Table of Contents

• General chair's welcomeJosé Antonio Lozano. [doi]
• Tuning of a stigmergy-based traffic light controller as a dynamic optimization problemJérémie Dubois-Lacoste, Thomas Stützle. 1-8 [doi]
• A hybrid iterated greedy algorithm for the distributed no-wait flow shop scheduling problemWeishi Shao, Dechang Pi, Zhongshi Shao. 9-16 [doi]
• A multi-agent genetic algorithm for improving the robustness of communities in complex networks against attacksShuai Wang, Jing Liu. 17-22 [doi]
• Enhancing the robustness of complex networks against edge-based-attack cascading failuresShuai Wang, Jing Liu. 23-28 [doi]
• Fuel consumption optimization of heavy-duty vehicles using genetic algorithmsSina Torabi, Mattias Wahde. 29-36 [doi]
• Gravitational search algorithm with linearly decreasing gravitational constant for parameter estimation of photovoltaic cellsA. Rezaee Jordehi. 37-42 [doi]
• A multi-agent genetic algorithm for multi-period emergency resource scheduling problems in uncertain traffic networkYawen Zhou, Jing Liu. 43-50 [doi]
• A multi-objective evolutionary algorithm for emergency logistics scheduling in large-scale disaster reliefXiaohui Gan, Jing Liu. 51-58 [doi]
• Variable neighborhood search for the large phylogeny problem using gene order dataJosé Luis Soncco-Álvarez, Mauricio Ayala-Rincón. 59-66 [doi]
• Neuroevolution-based Inverse Reinforcement LearningKaran K. Budhraja, Tim Oates. 67-76 [doi]
• Minimizing THD of multilevel inverters with optimal values of DC voltages and switching angles using LSHADE-EpSin algorithmPartha P. Biswas, Noor H. Awad, Ponnuthurai N. Suganthan, Mostafa Z. Ali, Gehan A. J. Amaratunga. 77-82 [doi]
• Optimal placement of wind turbines in a windfarm using L-SHADE algorithmPartha P. Biswas, Ponnuthurai N. Suganthan, Gehan A. J. Amaratunga. 83-88 [doi]
• A multi-objective and cost-aware optimization of requirements assignment for reviewYan Li, Tao Yue, Shaukat Ali, Li Zhang. 89-96 [doi]
• Weighted empirical distribution based approach to Chance Constrained Optimization Problems using Differential EvolutionKiyoharu Tagawa, Shun Miyanaga. 97-104 [doi]
• Decomposition Based Evolutionary Algorithm with a Dual Set of reference vectorsKalyan Shankar Bhattacharjee, Hemant Kumar Singh, Tapabrata Ray, Qingfu Zhang. 105-112 [doi]
• An initialization technique for geometric semantic GP based on demes evolution and despeciationLeonardo Vanneschi, Illya Bakurov, Mauro Castelli. 113-120 [doi]
• A parallel and distributed semantic Genetic Programming systemLeonardo Vanneschi, Bernardo Galvao. 121-128 [doi]
• A hybrid evolutionary algorithm based on solution merging for the longest arc-preserving common subsequence problemChristian Blum 0001, Maria J. Blesa. 129-136 [doi]
• An evolutionary multiobjective based approach to improve robustness in directional overcurrent relay coordinationMateus H. Costa, Martín Gómez Ravetti, Rodney R. Saldanha, Eduardo G. Carrano. 137-144 [doi]
• LSHADE with semi-parameter adaptation hybrid with CMA-ES for solving CEC 2017 benchmark problemsAli W. Mohamed, Anas A. Hadi, Anas M. Fattouh, Kamal M. Jambi. 145-152 [doi]
• Gems: A novel method to accelerate Evolutionary AlgorithmsRory Murphy, David Fagan, Michael O'Neill. 153-160 [doi]
• The effect of evaluation time variance on asynchronous Particle Swarm OptimizationKenneth L. Holladay, Keith Pickens, Gregory Miller. 161-168 [doi]
• Lexicase selection promotes effective search and behavioural diversity of solutions in Linear Genetic ProgrammingKaroliina Oksanen, Ting Hu. 169-176 [doi]
• Geometric semantic genetic programming for biomedical applications: A state of the art upgradeLeonardo Vanneschi, Mauro Castelli, Ivo Gonçalves, Luca Manzoni, Sara Silva. 177-184 [doi]
• An Adaptive Large Neighborhood Search with Learning Automata for the Unrelated Parallel Machine Scheduling ProblemLuciano Perdigão Cota, Frederico Gadelha Guimarães, Fernando B. de Oliveira, Marcone J. Freitas Souza. 185-192 [doi]
• Object tracking using Particle Swarm Optimization and Earth mover's distanceGongyi Xia, Simone A. Ludwig. 193-200 [doi]
• On the combination of coevolution and novelty searchFabian Franz, Jan Paredis, Rico Möckel. 201-208 [doi]
• A comparative study of constrained multi-objective evolutionary algorithms on constrained multi-objective optimization problemsZhun Fan, Yi Fang, Wenji Li, Jiewei Lu, Xinye Cai, Caimin Wei. 209-216 [doi]
• Multi-agent systems applied to power loss minimization in distribution-level smart grid with dynamic load variationFilipe de Oliveira Saraiva, Lars Nordström, Eduardo Nobuhiro Asada. 217-224 [doi]
• A heuristic algorithm for solving resource constrained project scheduling problemsShelvin Chand, Hemant Kumar Singh, Tapabrata Ray. 225-232 [doi]
• MEmory Genetic Algorithm Hybridized for ZeolitesOmar Abdelkafi, Lhassane Idoumghar, Julien Lepagnot, Jean-Louis Paillaud. 233-240 [doi]
