Abstract is missing.
- DISH Algorithm Solving the CEC 2019 100-Digit ChallengeAdam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy, Ales Zamuda. 1-6 [doi]
- Applying Memetic algorithm with Improved L-SHADE and Local Search Pool for the 100-digit challenge on Single Objective Numerical OptimizationDaniel Molina, Francisco Herrera. 7-13 [doi]
- Restart based Collective Information Powered Differential Evolution for Solving the 100-Digit Challenge on Single Objective Numerical OptimizationSheng Xin Zhang, Wing Shing Chan, Kit-Sang Tang, Shao Yong Zheng. 14-18 [doi]
- The 100-Digit Challenge: Algorithm jDE100Janez Brest, Mirjam Sepesy Maucec, Borko Boskovic. 19-26 [doi]
- Hybrid of PSO and CMA-ES for Global OptimizationPeilan Xu, Wenjian Luo, Xin Lin, Yingying Qiao, Tao Zhu. 27-33 [doi]
- Testing A Multi-Operator based Differential Evolution Algorithm on the 100-Digit Challenge for Single Objective Numerical OptimizationAbhishek Kumar, Rakesh Kumar Misra, Devender Singh, Swagatam Das. 34-40 [doi]
- Can Stochastic Dispatching Rules Evolved by Genetic Programming Hyper-heuristics Help in Dynamic Flexible Job Shop Scheduling?Fangfang Zhang, Yi Mei, Mengjie Zhang. 41-48 [doi]
- Transfer Learning in Genetic Programming Hyper-heuristic for Solving Uncertain Capacitated Arc Routing ProblemMazhar Ansari Ardeh, Yi Mei, Mengjie Zhang. 49-56 [doi]
- A Simulated Annealing Hyper-heuristic for Job Shop Scheduling ProblemsFernando Garza-Santisteban, Roberto Sánchez-Pámanes, Luis Antonio Puente Rodríguez, Iván Amaya, José Carlos Ortiz-Bayliss, Santiago E. Conant-Pablos, Hugo Terashima-Marín. 57-64 [doi]
- Dynamic Tree Growth Algorithm for Load Scheduling in Cloud EnvironmentsIvana Strumberger, Eva Tuba, Nebojsa Bacanin, Milan Tuba. 65-72 [doi]
- SOM-Guided Evolutionary Search for Solving MinMax Multiple-TSPVlad-Ioan Lupoaie, Ivona-Alexandra Chili, Mihaela Elena Breaban, Madalina Raschip. 73-80 [doi]
- A Structure-Based Partial Solution Search for the Examination Timetabling ProblemChristopher Rajah, Nelishia Pillay. 81-86 [doi]
- Feature Selection of EEG Oscillatory Activity Related to Motor Imagery Using a Hierarchical Genetic AlgorithmMiguel Leon, Joaquín Ballesteros, Jonatan Tidare, Ning Xiong, Elaine Åstrand. 87-94 [doi]
- A Hybrid Evolutionary Strategy to Optimise Early-Stage Cancer ScreeningGrazziela P. Figueredo, Peng Shi, Andrew J. Parkes, Keith Evans, Jonathan M. Garibaldi, Ola Negm, Patrick J. Tighe, Herbert F. Sewell, John Robertson. 95-102 [doi]
- MGKA: A genetic algorithm-based clustering technique for genomic dataHung Nguyen, Sushil J. Louis, Tin Nguyen. 103-110 [doi]
- Hybrid Modified Firefly Algorithm for Border Detection of Skin Lesions in Medical ImagingAkemi Gálvez, Iztok Fister 0001, Eneko Osaba, Iztok Fister Jr., Javier Del Ser, Andrés Iglesias 0001. 111-118 [doi]
- An Ontology-based Two-Stage Approach to Medical Text Classification with Feature Selection by Particle Swarm OptimisationMahdi Abdollahi, Xiaoying Gao, Yi Mei, Shameek Ghosh, Jinyan Li. 119-126 [doi]
- A Computational Approach for Designing Combination Therapy in Combating GlioblastomaTerry Truong, Pablo Moscato, Nasimul Noman. 127-134 [doi]
- Memetic Multi-agent Optimization in High Dimensions using Random EmbeddingsY. Hou, N. Jiang, H. Ge, Q. Zhang, X. Qu, L. Feng, A. Gupta. 135-141 [doi]
- Deep Multi-agent Reinforcement Learning in a Common-Pool Resource SystemHanwei Zhu, Michael Kirley. 142-149 [doi]
- Searching for Leaders in Complex Networks with a Topological-Signature-Led Genetic AlgorithmChun Yin Yip, Kwok Yip Szeto. 150-157 [doi]
- Solving the Traveling Salesman Problem with a Multi-Agent SystemChen Yang, Kwok Yip Szeto. 158-165 [doi]
- Improving Reinforcement FALCON Learning in Complex Environment with Much Delayed Evaluation via Memetic AutomatonGengzhi Zhang, Liang Feng, Yuling Xie, Zhou Wu, Lin Chen. 166-173 [doi]
- A GP Based Two-Layer Framework for Data-Driven Modeling of Swarm Self-Organizing RulesTao Wang, Xingguang Peng, Yapei Wu, Jian Gao. 174-181 [doi]
- A Novel CMA-ES with an Eigen Coordinates Framework for Parameter Identification in Photovoltaic ModelsXiaofei Wang, Hui Zhao, Zhenglei Wei, Yajun Liang, Yintong Li, Tong Han. 182-190 [doi]
- A Novel Binary Negatively Correlated Search for Wind Farm Layout OptimizationQun Niu, Kecheng Jiang, Bing Liu. 191-196 [doi]
- Restart Covariance Matrix Adaptation Evolution Strategy for Solving Wind-integrated Emission Economic Dispatch ProblemsQun Niu, Han Wang, Yang Zhang. 197-203 [doi]
- Hybrid Artificial Bee Colony with Covariance Matrix Adaptation Evolution Strategy for Economic Load DispatchXin Zhang, Yang Lou, Shiu Yin Yuen, Zhou Wu, Yaodong He, Xiu Zhang. 204-209 [doi]
- Parameters identification of photovoltaic models using a novel algorithm inspired from nuclear reactionZhenglei Wei, Changqiang Huang, Xiaofei Wang, Hongpeng Zhang. 210-218 [doi]
- A Sustainable Energy Investment Planning Model Based on the Micro-Grid Concept Using Recent Metaheuristic Optimization AlgorithmsSoheil Mohseni, Alan C. Brent, Daniel Burmester. 219-226 [doi]
- Gaussian Bare-Bones Brain Storm Optimization AlgorithmMohammed El-Abd. 227-233 [doi]
- Brain Storm Optimization Algorithm for Thermal Image Fusion using DCT CoefficientsEva Tuba, Ivana Strumberger, Nebojsa Bacanin, Dejan Zivkovic, Milan Tuba. 234-241 [doi]
- Modified Brain Storm Optimization Algorithm in Objective Space for Pollution-Routing ProblemAmit Rauniyar, Rahul Nath, Pranab K. Muhuri. 242-247 [doi]
- Brain Storm Optimization Algorithm in Objective Space for Reliability-Redundancy Allocation ProblemRahul Nath, Amit Rauniyar, Pranab K. Muhuri. 248-253 [doi]
- Binocular Pose Estimation for UAV Autonomous Aerial Refueling via Brain Storm OptimizationCong Zhang, Xiaobin Xu, Yuhui Shi, Yimin Deng, Cong Li, Haibin Duan. 254-261 [doi]
- Brain Storm Optimization Algorithm Based on Improved Clustering Approach Using Orthogonal Experimental DesignRui Wang, Lianbo Ma, Tao Zhang, Shi Cheng, Yuhui Shi. 262-270 [doi]
- A novel multi-objective competitive swarm optimization algorithm for multi-modal multi objective problemsYing Wang, Zhile Yang, Yuanjun Guo, Juncheng Zhu, Xiaodong Zhu. 271-278 [doi]
- Dynamic Multimodal Optimization: A Preliminary StudyShi Cheng, Hui Lu, Yi-Nan Guo, Xiujuan Lei, Jing Liang, Junfeng Chen, Yuhui Shi. 279-285 [doi]
- MM-NAEMO : Multimodal Neighborhood-sensitive Archived Evolutionary Many-objective Optimization AlgorithmKalyanbrata Maity, Raunak Sengupta, Sriparna Saha 0001. 286-294 [doi]
- Multimodal Multi-objective Optimization Using A Density-based One-by-One Update StrategyRuizhi Shi, Wu Lin, Qiuzhen Lin, Zexuan Zhu, Jianyong Chen. 295-301 [doi]
- Multimodal Multiobjective Optimization in Feature SelectionC. T. Yue, J. J. Liang, B. Y. Qu, K. J. Yu, H. Song. 302-309 [doi]
- A Scalable Multimodal Multiobjective Test ProblemHisao Ishibuchi, Yiming Peng, Ke Shang. 310-317 [doi]
- Cooperative Co-evolution with Soft Grouping for Large Scale Global OptimizationWeiming Liu, Yinda Zhou, Bin Li 0025, Ke Tang. 318-325 [doi]
- Decomposition for Large-scale Optimization Problems with Overlapping ComponentsYuan Sun 0003, Xiaodong Li 0001, Andreas T. Ernst, Mohammad Nabi Omidvar. 326-333 [doi]
- Differential Grouping with Spectral Clustering for Large Scale Global OptimizationLin Li, Wei Fang, Quan Wang, Jun Sun. 334-341 [doi]
- Empirical Analysis of Island Model on Large Scale Global OptimizationTing-Chen Wang, Chih-Yu Lin, Rung-Tzuo Liaw, Chuan-Kang Ting. 342-349 [doi]
- CGDE3: An Efficient Center-based Algorithm for Solving Large-scale Multi-objective Optimization ProblemsHanan Hiba, Azam Asilian Bidgoli, Amin Ibrahim, Shahryar Rahnamayan. 350-358 [doi]
- Comparing Large-Scale Global Optimization Competition winners in a real-world problemDaniel Molina, Arthur R. Nesterenko, Antonio LaTorre. 359-365 [doi]
- Cooperative Model of Evolutionary Algorithms Applied to CEC 2019 Single Objective Numerical OptimizationPetr Bujok, Ales Zamuda. 366-371 [doi]
- The Ensemble of Strategies and Perturbation Parameter in Self-organizing Migrating Algorithm Solving CEC 2019 100-Digit ChallengeTomas Kadavy, Michal Pluhacek, Roman Senkerik, Adam Viktorin. 372-375 [doi]
- Cooperative Optimization Algorithm for the 100-Digit ChallengeGeng Zhang, Yuhui Shi, Jun Steed Huang. 376-380 [doi]
- Modified L-SHADE for Single Objective Real-Parameter OptimizationJia-Fong Yeh, Ting-Yu Chen, Tsung-Che Chiang. 381-386 [doi]
- A Novel Artificial Bee Colony Algorithm with Division of Labor for Solving CEC 2019 100-Digit Challenge Benchmark ProblemsJiaxin Lu, Xinyu Zhou, Yong Ma, Mingwen Wang, Jianyi Wan, Wenjun Wang 0001. 387-394 [doi]
