Journal: Evolutionary Intelligence

Volume 16, Issue 6

1 -- 16Zhixin He, Kang Zhou, Hang Shu, Xuan Chen, Xinyu Lyu. Multi-objective algorithm based on tissue P system for solving tri-objective optimization problems
1747 -- 1765Gaoji Sun, Geni Xu, Rong Gao, Jie Liu. A fluctuant population strategy for differential evolution
1767 -- 1777Mingmao Hu, Guang Ji, Evrim Dalkiran, Xiaoli Liu. Sales switching decision to the online platform of liquefied petroleum gas enterprise with asymmetric information
1779 -- 1788Shanxue Yang, Zuqiao Yang, Yiping Fu, Hongwei Liu. Reducing the number of function evaluations in derivative-free algorithm for bound constrained optimization
1789 -- 1799Xiaojuan Zhang, Xiaofeng Zhang. Pricing and coordination of marine service chain with empty equipment repositioning
1801 -- 1812Yibo Yue, Yucheng Yang. Mobile intelligent terminal speaker identification for real-time monitoring system of sports training
1813 -- 1824Catherine Taleb, Laurence Likforman-Sulem, Chafic Mokbel, Maha Khachab. Detection of Parkinson's disease from handwriting using deep learning: a comparative study
1825 -- 1840Mohamed Cherif Nait-Hamoud, Fedoua Lahfa, Abdellatif Ennaji. A step further towards a consensus on linking tweets to Wikipedia
1841 -- 1851Pejman Habashi, Boubakeur Boufama, Imran Shafiq Ahmad. Disparity-augmented trajectories for human activity recognition
1853 -- 1863Yirui Deng, Yimin Chen, Jinhu Huang, Daohang Zhang, Jinlou Zhao. A two-stage routing optimization model for yard trailers in container terminals under stochastic demand
1865 -- 1873Abdelmalek Metrouh. Social Internet of Things: a novel selection approach for dynamic resources substitution
1875 -- 1881Chenwei Li, Dewen Kong, Randong Xiao. Scenario-based passengers evacuation optimization with multiple travel modes in transit terminal
1899 -- 1906Zhongtang Zhao, Ruixian Li. Modified generative adversarial networks for image classification
1907 -- 1916Vijay Kumar 0003, Shivam Sharma, Ranjeet Walia. Driver drowsiness detection using modified deep learning architecture
1917 -- 1934Mukesh Soni, Dileep Kumar Singh. New directions for security attacks, privacy, and malware detection in WBAN
1935 -- 1949Vijaya Lakshmi Paruchuri, P. Rajesh. CyberNet: a hybrid deep CNN with N-gram feature selection for cyberbullying detection in online social networks
1951 -- 1965Jihong Wang, Haiyan Yu. A new chaos cat swarm optimization algorithm based on saliency gradient for power equipment infrared and visible images registration
1967 -- 1984Raúl Jaime Maestre, Javier Bermejo-Higuera, Nadia Gámez Gómez, Juan Ramón Bermejo Higuera, Juan Antonio Sicilia Montalvo, Lara Orcos Palma. The application of blockchain algorithms to the management of education certificates
1985 -- 1998Ehsan Yadegari, Elham Jelodari Mamaghani, Maryam Afghah, Mohsen Abdoli, Amir Daneshvar. Cloud-based solution approach for a large size logistics network planning
1999 -- 2014Niloofar Rezaei, Samira Darabi. Mobile robot monocular vision-based obstacle avoidance algorithm using a deep neural network
2015 -- 2027Joao Vitor Firmino, Marcelo Melo, Vera Salemi, Kamilla Bringel, Davi Leone, Renner Pereira, Marcelo Rodrigues. Heart failure recognition using human voice analysis and artificial intelligence