• Detecting Outlier Intelligence in the behavior of intelligent coalitions of agentsLászló Barna Iantovics, Adrian Gligor, Veska Georgieva. 241-248 [doi]
• Investigating IKK dynamics in the NF-κB signalling pathway using X-MachinesRichard A. Williams, Jonathan Timmis, Eva E. Qwarnstrom. 249-256 [doi]
• Weighted Manhattan Distance Classifier; SELDI data for Alzheimer's disease diagnosisOriehi Edisemi Destiny Anyaiwe, Gautam B. Singh, George D. Wilson, Timothy J. Geddes. 257-262 [doi]
• Parallel peaks: A visualization method for benchmark studies of multimodal optimizationRan Cheng, Miqing Li, Xin Yao 0001. 263-270 [doi]
• A study of agnostic hyper-heuristics based on sampling solution chainsChung-Yao Chuang, Stephen F. Smith. 271-278 [doi]
• Exploring the evolution of Genotype Phenotype MappingsJan Paredis. 279-285 [doi]
• Particle Swarm Optimisation with genetic operators for feature selectionBach Hoai Nguyen, Bing Xue, Peter Andreae, Mengjie Zhang. 286-293 [doi]
• Short-term traffic flow prediction with optimized Multi-kernel Support Vector MachineXianyao Ling, Xinxin Feng, Zhonghui Chen, Yiwen Xu, Haifeng Zheng. 294-300 [doi]
• Inferior solutions in Gaussian EDA: Useless or useful?Yongsheng Liang, Zhigang Ren, Lin Wang, Bei Pang, Mohammad Moinul Hossain. 301-307 [doi]
• Problem Encoding Allowing Cheap Fitness Computation of Mutated IndividualsMichal Witold Przewozniczek. 308-316 [doi]
• A bi-objective hybrid constrained optimization (HyCon) method using a multi-objective and penalty function approachRituparna Datta, Kalyanmoy Deb, Aviv Segev. 317-324 [doi]
• Incentive mechanism for participatory sensing: A contract-based approachZhonghui Chen, Yeting Lin, Xinxin Feng, Haifeng Zheng, Yiwen Xu. 325-332 [doi]
• Ensemble-based multi-objective clustering algorithms for gene expression data setsJianxia Li, Ruochen Liu, Mingyang Zhang, Yangyang Li. 333-340 [doi]
• A new learning based dynamic multi-objective optimisation evolutionary algorithmXiaogang Fu, Jianyong Sun. 341-348 [doi]
• Optimal parameter regions for particle swarm optimization algorithmsKyle Robert Harrison, Beatrice M. Ombuki-Berman, Andries P. Engelbrecht. 349-356 [doi]
• Comparison of visualization approaches in many-objective optimizationZhenan He, Gary G. Yen. 357-363 [doi]
• Evolving dispatching rules for dynamic Job shop scheduling with uncertain processing timesDeepak Karunakaran, Yi Mei, Gang Chen 0002, Mengjie Zhang. 364-371 [doi]
• Ensemble sinusoidal differential covariance matrix adaptation with Euclidean neighborhood for solving CEC2017 benchmark problemsNoor H. Awad, Mostafa Z. Ali, Ponnuthurai N. Suganthan. 372-379 [doi]
• A novel differential crossover strategy based on covariance matrix learning with Euclidean neighborhood for solving real-world problemsNoor H. Awad, Mostafa Z. Ali, Ponnuthurai N. Suganthan, Robert G. Reynolds, Ali M. Shatnawi. 380-386 [doi]
• Evolutionary optimization of weight coefficients of power spectrum for detection of driver-induced steering oscillationsDipak Gaire Sharma, Ivan Tanev, Katsunori Shimohara. 387-394 [doi]
• Improved artificial bee colony algorithm for solving urban traffic light scheduling problemKai-Zhou Gao, Yicheng Zhang 0001, Ali Sadollah, Rong Su. 395-402 [doi]
• The AWA Artificial emergent aWareness Architecture model for Artificial Immune EcosystemsPierre Parrend, Pierre David, Fabio Guigou, Cedric Pupka, Pierre Collet. 403-410 [doi]
• Many-objective optimization for community detection in multi-layer networksClara Pizzuti, Annalisa Socievole. 411-418 [doi]
• Genetic programming for improved cryptanalysis of elliptic curve cryptosystemsTim Ribaric, Sheridan K. Houghten. 419-426 [doi]
• Global view-based selection mechanism for many-objective evolutionary algorithmsYanan Sun, Gary G. Yen, Zhang Yi 0001. 427-434 [doi]
• Efficient multi-objective evolutionary algorithms for solving the multi-stage weapon target assignment problem: A comparison studyJuan Li, Jie Chen, Bin Xin, Lu Chen. 435-442 [doi]
• An improved multiobjective evolutionary approach for community detection in multilayer networksWenfeng Liu, Shanfeng Wang, Maoguo Gong, Mingyang Zhang. 443-449 [doi]
• Differential evolution algorithm with learning selection strategy for SAR image change detectionFeng Chen, Jiao Shi, Yunhong Ma, Yu Lei, Maoguo Gong. 450-457 [doi]
• Multi-objective endmember extraction for hyperspectral imagesHao Li, Jingjing Ma, Jia Liu, Maoguo Gong, Mingyang Zhang. 458-465 [doi]
• Fuzzy multi-objective sparse feature learningNa Li, Yu Lei, Jiao Shi, Maoguo Gong. 466-473 [doi]
• Evolutionary multi-task learning for modular extremal learning machineZedong Tang, Maoguo Gong, Mingyang Zhang. 474-479 [doi]
• Nature-inspired heuristics for the multiple-vehicle selective pickup and delivery problem under maximum profit and incentive fairness criteriaJavier Del Ser, Ana I. Torre-Bastida, Ibai Lana, Miren Nekane Bilbao, Cristina Perfecto. 480-487 [doi]