- GADE with Fitness-based Opposition and Tidal Mutation for Solving IEEE CEC2019 100-Digit ChallengeAlexander Epstein, Mehmet Ergezer, Ian Marshall, William Shue. 395-402 [doi]
- Evolutionary Algorithm for Project Scheduling under Irregular Resource ChangesForhad Zaman, Saber A. Elsayed, Ruhul A. Sarker, Daryl Essam, Carlos A. Coello Coello. 403-410 [doi]
- A Probability Model-based Memetic Algorithm for Distributed Heterogeneous Flow-Shop SchedulingJingfang Chen, Ling Wang, Xiao He, Dexian Huang. 411-418 [doi]
- Towards an evolutionary guided exact solution to elective surgery scheduling under uncertainty and ward restrictionsThomas Philip Runarsson, Asgeir Orn Sigurpalsson. 419-425 [doi]
- Effect of PSO Communication Topologies on Task Matching in Grid ComputingEid Albalawi, Fujie Chen, Ruppa K. Thulasiram, Parimala Thulasiraman. 426-433 [doi]
- Active Sampling for Dynamic Job Shop Scheduling using Genetic ProgrammingDeepak Karunakaran, Yi Mei, Gang Chen 0002, Mengjie Zhang. 434-441 [doi]
- Vehicle Fleet Maintenance Scheduling Optimization by Multi-objective Evolutionary AlgorithmsYali Wang, Steffen Limmer, Markus Olhofer, Michael T. M. Emmerich, Thomas Bäck. 442-449 [doi]
- Biasing MCTS with Features for General GamesDennis J. N. J. Soemers, Éric Piette, Cameron Browne. 450-457 [doi]
- Constrained optimization under uncertainty for decision-making problems: Application to Real-Time Strategy gamesValentin Antuori, Florian Richoux. 458-465 [doi]
- Neuroevolution of Multimodal Ms. Pac-Man Controllers Under Partially Observable ConditionsWilliam Price, Jacob Schrum. 466-473 [doi]
- Infinite Art Gallery: A Game World of Interactively Evolved ArtworkBryan Hollingsworth, Jacob Schrum. 474-481 [doi]
- Multi-objective cooperative co-evolution of micro for RTS gamesNavin K. Adhikari, Sushil J. Louis, Siming Liu 0001. 482-489 [doi]
- Optimization of Multi-Robot Sumo Fight Simulation by a Genetic Algorithm to Identify Dominant Robot CapabilitiesJoël Enrico Lehner, Rolf Dornberger, Radovan Simic, Thomas Hanne. 490-496 [doi]
- Autonomous Generation of Observation Schedules for Tracking Satellites with Structured-Chromosome GA OptimisationCristian Greco, Lorenzo Gentile, Gianluca Filippi, Edmondo A. Minisci, Massimiliano Vasile, Thomas Bartz-Beielstein. 497-505 [doi]
- A Memetic Approach to the Solution of Constrained Min-Max ProblemsGianluca Filippi, Massimiliano Vasile. 506-513 [doi]
- An Efficient Genetic Algorithm for Active Space Debris Removal PlanningDongmei Wang, Lin Li, Long Chen. 514-521 [doi]
- A Binary NSGA-III for Unsupervised Band Selection in Hyper-spectral Satellite ImagesRachana Gupta, Satyasai Jagannath Nanda. 522-529 [doi]
- Multi-objective Optimization of Satellite-ground time synchronization Scheduling ProblemZhaohui Wang, Zhongshan Zhang, Yingwu Chen. 530-537 [doi]
- Multi-runway Aircraft Arrival Scheduling: A Receding Horizon Control Based Ant Colony System ApproachLi-Jiao Wu, Zhi-hui Zhan, Xiao-Min Hu, Ping Guo, Yanchun Zhang, Jun Zhang 0003. 538-545 [doi]
- A Graph-Based Encoding for Evolutionary Convolutional Neural Network Architecture DesignWilliam Irwin-Harris, Yanan Sun, Bing Xue 0001, Mengjie Zhang. 546-553 [doi]
- Evolutionary Design of Recurrent Neural Network Architecture for Human Activity RecognitionRamya Anasseriyil Viswambaran, Gang Chen, Bing Xue, Mohammad Nekooei. 554-561 [doi]
- PSO-based CNN for Keyword Selection on Google AdsJ. J. Liang, H. T. Yang, W. T. Sun, J. J. Gao. 562-569 [doi]
- A Multi-objective Particle Swarm Optimization for Neural Networks PruningTao Wu, Jiao Shi, Deyun Zhou, Yu Lei, Maoguo Gong. 570-577 [doi]
- Multi-Objective Evolutionary Metric Learning for Image Retrieval Using Convolutional Neural Network FeaturesXu Tang, Handing Wang, Changzhe Jiao. 578-585 [doi]
- Blocky Net: A New NeuroEvolution MethodThomas Watts, Bing Xue 0001, Mengjie Zhang. 586-593 [doi]
- Modeling Ant Nest Relocation at Low Active Ratio by Particle Swarm OptimizationHideyasu Sasaki. 594-603 [doi]
- Use of Particle Swarm Optimization in Terrain Classification based on UAV DownwashIuliia Kim, João Pedro Matos-Carvalho, Ilya I. Viksnin, Luís Miguel Campos, José Manuel Fonseca, André Mora, Sergey Chuprov. 604-610 [doi]
- PSO Optimal Parameters and Fitness Functions in an NLP TaskGeorge Tambouratzis. 611-618 [doi]
- A grouping method based on improved PSO for task allocation in rescue environmentSimeng Lin, Na Geng, Jing Sun, Yong Zhang 0016. 619-626 [doi]
- Quantum Bacterial Foraging Optimization Based Interference Coordination in 3D-MIMO SystemsYang Zhou, Sijia Tan, Yunchao Song, Fei Li 0014. 627-633 [doi]
- Enhanced Water Cycle Algorithm with Active Learning and Return StrategyCaihua Chen, Peng Wang 0021, Huachao Dong, Xinjing Wang. 634-640 [doi]
- Differential Evolution with Better and Nearest Option for Function OptimizationHaozhen Dong, Liang Gao, Xinyu Li, Haorang Zhong, Bing Zeng. 641-645 [doi]
- A Bi-Strategy Based Optimization Algorithm for the Dynamic Capacitated Electric Vehicle Routing ProblemJiawen Lu, Ling Wang. 646-653 [doi]
- Optimization on ACC Systems and Layout Design for Maximizing Thermal Comfort and Energy Saving in Large Rooms - A Case StudyYan Qiao, Siwei Zhang, Naiqi Wu, Zhiwu Li. 654-659 [doi]
- A Deadline-Aware Estimation of Distribution Algorithm for Resource Scheduling in Fog Computing SystemsChu-ge Wu, Ling Wang. 660-666 [doi]
- Migrating Birds Optimization for Lot-streaming flow shop scheduling problemYuyan Han, Junqing Li, Yiping Liu, Zhi-xin Zheng, Yuxia Pan, Hongyan Sang, Lili Liu. 667-672 [doi]
- An Evolutionary Algorithm with Heuristic Longest Cycle Crossover for Solving the Capacitated Vehicle Routing ProblemThammarsat Visutarrom, Tsung-Che Chiang. 673-680 [doi]
- Total Optimization of Energy Networks in Smart City by Cooperative Coevolution using Global-best Brain Storm OptimizationMayuko Sato, Yoshikazu Fukuyama, Mohammed El-Abd, Tatsuya Iizaka, Tetsuro Matsui. 681-688 [doi]
- A Surrogate-Assisted Cooperative Co-evolutionary Algorithm Using Recursive Differential Grouping as Decomposition StrategyJulien Blanchard, Charlotte Beauthier, Timoteo Carletti. 689-696 [doi]
- Multi-strategy and Dimension Perturbation Ensemble of Artificial Bee ColonyHui Wang 0002, Wenjun Wang 0001, Songyi Xiao, Zhihua Cui, Wei Li, Huasheng Zhu, Shengqing Zhu. 697-704 [doi]
- Adaptive Multi-optimiser Cooperative Co-evolution for Large-Scale OptimisationNasser R. Sabar, Ayad Turky, Andy Song. 705-712 [doi]
- A Novel Clustering Algorithm Based on Fully-Informed Particle SwarmEkhlas Masoudi Mansour, Abbas Ahmadi. 713-720 [doi]
- When Cooperative Co-Evolution Meets Coordinate Descent: Theoretically Deeper Understandings and Practically Better ImplementationsQiqi Duan, Chang Shao, Liang Qu, Yuhui Shi, Ben Niu 0002. 721-730 [doi]
- Modularity Within Artificial Gene Regulatory NetworksGeorge Lacey, Annika Marie Schoene, Nina Dethlefs, Alexander P. Turner. 731-738 [doi]
- A Cellular Automata-Based Path-Planning for a Cooperative and Decentralized Team of RobotsGina M. B. Oliveira, Reslley G. O. Silva, Giordano B. S. Ferreira, Micael S. Couceiro, Laurence Rodrigues do Amaral, Patrícia Amâncio Vargas, Luiz Gustavo Almeida Martins. 739-746 [doi]
- Heterogeneous Teams of Robots using a Coordinating Model for Surveillance Task based on Cellular Automata and Repulsive PheromoneClaudiney R. Tinoco, Gina M. B. Oliveira. 747-754 [doi]
- Return, Diversification and Risk in Cryptocurrency Portfolios using Deep Recurrent Neural Networks and Multi-Objective Evolutionary AlgorithmsIsmael Estalayo, Javier Del Ser, Eneko Osaba, Miren Nekane Bilbao, Khan Muhammad, Akemi Gálvez, Andrés Iglesias 0001. 755-761 [doi]
- Effects of Decision Models on Dynamic Multi-objective Optimization Algorithms for Financial MarketsFrederick Ditliac Atiah, Mardé Helbig. 762-770 [doi]
- Blockchain Scheme Based on Evolutionary Proof of WorkWilla Ariela Syafruddin, Sajjad Dadkhah, Mario Köppen. 771-776 [doi]
- Comparing Three Approaches to Micro in RTS GamesRahul Dubey, Sushil J. Louis, Aavaas Gajurel, Siming Liu 0001. 777-784 [doi]
- Applying an Adaptive Generative Representation to the Investigation of Affordances in PuzzlesDaniel Ashlock, James Montgomery. 785-792 [doi]
- A GFML-based Robot Agent for Human and Machine Cooperative Learning on Game of GoChang-Shing Lee, Mei-Hui Wang, Li-Chuang Chen, Yusuke Nojima, Tzong-Xiang Huang, Jinseok Woo, Naoyuki Kubota, Eri Sato-Shimokawara, Toru Yamaguchi. 793-799 [doi]