• Discrete particle swarm optimization based influence maximization in complex networksQixiang Wang, Maoguo Gong, Chao Song, Shanfeng Wang. 488-494 [doi]
• Memetic algorithm based feature selection for hyperspectral images classificationMingyang Zhang, Jingjing Ma, Maoguo Gong, Hao Li, Jia Liu. 495-502 [doi]
• Clustering-based evolution control for surrogate-assisted particle swarm optimizationHaibo Yu, Ying Tan, Chao-li Sun, Jianchao Zeng. 503-508 [doi]
• An improved Brain Storm Optimization algorithm based on graph theoryGai-Ge Wang, Guo-sheng Hao, Shi Cheng, Yuhui Shi, Zhihua Cui. 509-515 [doi]
• Harmonic analysis and resynthesis of Sliding-Tile Puzzle heuristicsJerry Swan. 516-524 [doi]
• A Multi-Armed Bandit selection strategy for Hyper-heuristicsAlexandre Silvestre Ferreira, Richard Aderbal Gonçalves, Aurora Pozo. 525-532 [doi]
• Coral Reef Optimization for intensity-based medical image registrationEnrique Bermejo, Manuel Chica, Sancho Salcedo-Sanz, Oscar Cordón. 533-540 [doi]
• Distributed path planning for multi-robot teams based on Artificial Bee ColonyMarco A. Contreras-Cruz, Jose J. Lopez-Perez, Víctor Ayala-Ramírez. 541-548 [doi]
• Optimal vibration control and innovization for rectangular plateShamim Mashrouteh, Shahryar Rahnamayan, Ebrahim Esmailzadeh. 549-556 [doi]
• A Parallel Tabu Search for the Unconstrained Binary Quadratic Programming problemJialong Shi, Qingfu Zhang, Bilel Derbel, Arnaud Liefooghe. 557-564 [doi]
• Vector evaluated particle swarm optimization: The archive's influence on performanceChristiaan Scheepers, Andries P. Engelbrecht. 565-572 [doi]
• Multi-view semi-supervised learning using genetic programming interpretable classification rulesCarlos García-Martínez, Sebastián Ventura. 573-579 [doi]
• MO-MAHM: A parallel Multi-agent Architecture for Hybridization of Metaheuristics for multi-objective problemsIgor Rosberg de Medeiros Silva, Elizabeth Ferreira Gouvea Goldbarg, Emerson B. de Carvalho, Marco César Goldbarg. 580-587 [doi]
• A parameterized scheme of metaheuristics with exact methods for determining the Principle of Least Action in Data Envelopment AnalysisMartin Gonzalez-Rodriguez, Jose-Juan López-Espín, Juan Aparicio, Domingo Giménez, El-Ghazali Talbi. 588-595 [doi]
• Using Evolutionary Mutation Testing to improve the quality of test suitesPedro Delgado-Pérez, Inmaculada Medina-Bulo, Manuel Nunez. 596-603 [doi]
• Empirical study of bound constraint-handling methods in Particle Swarm Optimization for constrained search spacesEfrén Juárez-Castillo, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes. 604-611 [doi]
• Improved evolutionary generation of test data for multiple paths in search-based software testingZiming Zhu, Xiong Xu, Li Jiao. 612-620 [doi]
• On multi-objective efficient global optimization via universal Kriging surrogate modelPramudita Satria Palar, Koji Shimoyama. 621-628 [doi]
• A dynamic search space approach to improving learning on a simulated Flapping Wing Micro Air VehicleMonica Sam, Sanjay K. Boddhu, John C. Gallagher. 629-635 [doi]
• A virtual-decision-maker library considering personalities and dynamically changing preference structures for interactive multiobjective optimizationLu Chen, Bin Xin, Jie Chen, Juan Li. 636-641 [doi]
• Genetic Fuzzy c-mean clustering-based decomposition for low power FSM synthesisYanyun Tao, Qinyu Wang, Yuzhen Zhang. 642-648 [doi]
• Efficient nonlinear correlation detection for decomposed search in evolutionary multi-objective optimizationHanding Wang, Yaochu Jin. 649-656 [doi]
• Schematic study on interaction and imbalance effects of variables for Large-Scale OptimizationSedigheh Mahdavi, Shahryar Rahnamayan. 657-664 [doi]
• Adaptive GA-based AR-hidden Markov model for time series forecastingNaoki Toriyama, Keiko Ono, Yukiko Orito. 665-672 [doi]
• Finding Multi-Density Clusters in non-stationary data streams using an Ant Colony with adaptive parametersConor Fahy, Shengxiang Yang, Mario Gongora. 673-680 [doi]
• A tensor-based mutation operator for Neuroevolution of Augmenting Topologies (NEAT)Aldo Marzullo, Claudio Stamile, Giorgio Terracina, Francesco Calimeri, Sabine Van Huffel. 681-687 [doi]
• Search-based test case generation for Cyber-Physical SystemsAitor Arrieta, Shuai Wang, Urtzi Markiegi, Goiuria Sagardui, Leire Etxeberria. 688-697 [doi]
• Clustering and differential evolution for multimodal optimizationBorko Boskovic, Janez Brest. 698-705 [doi]
• A novel Fireworks Algorithm with wind inertia dynamics and its application to traffic forecastingIbai Lana, Javier Del Ser, Manuel Vélez. 706-713 [doi]
• Engineering benchmark generation and performance measurement of evolutionary algorithmsJoong-Hoon Kim, Ho-Min Lee, Donghwi Jung, Ali Sadollah. 714-717 [doi]
• A study on auto-configuration of Multi-Objective Particle Swarm Optimization AlgorithmRicardo Henrique Remes de Lima, Aurora Trinidad Ramirez Pozo. 718-725 [doi]
• A variable block insertion heuristic for permutation flowshops with makespan criterionMehmet Fatih Tasgetiren, Quan-ke Pan, Damla Kizilay, Mario C. Vélez-Gallego. 726-733 [doi]
• An algorithm for a class of real-life multi-objective optimization problems with a sweeping objectiveFábio Passos, Elisenda Roca, R. Castro-López, Francisco V. Fernández. 734-740 [doi]
• Parallel genetic algorithms with sharing of individuals for sorting unsigned genomes by reversalsLucas Angelo da Silveira, José Luis Soncco-Álvarez, Mauricio Ayala-Rincón. 741-748 [doi]
• Exploiting the social graph: Increasing engagement in a collaborative Interactive Evolution applicationMario García Valdez, José Christian Romero, Alejandra Mancilla, Juan Julián Merelo Guervós. 749-756 [doi]
• An LaF-CMAES hybrid for optimization in multi-modal search spacesAntonio Bolufé Röhler, Dania Tamayo-Vera, Stephen Chen. 757-764 [doi]
• Real-world applications in the communications industry - when do we resort to Differential Evolution?Rainer Storn. 765-772 [doi]
• Subdividing Labeling Genetic Algorithm: A new method for solving continuous nonlinear optimization problemsMajid Esmaelian, Francisco J. Santos-Arteaga, Madjid Tavana, Masoumeh Vali. 773-780 [doi]
• Landscape estimation of decision-tree induction based on grammatical Evolution using rank correlationKeiko Ono, Jun-ichi Kushida. 781-788 [doi]
• Design of multi-product multi-period two-echelon supply chain network to minimize bullwhip effect through differential evolutionOzgur Kabadurmus, M. Serdar Erdogan, Mehmet Fatih Tasgetiren. 789-796 [doi]
• A decomposition based multiobjective evolutionary algorithm with semi-supervised classificationXiaoji Chen, Chuan Shi, Aimin Zhou, Bin Wu, Zixing Cai. 797-804 [doi]
• Analysis among winners of different IEEE CEC competitions on real-parameters optimization: Is there always improvement?Daniel Molina, Francisco Moreno-Garcia, Francisco Herrera. 805-812 [doi]
• Modeling, analysis and simulation on searching for global optimum region of particle swarm optimizationJun Liu 0031, Ping Li 0005, Xiaoning Ma, Jiaxun Xie. 813-821 [doi]
• A genetic algorithm for the UCITS-constrained index-tracking problemOliver Strub, Norbert Trautmann. 822-829 [doi]
• Use of derived heuristics in improved performance of evolutionary optimization: An application to gold processing plantChristie Myburgh, Kalyanmoy Deb. 830-837 [doi]
• A cooperative Brain Storm Optimization AlgorithmRicardo García-Ródenas, Luis Jimenez Linares, Julio Alberto Lopez-Gomez. 838-845 [doi]
• Using fuzzy automata to diagnose and predict heart problemsAzahara Camacho, Mercedes G. Merayo, Manuel Núñez. 846-853 [doi]
• Genetic prOgramming for image feature descriptor learningStanton R. Price, Derek T. Anderson. 854-860 [doi]
• Scatter search for distributed assembly flowshop scheduling to minimize total tardinessYixin Yang, Peng Li, Shouyang Wang, Bo Liu, Yongliang Luo. 861-868 [doi]
• Evolutionary algorithm with convergence speed controller for automated software test data generation problemFangqing Liu, Han Huang, Zhifeng Hao. 869-875 [doi]
• Convergence criteria for the particle swarm optimization in a full iterative processSameh Kessentini, Dominique Barchiesi. 876-881 [doi]
• A PSO-based hyper-heuristic for evolving dispatching rules in job shop schedulingSu Nguyen, Mengjie Zhang. 882-889 [doi]
• Solving dynamic vehicle routing problem via evolutionary search with learning capabilityL. Zhou, L. Feng, A. Gupta, Yew-Soon Ong, K. Liu, C. Chen, Edwin Hsing-Mean Sha, B. Yang, B. W. Yan. 890-896 [doi]
• Evolutionary Multi-Objective Optimization of business process designs with pre-processingKostas Georgoulakos, Kostas Vergidis, George Tsakalidis, Nikolaos Samaras. 897-904 [doi]
• Multi-objective Evolutionary optimization based on Decomposition with Linkage Identification considering monotonicityKousuke Izumiya, Masaharu Munetomo. 905-912 [doi]
• An efficient rank-1 update for Cholesky CMA-ES using auxiliary evolution pathZhenhua Li, Qingfu Zhang. 913-920 [doi]
• An empirical study of multifactorial PSO and multifactorial DEL. Feng, W. Zhou, L. Zhou, S. W. Jiang, J. H. Zhong, B. S. Da, Z. X. Zhu, Y. Wang. 921-928 [doi]
• Evolving test environments to identify faults in swarm robotics algorithmsHao Wei, Jon Timmis, Rob Alexander. 929-935 [doi]
• Situated color aesthetics by evolutionary computationMichael S. Bittermann, Özer Ciftcioglu. 936-943 [doi]
• Evolutionary design of FRAX decksDaniel A. Ashlock, Andrew McEachern. 944-951 [doi]
• Dynamic Distance Minimization Problems for dynamic multi-objective optimizationHeiner Zille, Andre Kottenhahn, Sanaz Mostaghim. 952-959 [doi]