- Niche Radius Adaptation in Bat Algorithm for Locating Multiple Optima in Multimodal FunctionsTakuya Iwase, Ryo Takano, Fumito Uwano, Hiroyuki Sato, Keiki Takadama. 800-807 [doi]
- The Parameter Configuration Landscape: A Case Study on Particle Swarm OptimizationKyle Robert Harrison, Beatrice M. Ombuki-Berman, Andries P. Engelbrecht. 808-814 [doi]
- An Adaptive Online Parameter Control Algorithm for Particle Swarm Optimization Based on Reinforcement LearningYaxian Liu, Hui Lu, Shi Cheng, Yuhui Shi. 815-822 [doi]
- Evolution of Stacked AutoencodersTim Silhan, Stefan Oehmcke, Oliver Kramer. 823-830 [doi]
- Evolutionary Optimization of Hyperparameters in Deep Learning ModelsJin Young Kim, Sung-Bae Cho. 831-837 [doi]
- Financial Forecasting using Deep Learning with an Optimized Trading StrategyAnuar Maratkhan, Ibrakhim Ilyassov, Madiyar Aitzhanov, M. Fatih Demirci, Murat Ozbayoglu. 838-844 [doi]
- Preference-based Multiobjective Evolutionary Algorithm for Power Network ReconfigurationRunjia Sun, Yutian Liu. 845-849 [doi]
- Multi-objective Optimization of Hydrogen Production in Hybrid Renewable Energy SystemsShaimaa Seyam, Khaled H. M. Al-Hamed, Ali M. M. I. Qureshy, Ibrahim Dincer, Martin Agelin-Chaab, Shahryar Rahnamayan. 850-857 [doi]
- A Comparison of Performance of GA, PSO and Differential Evolution Algorithms for Dynamic Phase Reconfiguration Technology of a Smart GridMd Rabiul Islam, Haiyan Helen Lu, Md. Jahangir Hossain, Li Li. 858-865 [doi]
- Lightweight Evolution Strategies for Nanoswimmers-oriented In Vivo ComputationShaolong Shi, Yifan Chen, Xin Yao 0001, Mengjie Zhang. 866-872 [doi]
- Retrieving and ranking short medical questions with two stages neural matching modelXiang Li, Xinyu Fu 0001, Zheng Lu, Ruibin Bai, Uwe Aickelin, Peiming Ge, Gong Liu. 873-879 [doi]
- Multi-tree Genetic Programming with A New Fitness Function for Melanoma DetectionQurrat ul Ain, Bing Xue 0001, Harith Al-Sahaf, Mengjie Zhang. 880-887 [doi]
- Bio-Inspired Multiojective Tuning of PID-Controlled Antilock Braking SystemsPedro H. L. S. P. Domingues, Roberto Zanetti Freire, Leandro dos Santos Coelho, Helon V. H. Ayala. 888-895 [doi]
- Searching for Local Pareto Optimal Solutions: A Case Study on Polygon-Based ProblemsYiping Liu, Hisao Ishibuchi, Yusuke Nojima, Naoki Masuyama, Yuyan Han. 896-903 [doi]
- A Novel Multiobjective Particle Swarm Optimization Algorithm with Dynamic Resource AllocationLingjie Li, Qiuzhen Lin, Jia Wang, Jianyong Chen, Zhong Ming 0001. 904-911 [doi]
- A Mixed-Integer Extension for ESA's Cassini1 Space Mission BenchmarkMartin Schlueter, Masaharu Munetomo. 912-919 [doi]
- Data Normalisation using Differential Evolution and Aggregated Logistic FunctionsMichael Mayo, Maisa Daoud. 920-927 [doi]
- Evolutionary Antivirus Signature OptimizationEliana Giovannitti, Luca Mannella, Andrea Marcelli, Giovanni Squillero. 928-935 [doi]
- An Efficient Elitist Covariance Matrix Adaptation for Continuous Local Search in High DimensionZhenhua Li 0005, Jingda Deng, Weifeng Gao, Qingfu Zhang 0001, Hai-Lin Liu 0001. 936-943 [doi]
- Water pump station scheduling optimization using an improved genetic algorithm approachLuca de Oliveira Turci, Huibin Sun, Miaoshun Bai, Jingcheng Wang, Piao Hu. 944-951 [doi]
- Extending a Genetic Algorithm for Good Spanners of HypercubesDavid Kubon. 952-957 [doi]
- A novel particle swarm optimizer for many-objective optimizationJianping Luo, Xiongwen Huang, Xia Li, Kaizhou Gao. 958-965 [doi]
- Learning of Boosting Fuzzy Cognitive Maps Using a Real-coded Genetic AlgorithmZe Yang, Jing Liu, Kai Wu. 966-973 [doi]
- Rollout based Heuristics for the Quantum Circuit Compilation ProblemShelvin Chand, Hemant Kumar Singh, Tapabrata Ray, Michael Ryan. 974-981 [doi]
- Artificial Ecosystem Algorithm Applied to Multi-Line Steel SchedulingManal T. Adham, Peter J. Bentley. 982-989 [doi]
- Multi-objective memetic algorithm based on correlation priority for pickup-and-delivery problemsZifeng Zhou, Xiaoliang Ma, Zexuan Zhu. 990-997 [doi]
- Evolutionary Multiobjective Change Detection via Self-paced Learning and Fuzzy ClusteringYingying Duan, Jingjing Ma, Hao Li 0009, Mingyang Zhang, Zedong Tang, Maoguo Gong. 998-1005 [doi]
- An Approach for Non-domination Level Update Problem in Steady-State Evolutionary Algorithms With ParallelismSumit Mishra, Carlos A. Coello Coello. 1006-1013 [doi]
- Extracting Information Cores with Multi-property Using a Multiobjective Evolutionary AlgorithmZhenni Ren, Jing Liu. 1014-1021 [doi]
- Parallel Best Order Sort for Non-dominated Sorting: A Theoretical Study Considering the PRAM-CREW ModelSumit Mishra, Carlos A. Coello Coello. 1022-1029 [doi]
- Dynamic Multi-swarm Global Particle Swarm OptimizationYichao Tang, Xiong Li, Yinglong Zhang, Xuewen Xia, Ling Gui. 1030-1037 [doi]
- A LPSO-SGD algorithm for the Optimization of Convolutional Neural NetworkGuixiang Lai, Feipeng Li, Jiqiang Feng, Shi Cheng, Jian Cheng. 1038-1043 [doi]
- An Unknown Environment Exploration Strategy for Swarm Robotics Based on Brain Storm Optimization AlgorithmGao Li, Dabu Zhang, Yuhui Shi. 1044-1051 [doi]
- Feature Selection of High Dimensional Data by Adaptive Potential Particle Swarm OptimizationXingyue Huang, Yizhou Chi, Yu Zhou. 1052-1059 [doi]
- A Surrogate Model Assisted Quantum-inspired Evolutionary Algorithm for Hyperparameter Optimization in Machine LearningCheng Peng, Yangyang Li, Lei Cao, Licheng Jiao. 1060-1067 [doi]
- MIHS: A Multiobjective Pan-sharpening Method for Remote Sensing ImagesYingxia Chen, Cong Liu 0011, Aimin Zhou, Guixu Zhang. 1068-1073 [doi]
- Search Space Reduction Model with Trigonometric Function for Linear Equality Constraint-handling: The Case of Portfolio Replication ProblemYukiko Orito, Yoshiko Hanada, Junzhi Li. 1074-1080 [doi]
- Reference Vector Based Multidirectional Prediction for Evolutionary Dynamic Multiobjective OptimizationQiang Liu, Jinliang Ding. 1081-1087 [doi]
- A hybrid model based on CNN and Bi-LSTM for urban water demand predictionPiao Hu, Jun Tong, Jingcheng Wang, Yue Yang, Luca de Oliveira Turci. 1088-1094 [doi]
- Genetic Algorithm for Topology Optimization of an Artificial Neural Network Applied to Aircraft Turbojet Engine IdentificationF. P. Da Costa, Pedro H. L. S. P. Domingues, Roberto Zanetti Freire, Leandro dos Santos Coelho, A. R. Tavakolpour-Saleh, Helon V. H. Ayala. 1095-1101 [doi]
- A Two-layer Optimization Management Method for the Microgrid with Electric VehiclesZedong Zheng, Shengxiang Yang. 1102-1109 [doi]
- Improved Sequential Approximate Optimization for Aerodynamic Design Benchmark ProblemWenjie Wang, Zeping Wu, Donghui Wang, Weihua Zhang. 1110-1117 [doi]
- Crude Oil Distillation Optimization Using Surrogate-aided Constrained Evolutionary OptimizationFeng Xue, Lei Liu, Xiaoxia Chen, Xuhua Shi. 1118-1125 [doi]
- Classification-based Optimization with Multi-Fidelity EvaluationsKai Wu, Jing Liu. 1126-1131 [doi]
- Enhanced Brain Storm Optimization with Role-playing StrategyJianqiang Chen, Changshou Deng, Hu Peng, Yucheng Tan, Xinyu Zhou, Feng Wang. 1132-1139 [doi]
- Brain Storm Optimization Algorithm based on Competition MechanismFenqiang Li, Hu Peng, Changshou Deng, Yi Zeng, Yucheng Tan, Wenjun Wang 0001. 1140-1147 [doi]
- PBAR: Parallelized Brain Storm Optimization for Association Rule MiningLianbo Ma, Tao Zhang, Rui Wang, Guangming Yang, Yichuan Zhang. 1148-1156 [doi]
- Microarray Feature Selection and Dynamic Selection of Classifiers for Early Detection of Insect Bite Hypersensitivity in HorsesAlexandre Maciel-Guerra, Grazziela P. Figueredo, Fernando J. Von Zuben, Eliane Marti, Jamie Twycross, Marcos J. C. Alcocer. 1157-1164 [doi]
- Runtime Analysis of Pigeon-Inspired Optimizer Based on Average Gain ModelYushan Zhang, Huang Han, Zhifeng Hao, Zhou Hong. 1165-1169 [doi]
- Optimized Scheduling Model for Isolated Microgrid of Wind-Photovoltaic-Thermal-Energy Storage System With Demand ResponseYang Zhang, Huifeng Zhang, Ying Wang, Jiang Wu. 1170-1175 [doi]
- Scenario based stochastic optimal operated for hybrid energy system with random drift swarm optimizationJiang Wu, Huifeng Zhang, Jinwei Li, Yang Zhang. 1176-1181 [doi]
- Self-Organizing Migrating Algorithm Team To Team Adaptive - SOMA T3AQuoc Bao Diep. 1182-1187 [doi]
- A Sparse Fireworks Algorithm for Gene Regulatory Network Reconstruction based on Fuzzy Cognitive MapsYilan Wang, Jing Liu. 1188-1194 [doi]
- An Experimental Study of Large-scale Capacitated Vehicle Routing ProblemsEr Zhuo, Yunjie Deng, Zhewei Su, Peng Yang 0008, Bo Yuan, Xin Yao 0001. 1195-1202 [doi]
- Blockchain-enabled Transactive Method in Distributed Systems Considering Security ConstraintsXiaoling Jin, Cuifen Bai, Zhebo Zhang, Shenyi Zhao, Haoran Wang, Zheng Yan 0003, Lu Zhang, Sijie Chen. 1203-1207 [doi]
- Optimization of Emergency Load Shedding Based on Cultural Particle Swarm Optimization AlgorithmTaoyang Xu, Changgang Li, Yutian Liu, Chao Liu, Dawei Su, Chunlei Xu, Haiwei Wu. 1208-1212 [doi]
- Bi-level Programming of AC/DC Hybrid Distribution Network Based on Improved Genetic AlgorithmLu Zhang, Biao Xu, Pengwei Cong, Yunjing Guo, Shujun Jiang, Rui Huang. 1213-1219 [doi]
- A Spark-based Gaussian Bare-bones Cuckoo Search with dynamic parameter selectionZhihui He, Hu Peng, Changshou Deng, Yucheng Tan, Zhijian Wu, Shuangke Wu. 1220-1227 [doi]
- An Analysis of Minimum Population Search on Large Scale Global OptimizationAntonio Bolufé Röhler, Stephen Chen 0001, Dania Tamayo-Vera. 1228-1235 [doi]
- A Univariate Marginal Distribution Resampling Differential Evolution Algorithm with Multi-Mutation StrategyYuan Fu, Hu Wang. 1236-1242 [doi]
- Characterizing the Social Interactions in the Artificial Bee Colony AlgorithmLydia Taw, Nishant Gurrapadi, Mariana Macedo, Marcos A. C. Oliveira, Diego Pinheiro, Carmelo J. A. Bastos Filho, Ronaldo Menezes. 1243-1250 [doi]
- METSK-HD-Angeleno: How to predict fruit quality using Multiobjective Evolutionary learning of TSK systemsFrancisco Chávez de la O, Antonio Vivas, María José Moñino, Francisco Fernández. 1251-1258 [doi]
- Machine Teaching in Hierarchical Genetic Reinforcement Learning: Curriculum Design of Reward Functions for Swarm ShepherdingNicholas R. Clayton, Hussein A. Abbass. 1259-1266 [doi]
- A Niching Multi-objective Harmony Search Algorithm for Multimodal Multi-objective ProblemsB. Y. Qu, G.-S. Li, Q. Q. Guo, L. Yan, X. Z. Chai, Z. Q. Guo. 1267-1274 [doi]
- A Performance Enhanced Niching Multi-objective Bat algorithm for Multimodal Multi-objective ProblemsL. Yan, G.-S. Li, Y. C. Jiao, B. Y. Qu, C. T. Yue, S. K. Qu. 1275-1282 [doi]
- Fast Automatic Optimisation of CNN Architectures for Image Classification Using Genetic AlgorithmAli Bakhshi, Nasimul Noman, Zhiyong Chen 0001, Mohsen Zamani, Stephan K. Chalup. 1283-1290 [doi]
- Learning to Solve Capacitated Arc Routing Problems by Policy GradientHan Li, Guiying Li. 1291-1298 [doi]
- Evolving One-Dimensional Deep Convolutional Neural Network: A Swarm based ApproachAli Haidar 0002, Zohaib Md. Jan, Brijesh Verma. 1299-1305 [doi]
- Solving the vehicle routing problem with time window by using an improved brain strom optimizationMei-xian Song, Jun-qing Li, Yu-Yan Han, Zhi-xin Zheng. 1306-1313 [doi]
- Analysis of satellite observation task clustering based on the improved clique partition algorithmXiangyu Long, Shufan Wu, Benjie Cui, Zhongcheng Mu, Yixin Huang, Sunhao Chu. 1314-1321 [doi]
- An Evolvable Real-time System of Integrated Satellite Scheduling based on Cooperative Neuro Evolution of Augmenting TopologiesYonghao Du, Lining Xing, Yingguo Chen, Yuning Chen, Jian-xiong. 1322-1329 [doi]
- Mind the gap - a distributed framework for enabling energy optimisation on modern smart-phones in the presence of noise, drift, and statistical insignificanceMahmoud A. Bokhari, Lujun Weng, Markus Wagner 0007, Bradley Alexander. 1330-1337 [doi]
- Mutational Robustness and Structural Complexity in Grammatical EvolutionMichael O'Neill 0001, Anthony Brabazon. 1338-1344 [doi]
- Design of Optimal Ship Steering Active Disturbance Rejection Controller Based on Adaptive Particle Swarm OptimizationJunhai Cao, Yimin Zhou, Ronghui Li, Juncheng Zhu. 1345-1350 [doi]
- Analysis of Cuckoo Search EfficiencyCarlos Eduardo M. Barbosa, Germano C. Vasconcelos. 1351-1358 [doi]
- MOEA/D with Two Types of Weight Vectors for Handling ConstraintsQingling Zhu, Qingfu Zhang 0001, Qiuzhen Lin, Jianyong Sun. 1359-1365 [doi]
- Evolving Dispatching Rules for Multi-objective Dynamic Flexible Job Shop Scheduling via Genetic Programming Hyper-heuristicsFangfang Zhang, Yi Mei, Mengjie Zhang. 1366-1373 [doi]
- Two Simple Tricks for Fast Cache-Aware Parallel Particle Swarm OptimizationJeffrey Hajewski, Suely Oliveira. 1374-1381 [doi]
- Specification-based Test Case Generation with Genetic AlgorithmRong Wang, Yuji Sato, Shaoying Liu. 1382-1389 [doi]
- A Multi-Start Iterated Local Search Algorithm for the Maximum Scatter Traveling Salesman ProblemPandiri Venkatesh, Alok Singh 0001, Rammohan Mallipeddi. 1390-1397 [doi]
- Nurse scheduling problem based on hydrologic cycle optimizationQianying Liu, Ben Niu, Jun Wang, Hong Wang, Li Li. 1398-1405 [doi]
- Estimation of Distribution using Population Queue based Variational AutoencodersSourodeep Bhattacharjee, Robin Gras. 1406-1414 [doi]
- A Prize Collecting problem applied to a Real Milk Collection problem in ChileElizabeth Montero, Dario Canales, Germán Paredes-Belmar, Raúl Soto. 1415-1422 [doi]
- Evolving task priority rules for heterogeneous assembly line balancingJoão Pedro Gonçalves Moreira, Marcus Ritt. 1423-1430 [doi]
- Hybrid Heuristics for the Linear Ordering ProblemErik Garcia, Josu Ceberio, Jose A. Lozano. 1431-1438 [doi]
- A Novel Parallel Framework for Metaheuristic-based Frequent Itemset MiningYoucef Djenouri, Djamel Djenouri, Asma Belhadi, Jerry Chun-Wei Lin, Ahcène Bendjoudi, Philippe Fournier-Viger. 1439-1445 [doi]
- A Memetic Fuzzy Whale Optimization Algorithm for Data ClusteringZe-Xue Wu, Ko-Wei Huang, Jui-Le Chen, Chu-Sing Yang. 1446-1452 [doi]
- Single Scan Polynomial Algorithms for Frequent Itemset Mining in Big DatabasesYoucef Djenouri, Djamel Djenouri, Jerry Chun-Wei Lin, Asma Belhadi. 1453-1460 [doi]
- A Swarm-based Data Sanitization Algorithm in Privacy-Preserving Data MiningJimmy Ming-Tai Wu, Jerry Chun-Wei Lin, Youcef Djenouri, Philippe Fournier-Viger, Yuyu Zhang. 1461-1467 [doi]
- A Stock Trend Prediction Approach based on Chinese News and Technical Indicator Using Genetic AlgorithmsChun-Hao Chen, Ping Shih. 1468-1472 [doi]
- A Divide-and-Conquer-based Approach for Diverse Group Stock Portfolio Optimization Using Island-based Genetic AlgorithmsChun-Hao Chen, Wan-Yi Shen, Mu-En Wu, Tzung-Pei Hong. 1473-1471 [doi]
- Epigenetic evolution of deep convolutional modelsAlexander Hadjiivanov, Alan Blair. 1478-1486 [doi]
- Natural Evolution Speciation for NEATJon S. Knapp, Gilbert L. Peterson. 1487-1493 [doi]
- On the Evolutionary Neural Network Creation Using Native Visibility GraphLukas Tomaszek, Ivan Zelinka. 1494-1501 [doi]
- A self-adaptive artificial bee colony algorithm with local search for TSK-type neuro-fuzzy system trainingKuang-pen Chou, Chin-Teng Lin, Wen-Chieh Lin. 1502-1509 [doi]
- Particle Swarm Optimization-based CNN-LSTM Networks for Forecasting Energy ConsumptionTae-young Kim, Sung-Bae Cho. 1510-1516 [doi]
- Evolving Deep CNN-LSTMs for Inventory Time Series PredictionNing Xue, Isaac Triguero, Grazziela P. Figueredo, Dario Landa Silva. 1517-1524 [doi]
- Cooperative game concepts in solving global optimizationIztok Fister Jr., Andrés Iglesias 0001, Akemi Gálvez, Javier Del Ser, Eneko Osaba, Iztok Fister 0001. 1525-1532 [doi]
- Improving SHADE with Center-based Mutation for Large-scale OptimizationHanan Hiba, Mohammed El-Abd, Shahryar Rahnamayan. 1533-1540 [doi]
- Towards Effective Mutation for Knowledge Transfer in Multifactorial Differential EvolutionLei Zhou, Liang Feng, Kai Liu, Chao Chen, Shaojiang Deng, Tao Xiang, Siwei Jiang. 1541-1547 [doi]
- Robust Optimization Over Time with Differential Evolution using an Average Time ApproachJosé Yaír Guzmán-Gaspar, Efrén Mezura-Montes. 1548-1555 [doi]
- Group-based Adaptive Differential Evolution For Chance Constrained Portfolio Optimization Using Bank Deposit and Bank LoanKiyoharu Tagawa. 1556-1563 [doi]
- A Study on Knowledge Reuse Strategies in Multitasking Differential EvolutionChen Jin, Pei-wei Tsai, A. Kai Qin. 1564-1571 [doi]
- A Particle Swarm Optimization with Filter-based Population Initialization for Feature SelectionYu Xue, Weiwei Jia, Alex X. Liu. 1572-1579 [doi]
- Ensemble Classifier Optimization by Reducing Input Features and Base ClassifiersZohaib Md. Jan, Brijesh Verma. 1580-1587 [doi]
- A Novel Multi-objective Binary Differential Evolution Algorithm for Multi-label Feature SelectionAzam Asilian Bidgoli, Hossein Ebrahimpour-Komleh, Shahryar Rahnamayan. 1588-1595 [doi]
- GOOFeD: Extracting Advanced Features for Image Classification via Improved Genetic ProgrammingStanton R. Price, Derek T. Anderson, Steven R. Price. 1596-1603 [doi]
- Weighted-Features Construction as a Bi-level ProblemMarwa Hammami, Slim Bechikh, Chih-Cheng Hung, Lamjed Ben Said. 1604-1611 [doi]
- Feature Bundles and their Effect on the Performance of Tree-based Evolutionary Classification and Feature Selection AlgorithmsKourosh Neshatian, Lucianne Varn. 1612-1619 [doi]