• A parallel Ant Colony System based on region decomposition for Taxi-Passenger MatchingXin Situ, Wei-neng Chen, Yue-jiao Gong, Ying Lin, Wei jie Yu, Zhiwen Yu, Jun Zhang. 960-967 [doi]
• A comparative study of Multiobjective Evolutionary Algorithms for Wireless Local Area Network designMarlon Paolo Lima, Rafael F. Alexandre, Ricardo H. C. Takahashi, Eduardo G. Carrano. 968-975 [doi]
• Accelerating MOEA/D by Nelder-Mead methodHanwei Zhang, Aimin Zhou, Guixu Zhang, Hemant Kumar Singh. 976-983 [doi]
• Learning automata induced artificial bee colony for noisy optimizationPratyusha Rakshit, Amit Konar, Atulya K. Nagar. 984-991 [doi]
• EDA based probabilistic Memetic Algorithm for distributed blocking permutation flowshop scheduling with sequence dependent setup timeWenzhe Duan, Zhengyang Li, Yixin Yang, Bo Liu, Keyao Wang. 992-999 [doi]
• On asymptotic complexity of the optimum Golomb ruler problem: From established stochastic methods to self-avoiding walksFranc Brglez, Borko Boskovic, Janez Brest. 1000-1007 [doi]
• Multi-Objective skylight optimization for a healthcare facility foyer spaceMuhittin Yufka, Berk Ekici, Cemre Cubukcuoglu, Ioannis Chatzikonstantinou, I. Sevil Sariyildiz. 1008-1014 [doi]
• Similarities and sensitivity: Immune and ant algorithms applied towards roboticsCamelia-Mihaela Pintea, Simone A. Ludwig, Petrica C. Pop, Oliviu Matei. 1015-1020 [doi]
• Design of rectangular façade modules through computational intelligenceSelim Karaman, Berk Ekici, Cemre Cubukcuoglu, Basak Kundakci Koyunbaba, Ilker Kahraman. 1021-1028 [doi]
• An evolutionary approach for fMRI big data classificationAmirhessam Tahmassebi, Amir H. Gandomi, Ian McCann, Mieke H. J. Schulte, Lianne Schmaal, Anna E. Goudriaan, Anke Meyer-Baese. 1029-1036 [doi]
• Multi-objective optimization of artificial swimmersSiddhartha Verma, Panagiotis E. Hadjidoukas, Philipp Wirth, Petros Koumoutsakos. 1037-1046 [doi]
• A modified indicator-based evolutionary algorithm (mIBEA)Wenwen Li, Ender Özcan, Robert John, John H. Drake, Aneta Neumann, Markus Wagner 0007. 1047-1054 [doi]
• Tuning a Simulated Annealing metaheuristic for cross-domain searchWarren G. Jackson, Ender Özcan, Robert I. John. 1055-1062 [doi]
• A comparison of three large-scale global optimizers on the CEC 2017 single objective real parameter numerical optimization benchmarkAntonio LaTorre, Jose-Maria Pena. 1063-1070 [doi]
• On the scalability of population restart mechanisms on large-scale global optimizationAntonio LaTorre, Jose-Maria Pena. 1071-1078 [doi]
• Applying the biased form of the adaptive generative representationJames Montgomery, Daniel Ashlock. 1079-1086 [doi]
• Evolutionary approaches for surgical path planning: A quantitative study on Deep Brain StimulationNoura Hamzé, Pierre Collet, Caroline Essert. 1087-1094 [doi]
• SADE-SPL: A Self-Adapting Differential Evolution algorithm with a loop Structure Pattern Library for the PSP problemMariana Oliveira, Bruno Borguesan, Márcio Dorn. 1095-1102 [doi]
• PasMoQAP: A parallel asynchronous memetic algorithm for solving the Multi-Objective Quadratic Assignment ProblemClaudio Sanhueza, Francia Jimenez, Regina Berretta, Pablo Moscato. 1103-1110 [doi]
• An evolutionary multi-agent algorithm to explore the high degree of selectivity in three-dimensional protein structuresLeonardo de Lima Correa, Mario Inostroza-Ponta, Márcio Dorn. 1111-1118 [doi]
• Using local search strategies to improve the performance of NSGA-II for the Multi-Criteria Minimum Spanning Tree problemJorge Parraga-Alava, Márcio Dorn, Mario Inostroza-Ponta. 1119-1126 [doi]
• A note on constrained multi-objective optimization benchmark problemsRyoji Tanabe, Akira Oyama. 1127-1134 [doi]
• A dynamic migration policy to the Island ModelGrasiele Duarte, Afonso C. C. Lemonge, Leonardo Goliatt da Fonseca. 1135-1142 [doi]
• Information core optimization using Evolutionary Algorithm with Elite Population in recommender systemsCaihong Mu, Huiwen Cheng, Wei Feng, Yi Liu, Rong Qu. 1143-1149 [doi]
• Change detection in SAR images based on the salient map guidance and an accelerated genetic algorithmCaihong Mu, Chengzhou Li, Yi Liu, Menghua Sun, Licheng Jiao, Rong Qu. 1150-1157 [doi]
• Particle filter track-before-detect algorithm with Lamarckian inheritance for improved dim target trackingLin Li, Yun Li. 1158-1164 [doi]
• Multi-objective optimization with Proper Orthogonal Decomposition and Gaussian predictive distributionLiqiang Hou, Gang Zhao, Yue Yang, Zhaohui Hou. 1165-1172 [doi]
• On using novel "Anti-Bayesian" techniques for the classification of dynamical data streamsHugo Lewi Hammer, Anis Yazidi, B. John Oommen. 1173-1182 [doi]
• Search-based requirements traceability recovery: A multi-objective approachAdnane Ghannem, Mohamed Salah Hamdi, Marouane Kessentini, Hany H. Ammar. 1183-1190 [doi]
• Enhanced operation of grid-connected photovoltaic system using interval type-2 fuzzy controlT. Vigneysh, N. Kumarappan. 1191-1198 [doi]
• Stability analysis and dynamic performance enhancement of autonomous microgrid using adaptive fuzzy PI controllerT. Vigneysh, N. Kumarappan. 1199-1206 [doi]
• A new open-source Energy Management framework: Functional description and preliminary resultsMarco Fagiani, Marco Severini, Stefano Squartini, Lucio Ciabattoni, Francesco Ferracuti, Alessandro Fonti, Gabriele Comodi. 1207-1214 [doi]
• Performance comparison of parallel asynchronous multi-objective evolutionary algorithm with different asynchronyTomohiro Harada, Keiki Takadama. 1215-1222 [doi]
• Link mapping-oriented ant colony system for virtual network embeddingHong-Kun Zheng, Jing-jing Li, Yue-jiao Gong, Wei-neng Chen, Zhiwen Yu, Zhi-hui Zhan, Ying Lin. 1223-1230 [doi]
• A unified differential evolution algorithm for constrained optimization problemsAnupam Trivedi, Krishnendu Sanyal, Pranjal Verma, Dipti Srinivasan. 1231-1238 [doi]
• Document clustering with evolved search queriesLaurence Hirsch, Alessandro Di Nuovo. 1239-1246 [doi]
• How to best Automate Intersection ManagementAashiq Parker, Geoff Nitschke. 1247-1254 [doi]
• Intelligent appliance control algorithm for optimizing user energy demand in smart homesRahul Mehta, Dipti Srinivasan, Pranjal Verma. 1255-1262 [doi]
• PSO-based Search mechanism in dynamic environments: Swarms in Vector FieldsPalina Bartashevich, Luigi Grimaldi, Sanaz Mostaghim. 1263-1270 [doi]
• Revisiting the 4-part harmonization problem with GAs: A critical review and proposals for improvingFrancisco Fernández de Vega. 1271-1278 [doi]
• Genetic programming for solving common and domain-independent generic recursive problemsTessa Phillips, Mengjie Zhang, Bing Xue. 1279-1286 [doi]
• Common subtrees in related problems: A novel transfer learning approach for genetic programmingDamien O'Neill, Harith Al-Sahaf, Bing Xue, Mengjie Zhang. 1287-1294 [doi]
• Linearized domain adaptation in evolutionary multitaskingKavitesh Kumar Bali, Abhishek Gupta, Liang Feng, Yew-Soon Ong, Puay Siew Tan. 1295-1302 [doi]
• Using sentiment from Twitter optimized by Genetic Algorithms to predict the stock marketCarlos Simoes, Rui Ferreira Neves, Nuno Horta. 1303-1310 [doi]
• Single objective real-parameter optimization: Algorithm jSOJanez Brest, Mirjam Sepesy Maucec, Borko Boskovic. 1311-1318 [doi]
• A new Hybrid Genetic Variable Neighborhood search heuristic for the Vehicle Routing Problem with Multiple Time WindowsSlim Belhaiza, Rym M'Hallah, Ghassen Ben Brahim. 1319-1326 [doi]
• Organization-based Multi-Agent structure of the Smart Home Electricity SystemAmin Shokri Gazafroudi, Tiago Pinto, Francisco Prieto Castrillo, Javier Prieto, Juan Manuel Corchado, Aria Jozi, Zita A. Vale, Ganesh Kumar Venayagamoorthy. 1327-1334 [doi]
• Modeling undependable subsidies with three-player generalized divide the dollarDaniel A. Ashlock, Garrison W. Greenwood. 1335-1342 [doi]
• An efficient batch expensive multi-objective evolutionary algorithm based on DecompositionXi Lin, Qingfu Zhang, Sam Kwong. 1343-1349 [doi]
• Multi-method based orthogonal experimental design algorithm for solving CEC2017 competition problemsKaram M. Sallam, Saber M. Elsayed, Ruhul A. Sarker, Daryl Leslie Essam. 1350-1357 [doi]
• Enhanced individual-dependent differential evolution with population size adaptationPetr Bujok, Josef Tvrdík. 1358-1365 [doi]
• Preference incorporation to solve multi-objective mission planning of agile earth observation satellitesLongmei Li, Feng Yao, Ning Jing, Michael Emmerich. 1366-1373 [doi]
• Characterising neutrality in neural network error landscapesWillem Abraham van Aardt, Anna Sergeevna Bosman, Katherine Mary Malan. 1374-1381 [doi]
• Evaluating and modelling Hanabi-playing agentsJoseph Walton-Rivers, Piers R. Williams, Richard Bartle, Diego Perez Liebana, Simon M. Lucas. 1382-1389 [doi]
• Novel Clique enumeration heuristic for detecting overlapping clustersRafael Schmitt, Pedro Ramos, Rafael de Santiago, Luís C. Lamb. 1390-1397 [doi]
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• Residual dose deviation differential histogram analysis using evolutionary-optimized transform parameters for dose distribution warping in patient-specific quality assurance in external beam radiation therapyMatthew Witten, Owen Clancey. 1697-1703 [doi]
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• Nature-inspired approaches for distance metric learning in multivariate time series classificationIzaskun Oregi, Javier Del Ser, Aritz Pérez, José Antonio Lozano. 1992-1998 [doi]
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• An evolutionary algorithm for optimizing the target ordering in Ensemble of Regressor ChainsJose M. Moyano, Eva Lucrecia Gibaja Galindo, Sebastián Ventura. 2015-2021 [doi]