- An Equivalent Penalty Coefficient Method: An Adaptive Penalty Approach for Population-Based Constrained OptimizationTetsuyuki Takahama, Setsuko Sakai. 1620-1627 [doi]
- A Bi-level Differential Evolutionary Algorithm for Constrained OptimizationGuanghong Han, Xi Chen 0036. 1628-1633 [doi]
- Evolutionary Constrained Multi-objective Optimization using NSGA-II with Dynamic Constraint HandlingRuwang Jiao, Sanyou Zeng, Changhe Li, Witold Pedrycz. 1634-1641 [doi]
- Investigating the use of sequencing and infeasibility driven strategies for constrained optimizationKamrul Hasan Rahi, Hemant Kumar Singh, Tapabrata Ray. 1642-1649 [doi]
- Consistent Feature Construction with Constrained Genetic Programming for Experimental PhysicsNoëlie Cherrier, Jean-Philippe Poli, Maxime Defurne, Franck Sabatié. 1650-1658 [doi]
- A New Bi-level PSO Algorithm based on Dynamic Constraint Processing and Approximate NavigationLong Zhao, Jingxuan Wei. 1659-1663 [doi]
- Radial Basis Function Assisted Optimization Method with Batch Infill Sampling Criterion for Expensive OptimizationGenghui Li, Qingfu Zhang 0001, Jianyong Sun, Zhonghua Han. 1664-1671 [doi]
- Surrogate-Assisted Expensive Many-Objective Optimization by Model FusionCheng He, Ran Cheng, Yaochu Jin, Xin Yao 0001. 1672-1679 [doi]
- A Three-Stage Surrogate Model Assisted Multi-Objective Genetic Algorithm for Computationally Expensive ProblemsPuyu Jiang, Qi Zhou, Jun Liu 0039, Yuansheng Cheng. 1680-1687 [doi]
- A Novel Surrogate-assisted Differential Evolution for Expensive Optimization Problems with both Equality and Inequality ConstraintsZan Yang, Haobo Qiu, Liang Gao, Chen Jiang, Liming Chen, Xiwen Cai. 1688-1695 [doi]
- Surrogate's Optima Assisted Evolutionary Algorithm for Optimization of Expensive ProblemsXiwen Cai, Liang Gao, Fan Li. 1696-1701 [doi]
- A Preference-based Method of Updating the Surrogate Model by Broad Learning and Its ApplicationChang Zhou, Dunwei Gong, Yi-Nan Guo, Wenyin Gong. 1702-1709 [doi]
- Using PlatEMO to Solve Multi-Objective Optimization Problems in Applications: A Case Study on Feature SelectionYe Tian, Shangshang Yang, Xingyi Zhang, Yaochu Jin. 1710-1717 [doi]
- An Adaptive Parameter Tuning Strategy for Many-objective Evolutionary AlgorithmWei Zheng, Jianyong Sun, Hui Li. 1718-1725 [doi]
- Adaptation of Reference Vectors for Evolutionary Many-objective Optimization of Problems with Irregular Pareto FrontsQiqi Liu, Yaochu Jin, Martin Heiderich, Tobias Rodemann. 1726-1733 [doi]
- Coverage Enhancement of MOEA/D-M2M for Problems with Difficult-to-Approximate Pareto Front BoundariesHiroaki Fukumoto, Akira Oyama. 1734-1741 [doi]
- MOEA/D with An Improved Multi-Dimensional Mapping Coding Scheme for Constrained Multi-Objective Portfolio OptimizationYi Chen, Aimin Zhou. 1742-1749 [doi]
- Visualisation of Pareto Front Approximation: A Short Survey and Empirical ComparisonsHuiru Gao, Haifeng Nie, Ke Li. 1750-1757 [doi]
- Stabilization of Higher Periodic Orbits of the Chaotic Logistic and Hénon Maps using Meta-evolutionary ApproachesRadomil Matousek, Tomas Hulka. 1758-1765 [doi]
- A Bayesian based Hyper-Heuristic approach for global optimizationDiego Oliva, Marcella S. R. Martins. 1766-1773 [doi]
- Automatic Generation of Optimization Algorithms for Production Lot-Sizing ProblemsLuis Filipe de Araújo Pessoa, Bernd Hellingrath, Fernando Buarque de Lima Neto. 1774-1781 [doi]
- Meta-heuristic approaches to tackle Skill Based Group allocation of Students in Project Based Learning CoursesRavneil Nand, Anuraganand Sharma. 1782-1789 [doi]
- Hyper-heuristics Reversed: Learning to Combine Solvers by Evolving InstancesIván Amaya, José Carlos Ortiz-Bayliss, Santiago E. Conant-Pablos, Hugo Terashima-Marín. 1790-1797 [doi]
- The sum coloring problem: a memetic algorithm based on two individualsLaurent Moalic, Alexandre Gondran. 1798-1805 [doi]
- Genetic algorithm for Robust Total coloring of a Fuzzy graphArindam Dey, Aayush Agarwal, Pranav Dixit, Tandra Pal. 1806-1813 [doi]
- In-depth Evaluation and Experimental Analysis of a Weight Pruning Genetic AlgorithmSasa Janjic, Parimala Thulasiraman, Neil D. B. Bruce. 1814-1821 [doi]
- Do general Genetic Algorithms provide benefits when solving real problems?Przemyslaw A. Grudniewski, Adam J. Sobey. 1822-1829 [doi]
- Genetic Algorithm for Solving Spherical Optimization ProblemsAnkur Sinha, Vaseem Shaikh. 1830-1837 [doi]
- Optimal Design of Experiments for Precision Agriculture Using a Genetic AlgorithmAmy Peerlinck, John Sheppard, Julie Pastorino, Bruce Maxwell. 1838-1845 [doi]
- Using a Genetic Algorithm to Replicate Allopatric SpeciationGary B. Parker, Thomas B. Edwards. 1846-1851 [doi]
- Complex-Valued-based Learning Classifier System for POMDP EnvironmentsKeiki Takadama, Daichi Yamazaki, Masaya Nakata, Hiroyuki Sato. 1852-1859 [doi]
- On the Impact of the Objective Function on Imbalanced Data using Cartesian Genetic Programming Neuroevolutionary ApproachesJohnathan M. Melo Neto, Heder S. Bernardino, Helio J. C. Barbosa. 1860-1867 [doi]
- Solution and Fitness Evolution (SAFE): A Study of Multiobjective ProblemsMoshe Sipper, Jason H. Moore, Ryan J. Urbanowicz. 1868-1874 [doi]
- Comparison of Statistical Table- and Non-Statistical Table-based XCS in Noisy EnvironmentsTakato Tatsumi, Keiki Takadama. 1875-1882 [doi]
- Knowledge Extraction from XCSR Based on Dimensionality Reduction and Deep Generative ModelsMasakazu Tadokoro, Satoshi Hasegawa, Takato Tatsumi, Hiroyuki Sato, Keiki Takadama. 1883-1890 [doi]
- Enhancing k-Nearest Neighbors through Learning Transformation Functions by Genetic ProgrammingKuan-chun Huang, Yu-Wei Wen, Chuan-Kang Ting. 1891-1897 [doi]
- Multifactorial Differential Evolution with Opposition-based Learning for Multi-tasking OptimizationYanan Yu, Anmin Zhu, Zexuan Zhu, Qiuzhen Lin, Jian Yin, Xiaoliang Ma. 1898-1905 [doi]
- Multipopulation Optimization for Multitask OptimizationZedong Tang, Maoguo Gong, Fenlong Jiang, Hao Li 0009, Yue Wu 0004. 1906-1913 [doi]
- Differential Evolutionary Multi-task OptimizationXiaolong Zheng, Yu Lei, A. K. Qin, Deyun Zhou, Jiao Shi, Maoguo Gong. 1914-1921 [doi]
- Memetic Evolution Strategy for Reinforcement LearningXinghua Qu, Yew-Soon Ong, Yaqing Hou, Xiaobo Shen 0001. 1922-1928 [doi]
- A Heuristic Initialized Memetic Algorithm for the Joint Allocation of Heterogeneous Stochastic ResourcesYipeng Wang, Bin Xin 0002, LiHua Dou, Zhihong Peng. 1929-1936 [doi]
- Multitasking Multi-Swarm OptimizationHui Song, A. Kai Qin, Pei-wei Tsai, Jing J. Liang. 1937-1944 [doi]
- Survivable Networks via UAV Swarms Guided by Decentralized Real-Time Evolutionary ComputationGeorge Leu, Jiangjun Tang. 1945-1952 [doi]
- Optimal Trajectory Path Generation for Jointed Structure of Excavator using Genetic AlgorithmGgyebong Jang, Sung-Bae Cho. 1953-1959 [doi]
- A Histogram Estimation of Distribution Algorithm for Reversible Lanes Optimization ProblemsRui You, Wei-neng Chen, Yue-jiao Gong, Ying Lin, Jun Zhang 0003. 1960-1966 [doi]
- Maximum Power Point Tracking in Solar PV Under Partial Shading Conditions Using Stochastic Optimization TechniquesArnold F. Sagonda, Komla A. Folly. 1967-1974 [doi]
- Global Sensitivity Analysis Using Augmented Radial Basis FunctionZeping Wu, Wenjie Wang, Donghui Wang, Weihua Zhang. 1975-1981 [doi]
- A Max-Min Ant System Approach to Autonomous NavigationChaomin Luo, Saleh Alarabi, Zhuming Bi, Gene Eu Jan. 1982-1987 [doi]
- Which Surrogate Works for Empirical Performance Modelling? A Case Study with Differential EvolutionKe Li, Zilin Xiang, Kay Chen Tan. 1988-1995 [doi]
- Voronoi-based Efficient Surrogate-assisted Evolutionary Algorithm for Very Expensive ProblemsHao Tong, Changwu Huang, Jialin Liu, Xin Yao. 1996-2003 [doi]
- Reliability-based Robust Design Optimization for Correlated Variables Using Sequential Surrogate assisted Evolutionary AlgorithmSuprayitno, Jyh-Cheng Yu. 2004-2009 [doi]
- Expensive Inequality Constraints Handling Methods Suitable for Dynamic Surrogate-based OptimizationChunna Li, Hai Fang, Chunlin Gong. 2010-2017 [doi]
- A Hybrid Surrogate-Assisted Evolutionary Algorithm for Computationally Expensive Many-Objective OptimizationKanzhen Wan, Cheng He, Auraham Camacho, Ke Shang, Ran Cheng, Hisao Ishibuchi. 2018-2025 [doi]
- Efficient Multi-Objective Evolutionary Algorithm for Constrained Global Optimization of Expensive FunctionsZhonghua Han, Fei Liu, Chenzhou Xu, Keshi Zhang, Qingfu Zhang 0001. 2026-2033 [doi]
- Regular Pareto Front Shape is not RealisticHisao Ishibuchi, Linjun He, Ke Shang. 2034-2041 [doi]