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• An evolutionary schema for mining skyline clusters of attributed graph dataWajdi Dhifli, Noemie Oliveira Da Costa, Mohamed Elati. 2102-2109 [doi]
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• A fuzzy adaptive differential evolution for multi-objective 3D UAV path optimizationDebesh Adhikari, Eunjin Kim, Hassan Reza. 2258-2265 [doi]
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• Evolving Game Skill-Depth using General Video Game AI agentsJialin Liu, Julian Togelius, Diego Perez Liebana, Simon M. Lucas. 2299-2307 [doi]
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• Enhancing clearing-based niching method using Delaunay TriangulationShivam Kalra, Shahryar Rahnamayan, Kalyanmoy Deb. 2328-2337 [doi]
• Optimizing EEG energy-based seizure detection using genetic algorithmsAlejandro Baldominos, Clara Ramon-Lozano. 2338-2345 [doi]
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• Evolutionary design of engagement strategies for turn-constrained agentsPavlos Androulakakis, Zachariah E. Fuchs. 2354-2363 [doi]
• A Random Key based Estimation of Distribution Algorithm for the Permutation Flowshop Scheduling ProblemMayowa Ayodele, John A. W. McCall, Olivier Regnier-Coudert, Liam Bowie. 2364-2371 [doi]
• Fusion-based hybrid many-objective optimization algorithmAmin Ibrahim, Miguel Vargas Martin, Shahryar Rahnamayan, Kalyanmoy Deb. 2372-2381 [doi]
• G-DMP: An algorithm without constraint relaxation to solve the train departure matching problemAlondra Rojas, Elizabeth Montero, María-Cristina Riff. 2382-2389 [doi]
• Dynamic Yin-Yang Pair Optimization and its performance on single objective real parameter problems of CEC 2017Debasis Maharana, Remya Kommadath, Prakash Kotecha. 2390-2396 [doi]
• Teaching Learning Based Optimization with focused learning and its performance on CEC2017 functionsRemya Kommadath, Prakash Kotecha. 2397-2403 [doi]
• Parting ways and reallocating resources in evolutionary multitaskingYu-Wei Wen, Chuan-Kang Ting. 2404-2411 [doi]
• Evolutionary bilevel optimization using KKT proximity measureAnkur Sinha 0001, Tharo Soun, Kalyanmoy Deb. 2412-2419 [doi]
• Genetic programming for skin cancer detection in dermoscopic imagesQurrat ul Ain, Bing Xue, Harith Al-Sahaf, Mengjie Zhang. 2420-2427 [doi]
• Evolving side-channel resistant reconfigurable hardware for elliptic curve cryptographyBikash Poudel, Sushil J. Louis, Arslan Munir. 2428-2436 [doi]
• Using discrete Differential Evolution and entropy to solve the MRCPSPAngela Hsiang-Ling Chen, Yun-Chia Liang, Jose David Padilla. 2437-2442 [doi]
• Adaptive constraint handling and Success History Differential Evolution for CEC 2017 Constrained Real-Parameter OptimizationAles Zamuda. 2443-2450 [doi]
• Full Model Selection issue in temporal data through evolutionary algorithms: A brief reviewNancy Pérez-Castro, Aldo Marquez-Grajales, Héctor-Gabriel Acosta-Mesa, Efrén Mezura-Montes. 2451-2457 [doi]
• Multi-particle swarm optimization used to study material degradation in aeroelastic composites including probabalistic uncertaintiesAditya Vishwanathan, Prasad Cheema, Gareth Vio. 2458-2464 [doi]
• Increasing physics realism when evolving micro behaviors for 3D RTS gamesSiming Liu, Sushil J. Louis, Tianyi Jiang, Rui Wu. 2465-2472 [doi]
• A memetic evolutionary algorithm for real-time articulated kinematic motionSebastian Starke, Norman Hendrich, Jianwei Zhang 0001. 2473-2479 [doi]
• Tackling Dynamic Vehicle Routing Problem with Time Windows by means of ant colony systemRaluca Necula, Mihaela Breaban, Madalina Raschip. 2480-2487 [doi]
• Evolutionary multi-objective optimization made faster by sequential decompositionJing-Cheng Shi, Chao Qian, Yang Yu. 2488-2493 [doi]
• Data sampling through collaborative filtering for algorithm selectionMustafa Misir. 2494-2501 [doi]
• Operating system fingerprinting via automated network traffic analysisAhmet Aksoy, Sushil J. Louis, Mehmet Hadi Gunes. 2502-2509 [doi]
• An evolutionary trust game for the sharing economyManuel Chica, Raymond Chiong, Marc T. P. Adam, Sergio Damas, Timm Teubner. 2510-2517 [doi]
• Exploring the landscape of the space of heuristics for local search in SATAndrew W. Burnett, Andrew J. Parkes. 2518-2525 [doi]
• A modified steady state genetic algorithm suitable for fast pipelined hardwareSeyed Pourya Hoseini Alinodehi, Sushil J. Louis, Sajjad Moshfe, Mircea Nicolescu. 2526-2533 [doi]
• Time Adaptive Dual Particle Swarm OptimizationUlysse Côté Allard, Gabriel Dube, Richard Khoury, Luc Lamontagne, Benoit Gosselin, François Laviolette. 2534-2543 [doi]
• Vehicle relocation problem in free floating carsharing using multiple shuttlesAndré G. dos Santos, Paulo G. L. Candido, Allan F. Balardino, Wesam Herbawi. 2544-2551 [doi]
• Probabilistic graphs to model Pseudomonas aeruginosa survival mechanism and infer low nutrient water response genesBertrand Sodjahin, Vivekanandan Suresh Kumar, Shawn Lewenza, Shauna Reckseidler-Zenteno. 2552-2558 [doi]