- A Multi-indicator based Selection Strategy for Evolutionary Many-objective OptimizationHao Wang, Chaoli Sun, Yaochu Jin, Shufen Qin, Haibo Yu. 2042-2049 [doi]
- On the Cooperation of Multiple Indicator-based Multi-Objective Evolutionary AlgorithmsJesús Guillermo Falcón-Cardona, Michael T. M. Emmerich, Carlos A. Coello Coello. 2050-2057 [doi]
- A Multiobjective Test Suite with Hexagon Pareto Fronts and Various Feasible RegionsTakashi Matsumoto, Naoki Masuyama, Yusuke Nojima, Hisao Ishibuchi. 2058-2065 [doi]
- IVF/GDE3 - In Vitro Fertilization method coupled to GDE3Sávio Menezes Sampaio, Celso G. Camilo-Junior. 2066-2073 [doi]
- Enhancing LQR Controller Using Optimized Real-time System by GDE3 and NSGA-II Algorithms and Comparing with Conventional MethodKhizar Quresh, Shahryar Rahnamayan, Yuping He, Ramiro Liscano. 2074-2081 [doi]
- A Regional Multi-Objective Tabu Search Algorithm for a Green Heterogeneous Dial-A-Ride ProblemMehdi Abedi, Raymond Chiong, Rukshan Athauda, Hany Seidgar, Zbigniew Michalewicz, Andrew Sturt. 2082-2089 [doi]
- Automatic Parameter Tuning using Bayesian Optimization MethodChangwu Huang, Bo Yuan, Yuanxiang Li, Xin Yao. 2090-2097 [doi]
- An Study of Operator Design under an Adaptive approach for solving the Cross-docks Vehicle Routing ProblemJose-manuel Urtasun, Elizabeth Montero. 2098-2105 [doi]
- Generation of a Corporate Sound Logo Based on Symbiotic EvolutionNoriko Otani. 2106-2112 [doi]
- Fusing creative operations into evolutionary computation for composition: From a composer's perspectiveChun-yien Chang, Ying-Ping Chen. 2113-2120 [doi]
- MU_PSYC: Music Psychology Enriched Genetic AlgorithmBrae Stoltz, Alex Aravind. 2121-2128 [doi]
- Application of Evolutionary Multiobjective Optimization in L1-Regularization of CNNMisaki Kitahashi, Hisashi Handa. 2129-2135 [doi]
- Adversarial Example Generation using Evolutionary Multi-objective OptimizationTakahiro Suzuki, Shingo Takeshita, Satoshi Ono. 2136-2144 [doi]
- A study of Pareto-based methods for ensemble pool generation and aggregationVictor Henrique Alves Ribeiro, Gilberto Reynoso-Meza. 2145-2152 [doi]
- A Preliminary Study of Adaptive Task Selection in Explicit Evolutionary Many-TaskingQ. Shang, L. Zhang, L. Feng, Y. Hou, J. Zhong, A. Gupta, K. C. Tan, H. L. Liu. 2153-2159 [doi]
- An Effective Memetic Algorithm for Resource Constrained Project Scheduling ProblemHumyun Fuad Rahman, Ripon Kumar Chakrabortty, Michael J. Ryan. 2160-2166 [doi]
- A Memetic Algorithm for Symbolic RegressionHaoyuan Sun, Pablo Moscato. 2167-2174 [doi]
- Online Diversity Control in Symbolic Regression via a Fast Hash-based Tree Similarity MeasureBogdan Burlacu, Michael Affenzeller, Gabriel Kronberger, Michael Kommenda. 2175-2182 [doi]
- A Particle Swarm approach to mitigate the apparent diversity-accuracy dilemma in recommendation domains in recommendation domainsDiego Carvalho 0002, Nícollas Silva, Tiago Trotta, Adriano C. M. Pereira, Fernando Mourão, Leonardo C. da Rocha. 2183-2190 [doi]
- A Novel Memetic Algorithm with Explicit Control of Diversity for the Menu Planning ProblemCarlos Segura, Gara Miranda, Eduardo Segredo, Joel Chacón Castillo. 2191-2198 [doi]
- Signal Control of Urban Traffic Network Based on Multi-Agent Architecture and Fireworks AlgorithmZhimin Qiao, Liangjun Ke, Xiaoqiang Wang, Xin Lu. 2199-2206 [doi]
- Bare Bones Fireworks Algorithm for Feature Selection and SVM OptimizationEva Tuba, Ivana Strumberger, Nebojsa Bacanin, Raka Jovanovic, Milan Tuba. 2207-2214 [doi]
- Fireworks Algorithm for Multimodal Optimization Using a Distance-based Exclusive StrategyJun Yu, Hideyuki Takagi, Ying Tan. 2215-2220 [doi]
- Universal Rules for Fooling Deep Neural Networks based Text ClassificationDi Li, Danilo Vasconcellos Vargas, Kouichi Sakurai. 2221-2228 [doi]
- Improving Attack Detection of C4.5 using an Evolutionary AlgorithmJavier Maldonado, María-Cristina Riff, Elizabeth Montero. 2229-2235 [doi]
- Using Exploratory Testing for Decision Support in Choosing a Security MechanismJonathan Hudson, Jörg Denzinger. 2236-2243 [doi]
- Multifactorial Evolutionary Algorithm Enhanced with Cross-task Search DirectionJian Yin, Anmin Zhu, Zexuan Zhu, Yanan Yu, Xiaoliang Ma. 2244-2251 [doi]
- Automating Knowledge Transfer with Multi-Task OptimizationEric O. Scott, Kenneth A. De Jong. 2252-2259 [doi]
- Genetic Programming based Transfer Learning for Document Classification with Self-taught and Ensemble LearningWenlong Fu, Bing Xue 0001, Xiaoying Gao, Mengjie Zhang. 2260-2267 [doi]
- A New Prediction Approach for Dynamic Multiobjective OptimizationAli Ahrari, Saber M. Elsayed, Ruhul A. Sarker, Daryl Essam. 2268-2275 [doi]
- Memory-based multi-population genetic learning for dynamic shortest path problemsYiya Diao, Changhe Li, Sanyou Zeng, Michalis Mavrovouniotis, Shengxiang Yang. 2276-2283 [doi]
- How Learning Strategies Can Promote an Evolving Population in Dynamic EnvironmentsNam Le, Michael O'Neill 0001, Anthony Brabazon. 2284-2291 [doi]
- Interpolating Local and Global Search by Controlling the Variance of Standard Bit MutationFurong Ye, Carola Doerr, Thomas Bäck. 2292-2299 [doi]
- Dilation Functions in Global OptimizationMarco S. Nobile, Paolo Cazzaniga, Daniel A. Ashlock. 2300-2307 [doi]
- Fitness Landscape Analysis in Data-Driven Optimization: An Investigation of Clustering ProblemsMarcus Gallagher. 2308-2314 [doi]
- Automatic Data Clustering based on Hybrid Atom Search Optimization and Sine-Cosine AlgorithmMohamed E. Abd Elaziz, NEGGAZ Nabil, Ahmed A. Ewees, Songfeng Lu. 2315-2322 [doi]
- A Hybrid Evolutionary Algorithm with Heuristic Mutation for Multi-objective Bi-clusteringSlim Bechikh, Maha Elarbi, Chih-Cheng Hung, Sabrine Hamdi, Lamjed Ben Said. 2323-2330 [doi]
- Peacock AlgorithmReshu Chaudhary, Hema Banati. 2331-2338 [doi]
- Configuration Design of Mechanical Assemblies using an Estimation of Distribution Algorithm and Constraint ProgrammingHyunmin Cheong, Mehran Ebrahimi, Adrian Butscher, Francesco Iorio. 2339-2346 [doi]
- Evolutionary Computation Automated Design of Ship Hull Forms for the Industry 4.0 EraJoo Hock Ang, Cindy Goh, Ciel Thaddeus Choo, Juveno, Zhi Ming Lee, Vijay Prabhakarrao Jirafe, Yun Li 0002. 2347-2354 [doi]
- A new Method for Dynamic Economic Emission Dispatch ProblemChia-Ling Huang, Chen-Wei Jao, Xianyong Zhang, Wei-Chang Yeh, Vera Yuk Ying Chung, Jinhai Wang, Jun Yang, Yun-Zhi Jiang. 2355-2361 [doi]
- EvoDNN - An Evolutionary Deep Neural Network with Heterogeneous Activation FunctionsPeiyu Cui, Boris Shabash, Kay C. Wiese. 2362-2369 [doi]
- Representation for Evolution of Epidemic ModelsMichael Dubé, Sheridan K. Houghten, Daniel Ashlock. 2370-2377 [doi]
- Parameter Tuning of a Peak Fitting Algorithm with an Evolved Experimental DesignRachel Brown, Daniel Ashlock. 2378-2385 [doi]
- GAEEII: An Optimised Genetic Algorithm Endmember Extractor for Hyperspectral UnmixingDouglas Winston Ribeiro Soares, Gustavo Teodoro Laureano, Celso Gonçalves Camilo-Junior. 2386-2393 [doi]
- A Benchmark of Population-Based Metaheuristic Algorithms for High-Dimensional Multi-Level Image ThresholdingSeyed Jalaleddin Mousavirad, Gerald Schaefer, Hossein Ebrahimpour-Komleh. 2394-2401 [doi]
- Design of a Computationally Economical Image Classifier using Generic FeaturesRohan Basu Roy, Anisha Halder Roy, Amit Konar, Atulya Nagar. 2402-2409 [doi]
- References or Preferences - Rethinking Many-objective Evolutionary OptimizationGuo Yu, Yaochu Jin, Markus Olhofer. 2410-2417 [doi]
- The g̑-dominance Relation for Preference-Based Evolutionary Multi-Objective OptimizationWenjian Luo, Luming Shi, Xin Lin, Carlos A. Coello Coello. 2418-2425 [doi]
- A New Selection Strategy for Decomposition-based Evolutionary Many-Objective OptimizationShufen Qin, Chaoli Sun, Yaochu Jin, Lier Lan, Ying Tan. 2426-2433 [doi]
- Two-Layered Weight Vector Specification in Decomposition-Based Multi-Objective Algorithms for Many-Objective Optimization ProblemsHisao Ishibuchi, Ryo Imada, Naoki Masuyama, Yusuke Nojima. 2434-2441 [doi]
- Improving Algorithm Response to Preference Changes in Multiobjective Optimisation Using ArchivesKendall Taylor, Xiaodong Li, Jeffrey Chan. 2442-2449 [doi]
- Multiobjective memetic algorithm for vital nodes identification in complex networksJuanjuan Luo, Huadong Ma, Dongqing Zhou. 2450-2457 [doi]
- A Novel Pareto-VIKOR Index for Ranking Scientists' Publication Impacts: A Case Study on Evolutionary Computation ResearchersAzam Asilian Bidgoli, Shahryar Rahnamayan, Sedigheh Mahdavi, Kalyanmoy Deb. 2458-2465 [doi]
- Driving Profile using Evolutionary ComputationNuno Lourenço 0002, Bruno Cabral, Jorge Granjal. 2466-2473 [doi]
- Optimising Team Sport Training Plans With Grammatical EvolutionMark Connor, David Fagan, Michael O'Neill 0001. 2474-2481 [doi]
- Evolutionary Optimization of Air-conditioning Schedule Robust for Temperature Forecast ErrorsYoshihiro Ohta, Hiroyuki Sato. 2482-2489 [doi]
- Evolutionary Multitasking for Semantic Web Service CompositionChen Wang 0013, Hui Ma 0001, Gang Chen 0002, Sven Hartmann. 2490-2497 [doi]
- Identifying Isolated Microgrids in Rural Areas : An Evolutionary Algorithm Approach for a Graph Clustering ProblemManou Rosenberg, James R. E. Fletcher, Mark Reynolds, Tim French 0002, Lyndon While. 2498-2505 [doi]
- User and Task Identification of Smartwatch Data with an Ensemble of Nonlinear Symbolic ModelsJames Alexander Hughes, Joseph Alexander Brown, Adil Mehmood Khan, Asad Masood Khattak, Mark Daley. 2506-2513 [doi]
- Evolutionary synthetic minority oversampling technique with random forest for warfarin dose prediction in Chinese patientsYanyun Tao, Kaixin Wang, Yuzhen Zhang. 2514-2520 [doi]
- A Weak Supervision Technique with a Generative Model for Improved Gene ClusteringPratik Dutta, Sriparna Saha 0001. 2521-2528 [doi]
- A Ranking Based Technique to Predict Protein ComplexesArchana Chowdhury, Pratyusha Rakshit, Amit Konar, Atulya K. Nagar. 2529-2536 [doi]
- Evolution of Biological Eye in Computer SimulationNeil Vaughan. 2537-2543 [doi]
- Multi-Round Random Subspace Feature Selection for Incomplete Gene Expression DataWill Pearson, Cao Truong Tran, Mengjie Zhang, Bing Xue 0001. 2544-2551 [doi]
- Ants for Identifying and Optimizing the Core Set K-Covering ProblemSameh Al-Shihabi. 2552-2558 [doi]
- Feature Selection in Classification using Binary Max-Min Ant System with Differential EvolutionJennifer Joyce M. Montemayor, Renato V. Crisostomo. 2559-2566 [doi]
- Effective ACO-Based Memetic Algorithms for Symmetric and Asymmetric Dynamic ChangesMichalis Mavrovouniotis, Iaê S. Bonilha, Felipe Martins Müller, Georgios Ellinas, Marios M. Polycarpou. 2567-2574 [doi]
- An Ant Colony Optimization based Approach to Adjust Public Transportation NetworkWei Hu, Chunlu Wang, Xingquan Zuo. 2575-2580 [doi]
- Electric Vehicle Charging Scheduling Using Ant Colony SystemMichalis Mavrovouniotis, Georgios Ellinas, Marios M. Polycarpou. 2581-2588 [doi]
- An Efficient Multi-Object Detection Approach with Chaotic Model of Ant ColonyBenlian Xu, Mingli Lu, Jian Shi. 2589-2594 [doi]
- SBFSS: Simplified Binary Fish School SearchClodomir J. Santana Jr., Carmelo J. A. Bastos Filho, Mariana Macedo, Hugo Siqueira. 2595-2602 [doi]
- Surprisingly Popular Algorithm-Based Comprehensive Adaptive Topology Learning PSOQuanlong Cui, Chuan Tang, Guiping Xu, Chunguo Wu, Xiaohu Shi, Yanchun Liang 0001, Liang Chen, Heow Pueh Lee, Han Huang. 2603-2610 [doi]
- A PSO-based Algorithm for Reserve Price Optimization in Online Ad AuctionsJason Rhuggenaath, Alp Akcay, Yingqian Zhang, Uzay Kaymak. 2611-2619 [doi]
- Self-Adaptive Discrete Firefly Algorithm for Minimal Perturbation in Dynamic Constraint Satisfaction ProblemsMahdi Bidar, Malek Mouhoub. 2620-2627 [doi]
- A Multi-Objective Problem in a PSO-based Control System for Maximum Power Point TrackingShin Yasukawa, Toshimichi Saito. 2628-2633 [doi]
- A Modified Particle Swarm Optimization for Parameters Identification of Photovoltaic ModelsKunjie Yu, S. L. Ge, Bo-Yang Qu, Jing J. Liang. 2634-2641 [doi]
- A Grammatical Evolution Approach for the Automated Generation of Perturbative HeuristicsGeorge Mweshi, Nelishia Pillay. 2642-2648 [doi]
- Hyper-Parameter Optimization for Improving the Performance of Grammatical EvolutionHao Wang 0025, Yitan Lou, Thomas Bäck. 2649-2656 [doi]
- Genetic Programming with Rademacher Complexity for Symbolic RegressionChristian Raymond, Qi Chen 0002, Bing Xue 0001, Mengjie Zhang. 2657-2664 [doi]
- A Co-evolutionary Cartesian Genetic Programming with Adaptive Knowledge TransferJinghui Zhong, Linhao Li, Weili Liu, Liang Feng, Xiao-Min Hu. 2665-2672 [doi]
- Data-driven Modelling of Dynamical Systems Using Tree Adjoining Grammar and Genetic ProgrammingDhruv Khandelwal, Maarten Schoukens, Roland Tóth. 2673-2680 [doi]
- A Hybrid Genetic Programming Hyper-Heuristic Approach for Online Two-level Resource Allocation in Container-based CloudsBoxiong Tan, Hui Ma 0001, Yi Mei. 2681-2688 [doi]
- Evolutionary Planning for Multi-User Multi-Task MissionsRahul Kala. 2689-2696 [doi]
- Sensor based Evolutionary Mission PlanningAkanksha Bhardwaj, Rahul Kala. 2697-2704 [doi]
- Comparing Direct and Indirect Representations for Environment-Specific Robot Component DesignJack Collins, Ben Cottier, David Howard. 2705-2712 [doi]
- The Cost of Complexity in Robot BodiesDanielle Nagar, Alexander Furman, Geoff Nitschke. 2713-2720 [doi]
- A Study on Online Hyper-heuristic Learning for Swarm RobotsShuang Yu, Andy Song, Aldeida Aleti. 2721-2728 [doi]
- The Effects of Controller Representation on the Evolution of the Variable Speed Turn-Circle Intercept ProblemPavlos Androulakakis, Zachariah E. Fuchs. 2729-2737 [doi]
- Evaluation and Validation of Semi-Supervised Ant-inspired Sentence-Level Sentiment Prediction ClusteringMohammed Qasem, Parimala Thulasiraman. 2738-2745 [doi]
- Gradient-free Algorithms for Graph EmbeddingLiang Qu, Yuhui Shi. 2746-2752 [doi]
- Exploring Multi-Objective Optimization for Multi-Label Classifier EnsemblesSriparna Sahâ, Debanjan Sarkar, Stefan Kramer. 2753-2760 [doi]
- A Knowledge Discovery of Relationships among Dataset Entities Using Optimum Hierarchical Clustering by DE AlgorithmSedigheh Mahdavi, Shahryar Rahnamayan, Kalyanmoy Deb, Mitra Rahnamayan. 2761-2770 [doi]
- Island Model Genetic Algorithm for Feature Selection in Non-Traditional Credit Risk EvaluationYue Liu, Adam Ghandar, Georgios Theodoropoulos 0001. 2771-2778 [doi]
- New Fitness Functions in Genetic Programming for Classification with High-dimensional Unbalanced DataWenBin Pei, Bing Xue 0001, Lin Shang, Mengjie Zhang. 2779-2786 [doi]
- Variable Grid Resolution based Evolutionary Multi-objective optimization towards Micro-sitingPrateek Mittal, Kishalay Mitra. 2787-2793 [doi]
- Solving Dynamic Multi-objective Optimization Problems Using Incremental Support Vector MachineWeizhen Hu, Min Jiang, Xing Gao, Kay Chen Tan, Yiu-ming Cheung. 2794-2799 [doi]
- NSGA-II with Local Search for Multi-objective Application Deployment in Multi-CloudHui Ma 0001, Alexandre Sawczuk da Silva, Wentao Kuang. 2800-2807 [doi]
- Multi-objective Approach for Semi-Supervised Discriminant Analysis with Relative DistanceRakesh Kumar Sanodiya, Sriparna Saha 0001, Jimson Mathew, Michelle Davies Thalakottur, Utkarshinee Aadya. 2808-2815 [doi]
- Solving the Multi-Commodity Flow Problem using a Multi-Objective Genetic AlgorithmNoel Farrugia, Johann A. Briffa, Victor Buttigieg. 2816-2823 [doi]
- A multi-objective multi-factorial evolutionary algorithm with reference-point-based approachHuynh Thi Thanh Binh, Nguyen Quoc Tuan, Doan Cao Thanh Long. 2824-2831 [doi]
- Composing Distributed Data-intensive Web Services Using a Flexible Memetic AlgorithmSoheila Sadeghiram, Hui Ma 0001, Gang Chen 0002. 2832-2839 [doi]
- Genetic Approach to Stable Partitioning in Online Role Based Hedonic GamesTsenguun Tsogbadrakh, Matthew Spradling. 2840-2847 [doi]
- Diversity Improves Teamwork: Optimising Teams using a Genetic AlgorithmSoo Ling Lim, Peter J. Bentley. 2848-2855 [doi]
- Re-parametrising Cost Matrices for Tuning Model Predictive ControllersRobert Chin, Jonathan E. Rowe. 2856-2863 [doi]
- Clustering Networks Based on Physarum Optimization for Seismic Catalogs AnalysisPrasunika Khare, Satyasai Jagannath Nanda, Rahul Kumar Vijay. 2864-2871 [doi]
- Ensemble of Strategies and Perturbation Parameter Based SOMA for Constrained Technological Design Optimization ProblemRoman Senkerik, Tomas Kadavy, Adam Viktorin, Michal Pluhacek. 2872-2877 [doi]
- Random Key Self-Organizing Migrating Algorithm for Permutation ProblemsPavel Krömer, Jan Janousek, Jan Platos. 2878-2885 [doi]
- On the Particle Swarm Optimization Control Using Analytic Programming and Self Organizing Migrating AlgorithmLukas Tomaszek, Mohammed Chadli. 2886-2893 [doi]
- *Askhat Diveev, Elena Sofronova, Elizaveta Shmalko. 2894-2899 [doi]
- QDSOMA: Towards the Utilization of Quantum Computing within SOMAPetr Gajdos, Marek Behálek, Jan Janousek, Pavel Krömer. 2900-2907 [doi]
- Introducing Self-Adaptive Parameters to Self-organizing Migrating AlgorithmTomas Kadavy, Michal Pluhacek, Roman Senkerik, Adam Viktorin. 2908-2914 [doi]