• A hybrid heuristic algorithm based on Mean-Field Theory with a Simple Local Search for the Quadratic Knapsack ProblemJuan Banda, Jonás Velasco, Arturo Berrones. 2559-2565 [doi]
• Modeling non-equilibrium population using variable-chromosome-length genetic algorithmMuhammad Marwan Muhammad Fuad, Søren Besenbacher. 2566-2573 [doi]
• A NSGA-II-based approach for service resource allocation in CloudBoxiong Tan, Hui Ma, Yi Mei. 2574-2581 [doi]
• A memetic algorithm for the Capacitated Vehicle Routing Problem with Time WindowsOscar M. Gonzalez, Carlos Segura, Sergio Ivvan Valdez Peña, Coromoto León. 2582-2589 [doi]
• A noise resilient Differential Evolution with improved parameter and strategy controlArka Ghosh, Swagatam Das, Bijaya Ketan Panigrahi, Asit Kumar Das. 2590-2597 [doi]
• Hybrid biogeography-based optimization for solving vendor managed inventory systemZubair Ashraf, Deepika Malhotra, Pranab K. Muhuri, Q. M. Danish Lohani. 2598-2605 [doi]
• A comparison of probabilistic-based optimization approaches for vehicle routing problemsRoberto Santana, Gia Sirbiladze, Bezhan Ghvaberidze, Bidzina Matsaberidze. 2606-2613 [doi]
• Improving hyper-heuristic performance through feature transformationIván Amaya, José Carlos Ortiz-Bayliss, Andrés Eduardo Gutiérrez-Rodríguez, Hugo Terashima-Marín, Carlos A. Coello Coello. 2614-2621 [doi]
• Evolutionary multilabel hyper-heuristic designAlejandro Rosales-Pérez, Andrés Eduardo Gutiérrez-Rodríguez, José Carlos Ortiz-Bayliss, Hugo Terashima-Marín, Carlos A. Coello Coello. 2622-2629 [doi]
• Applying variance-based Learning Classifier System without Convergence of Reward Estimation into various Reward distributionTakato Tatsumi, Hiroyuki Sato, Tim Kovacs, Keiki Takadama. 2630-2637 [doi]
• Applying automatic heuristic-filtering to improve hyper-heuristic performanceAndrés Eduardo Gutiérrez-Rodríguez, José Carlos Ortiz-Bayliss, Alejandro Rosales-Pérez, Ivan M. Amaya-Contreras, Santiago E. Conant-Pablos, Hugo Terashima-Marín, Carlos A. Coello Coello. 2638-2644 [doi]
• Fusing Flamenco and Argentine Tango by evolutionary compositionChien-Hung Liu, Chuan-Kang Ting. 2645-2652 [doi]
• Modelling the structural organization of lymph nodesDmitry Grebennikov, Gennady Bocharov. 2653-2655 [doi]
• The Consolidated Tree Construction algorithm in imbalanced defect prediction datasetsIgor Ibarguren, Jesús M. Pérez, Javier Muguerza, Daniel Rodríguez, Rachel Harrison. 2656-2660 [doi]
• BLEAQ based solution for bilevel reliability-allocation problemRahul Nath, Zubair Ashraf, Pranab K. Muhuri, Q. M. Danish Lohani. 2661-2668 [doi]
• A learning intelligent System for classification and characterization of localized faults in Smart GridsEnrico De Santis, Antonello Rizzi, Alireza Sadeghian. 2669-2676 [doi]
• Speed-up of synchronous and asynchronous distributed Genetic Algorithms: A first common approach on multiprocessorsAmr Abdelhafez, Enrique Alba. 2677-2682 [doi]
• + indicator into the selection mechanism of a Multi-objective Evolutionary AlgorithmEdgar Manoatl Lopez, Carlos A. Coello Coello. 2683-2690 [doi]
• An experimental comparison of two constraint handling approaches used with differential evolutionSaku Kukkonen, Efrén Mezura-Montes. 2691-2697 [doi]
• A GPU-based implementation of brain storm optimizationChen Jin, A. Kai Qin. 2698-2705 [doi]
• EvoHyp - a Java toolkit for evolutionary algorithm hyper-heuristicsNelishia Pillay, Derrick Beckedahl. 2706-2713 [doi]
• Problem solving using social networks in Cultural Algorithms with auctionsRobert G. Reynolds, Leonard Kinnaird-Heether. 2714-2721 [doi]
• A closer look to elitism in ε-dominance many-objective optimizationRyoma Sano, Hernán E. Aguirre, Kiyoshi Tanaka. 2722-2729 [doi]
• Multi-objective optimization of cellular scanning strategy in selective laser meltingAli Ahrari, Kalyanmoy Deb, Sankhya Mohanty, Jesper Henri Hattel. 2730-2737 [doi]
• Optimising Deep Belief Networks by hyper-heuristic approachNasser R. Sabar, Ayad Turky, Andy Song, Abdul Sattar. 2738-2745 [doi]
• A novel quantum-behaved particle swarm optimization with random selection for large scale optimizationWei Fang, Lingzhi Zhang, Jianhong Zhou, Xiaojun Wu, Jun Sun 0008. 2746-2751 [doi]
• Development of a Higher Order Cognitive Optimization algorithmMuhammad Rizwan Tanweer, S. Suresh, Narasimhan Sundararajan. 2752-2758 [doi]
• Optimization of representation for extracting knowledge from ultra-high frequency time seriesPiotr Lipinski. 2759-2766 [doi]
• Designing artificial neural networks using differential evolution for classifying DNA microarraysBeatriz A. Garro, Katya Rodríguez, Roberto Antonio Vázquez. 2767-2774 [doi]
• New Artificial Intelligence approaches for future UAV Ground Control StationsCristian Ramírez-Atencia, Víctor Rodríguez-Fernández, Antonio González-Pardo, David Camacho. 2775-2782 [doi]