- A Heuristic Based on Randomized Greedy Algorithms for the Clustered Shortest-Path Tree ProblemPham Dinh Thanh, Huynh Thi Thanh Binh, Do Dinh Dac, Nguyen Binh Long, Le Minh Hai Phong. 2915-2922 [doi]
- Minimal Node Placement for Ensuring Target Coverage With Network Connectivity and Fault Tolerance Constraints in Wireless Sensor NetworksNguyen Thi Hanh, Huynh Thi Thanh Binh, Nguyen Van Son, Phan Ngoc Lan. 2923-2930 [doi]
- Clustering and Ranking Based Methods for Selecting Tuned Search Heuristic ParametersChristoph Waibel, Ralph Evins, Jan Carmeliet. 2931-2940 [doi]
- Modulation of Force Vectors for Effective Shepherding of a Swarm: A Bi-Objective ApproachHemant Singh, Benjamin Campbell, Saber M. Elsayed, Anthony Perry, Robert Hunjet, Hussein A. Abbass. 2941-2948 [doi]
- Similarity of Continuous Optimization Problems from the Algorithm Performance PerspectiveYong-wei Zhang, Saman K. Halgamuge. 2949-2957 [doi]
- A New Brainstorming Based Algorithm for the Community Detection ProblemZohra Beldi, Malika Bessedik. 2958-2965 [doi]
- RBFA: Radial Basis Function AutoencodersMaisa Daoud, Michael Mayo, Sally Jo Cunningham. 2966-2973 [doi]
- On Evolutionary Classification EnsemblesAleksandra Kardas, Michal Kawulok, Jakub Nalepa. 2974-2981 [doi]
- XCS with Combined Reward Method (XCSCR) for Policy Search in Multistep ProblemsZheming Zhang, Will N. Browne, Dale A. Carnegie. 2982-2989 [doi]
- An Evolutionary Machine Learning Approach Towards Less Conservative Robust OptimizationPriyanka Devi Pantula, Kishalay Mitra. 2990-2997 [doi]
- Modelling Standard Work with Simple Virtual AgentsDaniel Ashlock, Amanda Saunders, James Marshall, David Calder. 2998-3005 [doi]
- Instance based Transfer Learning for Genetic Programming for Symbolic RegressionQi Chen 0002, Bing Xue 0001, Mengjie Zhang. 3006-3013 [doi]
- Quaternion-Based Backtracking Search Optimization AlgorithmLeandro Aparecido Passos, Douglas Rodrigues, João Paulo Papa. 3014-3021 [doi]
- Quantum Differential Evolution: an InvestigationKangjing Li, Saber M. Elsayed, Ruhul A. Sarker, Daryl Essam. 3022-3029 [doi]
- Hybrid parameter adaptation strategy for differential evolution to solve real-world problemsMokhtar Essaid, Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar, Daniel Fodorean. 3030-3036 [doi]
- An Analysis on the Effect of Selection on Exploration in Particle Swarm Optimization and Differential EvolutionStephen Chen 0001, Antonio Bolufé Röhler, James Montgomery, Tim Hendtlass. 3037-3044 [doi]
- On the Behaviour of Differential Evolution for Problems with Dynamic Linear ConstraintsMaryam Hasani-Shoreh, Maria Yaneli Ameca-Alducin, Wilson Blaikie, Marc Schoenauer. 3045-3052 [doi]
- A Simple and Effective Termination Condition for Both Single- and Multi-Objective Evolutionary AlgorithmsSaku Kukkonen, Carlos A. Coello Coello. 3053-3059 [doi]
- CAPSO: A Parallelized Multiobjective Cultural Algorithm Particle Swarm OptimizerSamuel Dustin Stanley, Khalid Kattan, Robert Reynolds. 3060-3069 [doi]
- A Parallel Tabu Search for the Large-scale Quadratic Assignment ProblemOmar Abdelkafi, Bilel Derbel, Arnaud Liefooghe. 3070-3077 [doi]
- Comparative Analysis of Two Asynchronous Parallelization Variants for a Multi-Objective Coevolutionary SolverAlexandru-Ciprian Zavoianu, Susanne Saminger-Platz, Wolfgang Amrhein. 3078-3085 [doi]
- Distributed NSGA-II Sharing Extreme Non-dominated Solutions for Improving Accuracy and Achieving Speed-upYuji Sato, Mikiko Sato, Minami Miyakawa. 3086-3093 [doi]
- Parallelization Strategies for GPU-Based Ant Colony Optimization Solving the Traveling Salesman ProblemBreno Augusto De Melo Menezes, Herbert Kuchen, Hugo A. Amorim Neto, Fernando Buarque de Lima Neto. 3094-3101 [doi]
- Achieving Flexible Scheduling of Heterogeneous Workflows in Cloud through a Genetic Programming Based ApproachYongbo Yu, Yalian Feng, Hui Ma 0001, Aaron Chen, Chen Wang 0013. 3102-3109 [doi]
- The EZopt Optimisation FrameworkTim Hendtlass. 3110-3117 [doi]
- Random Walk Mutation-based DE with EDA for Nonlinear Equations SystemsZuowen Liao, Wenyin Gong, Zhihua Cai, Ling Wang, Yong Wang 0002. 3118-3125 [doi]
- CEC Real-Parameter Optimization Competitions: Progress from 2013 to 2018Urban Skvorc, Tome Eftimov, Peter Korosec. 3126-3133 [doi]
- A Metaheuristic for Bilevel Optimization Using Tykhonov Regularization and the Quasi-Newton MethodJesús-Adolfo Mejía-de-Dios, Efrén Mezura-Montes. 3134-3141 [doi]
- On-line Search History-assisted Restart Strategy for Covariance Matrix Adaptation Evolution StrategyYang Lou, Shiu Yin Yuen, Guanrong Chen, Xin Zhang. 3142-3149 [doi]
- New Improved SALSHADE-cnEpSin Algorithm with Adaptive ParametersRohit Salgotra, Urvinder Singh, Sriparna Saha 0001, Atulya Nagar. 3150-3156 [doi]
- Introducing the Dynamic Customer Location-Allocation ProblemReginald Ankrah, Benjamin Lacroix, John A. W. McCall, Andrew Hardwick, Anthony Conway. 3157-3164 [doi]
- Investigation of Asynchrony in Dynamic Multi-Objective OptimizationDaniel Herring, Michael Kirley, Xin Yao. 3165-3172 [doi]
- Modified Selection and Search in Learning Automata Based Artificial Bee Colony in Noisy EnvironmentPratyusha Rakshit, Amit Konar, Atulya K. Nagar. 3173-3180 [doi]
- A Greedy, Generative, Lattice Representation for Point PackingDaniel Ashlock, Jeremy Gilbert. 3181-3188 [doi]
- Large-scale Optimization Using Center-based Differential Evolution with Dynamic Mutation SchemeHanan Hiba, Amin Ibrahim, Shahryar Rahnamayan. 3189-3196 [doi]
- An Evolutionary Deep Learning Approach Using Genetic Programming with Convolution Operators for Image ClassificationYing Bi, Bing Xue 0001, Mengjie Zhang. 3197-3204 [doi]
- Evolving Collective Cognition of Robotic Swarms in the Foraging Task with PoisonMotoaki Hiraga, Yufei Wei, Kazuhiro Ohkura. 3205-3212 [doi]
- Search Property of Nonlinear Map OptimizationKenya Jin'no, Tomoyuki Sasaki, Hidehiro Nakano. 3213-3220 [doi]
- Application of MOEA/D to a Trade-Off Problem Between Maximum Power Point and StabilityTomoyuki Togawa, Yusuke Kunii, Shin Yasukawa, Toshimichi Saito. 3221-3226 [doi]
- Trust in Computational Intelligence Systems: A Case Study in Public PerceptionsKeeley A. Crockett, Sean Goltz, Matt Garratt, Annabel Latham. 3227-3234 [doi]
- Unlocking the Black Box of Wearable Intelligence: Ethical Considerations and Social ImpactLauri Tuovinen, Alan F. Smeaton. 3235-3243 [doi]
- Learning to Rank Peptide-Spectrum Matches Using Genetic ProgrammingSamaneh Azari, Mengjie Zhang, Bing Xue 0001, Lifeng Peng. 3244-3251 [doi]
- Generating Nonlinear Models of Functional Connectivity from Functional Magnetic Resonance Imaging Data with Genetic ProgrammingJames Alexander Hughes, Mark Daley. 3252-3261 [doi]
- Parallel Island Model Genetic Algorithms applied in NP-Hard problemsLucas A. da Silveira, José Luis Soncco-Álvarez, Thaynara A. de Lima, Mauricio Ayala-Rincón. 3262-3269 [doi]
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- Hybrid ISMC-PIO and Receding Horizon Control for UAVs FormationXiaobin Xu, Haibin Duan, Yimin Deng, Delin Luo. 3277-3284 [doi]
- PDG-PIO: Predicting Disease-genes Based on Pigeon-inspired OptimizationYuchen Zhang 0003, Xiujuan Lei, Shi Cheng. 3285-3291 [doi]
- Chaotic Evolution Algorithms Using Opposition-Based LearningTianshui Li, Yan Pei. 3292-3299 [doi]
- VARMOG: A Co-Evolutionary Algorithm to Identify Manifolds on Large DataHéctor D. Ménendez. 3300-3307 [doi]
- Online Feature-Generation of Code Fragments for XCS to Guide Feature ConstructionTrung B. Nguyen, Will N. Browne, Mengjie Zhang. 3308-3315 [doi]
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- A Dendritic Cell Immune System Inspired Approach for Stock Market Manipulation DetectionBaqar Rizvi, Ammar Belatreche, Ahmed Bouridane. 3325-3332 [doi]
- Optimising Directional Changes trading strategies with different algorithmsJurgen Palsma, Adesola Adegboye. 3333-3340 [doi]
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- Evolutionary Optimization on k-Nearest Neighbors Classifier for Imbalanced DatasetsYu-Hsin Shih, Chuan-Kang Ting. 3348-3355 [doi]
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- A Seeding-based GA for Location-Aware Workflow Deployment in Multi-cloud EnvironmentTao Shi, Hui Ma 0001, Gang Chen 0002. 3364-3371 [doi]
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- Low-Thrust Trajectory Design Optimization with Stochastic ConvolutionLiqiang Hou, Shufan Wu, Zhaohui Hou, Zhongcheng Mu. 3380-3387 [doi]
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- Multifactorial optimization using Artificial Bee Colony and its application to Car Structure Design OptimizationGen Yokoya, Heng Xiao, Toshiharu Hatanaka. 3404-3409 [doi]