Volume 16, Issue 5

1447 -- 1448Xingsi Xue, Pei-wei Tsai, Yuping Wang, Chin-Ling Chen, Vicente García-Díaz, Chih-Cheng Hung. Special issue on "Recent advances on computational intelligence techniques and applications in big data"
1449 -- 1460Yeturu Jahnavi, Poongothai Elango, S. P. Raja 0001, Javier Parra Fuente, Elena Verdú. A new algorithm for time series prediction using machine learning models
1461 -- 1467Fang Wang. AI-based English teaching cross-cultural fusion mechanism
1469 -- 1476Ximan Shi. Optimization for reinforcement learning based 3D animation exercise
1477 -- 1485Xiaohong Ju, Chengxiao Ju, Lan Zhang. A hybrid approach to talent demand forecast in the IT industry: modelling and empirical analysis
1487 -- 1502Bo Sun, Wei Li, Yue Zhao, Ying Huang. A self-learning particle swarm optimization algorithm with multi-strategy selection
1503 -- 1511Shuyuan Shen. Metaverse-driven new energy of Chinese traditional culture education: edge computing method
1513 -- 1519Bin Qiu, Di Cao. Basketball assisted teaching in instructional videos based on Mobile Edge Computing
1521 -- 1532Yimin Deng, Zhoubo Weng, Tianlong Zhang. Metaverse-driven remote management solution for scene-based energy storage power stations
1533 -- 1538Pan Jiang, Huiquan He. EEG Signal Analysis based on machine learning in psychological balance detection of athletes
1539 -- 1546Junrui Xu. Multi-region English translation synchronization mechanism driven by big data
1547 -- 1554Jiali Zang. Evaluation method of outward-bound based on neural network
1555 -- 1563Yunfang Wei, Yingzhen Su. Using machine learning and RNA to enhance the efficacy of anti-tumor immunotherapy
1565 -- 1572Ni Yao. Epistemic neural network based evaluation of online teaching status during epidemic period
1573 -- 1579Yue Hu. Evolutionary intelligence driven style recognition of English novels based on text analysis
1581 -- 1588Dong Yang, Tao He, Meiquan Chen, Zhong Zhang, Liuyang Shen. Analysis of lightning arrester operating current based on multidimensional neural network for transmission lines
1589 -- 1597Jiao Xu. Big data-driven english teaching for social media: a neural network-based approach
1599 -- 1607Xuanyan Gong. English text sentiment analysis based on generative adversarial network
1609 -- 1617Jianhua Li. Refined education mechanism based on edge computing for college student management
1619 -- 1625Xunxun Jiang, Liming Bai, Xin Yan, Yipeng Wang. LDA-based online intelligent courses recommendation system
1627 -- 1636Yong Zhang. Track and field training state analysis based on acceleration sensor and deep learning
1637 -- 1644Pingping Chen, Long Chen. Prediction method of intelligent building electricity consumption based on deep learning
1645 -- 1651Xuefan Bao, Fei Wei, Fei Liang. A large-scale global optimization algorithm with a new adaptive computing resource allocation mechanism
1653 -- 1666Yuxiang Chen, Jianhua Liu, Jian Zhu, Zihang Wang. An improved binary particle swarm optimization combing V-shaped and U-shaped transfer function
1667 -- 1677Jayasree Ravi, Sushil Kulkarni. Text embedding techniques for efficient clustering of twitter data
1679 -- 1687Sicong Shan, Shuang Sun, Peng Dong. Data driven intelligent action recognition and correction in sports training and teaching
1689 -- 1698Ritu Aggarwal, Suneet Kumar. Classification model for meticulous presaging of heart disease through NCA using machine learning
1699 -- 1705Ying Guo. Smart advertising design: a visual aesthetic effect improvement based on image data analysis
1707 -- 1715Caihong Zhang, Shengxiao Niu. Adaptive industrial control data analysis based on deep learning
1717 -- 1728Wei Ding, Li Zhang, Guangliang Yang. Building detection algorithm in multi-scale remote sensing images based on attention mechanism
1729 -- 1746Thi Ngoc Anh Nguyen, Tien Dat Dang, Elena Verdú, Vijender Kumar Solanki. Short-term forecasting electricity load by long short-term memory and reinforcement learning for optimization of hyper-parameters

Volume 16, Issue 4

1077 -- 1095Nitika Arora, Yogesh Kumar 0002. Automatic vehicle detection system in Day and Night Mode: challenges, applications and panoramic review
1097 -- 1114Nagraj Deshmukh, Rujuta Vaze, Rajesh Kumar 0002, Akash Saxena. Quantum Entanglement inspired Grey Wolf optimization algorithm and its application
1115 -- 1134Abir Betka, Abida Toumi, Amel Terki, Madina Hamiane. An efficient metaheuristic method based on the BitTorrent communication protocol (EM-BT)
1135 -- 1154Weng-Hooi Tan, Junita Mohamad-Saleh. Modified normative fish swarm algorithm for optimizing power extraction in photovoltaic systems
1155 -- 1183Dikshit Chauhan, Anupam Yadav. Binary Artificial Electric Field Algorithm
1185 -- 1194Sasan Karamizadeh, Saman Shojae Chaeikar, Alireza Jolfaei. Adult content image recognition by Boltzmann machine limited and deep learning
1195 -- 1216Jobin Jose, N. Ramasubramanian 0001. Applying machine learning to enhance the cache performance using reuse distance
1217 -- 1235Kamel Messaoudène, Sara Bouraine, Ouahiba Azouaoui. New localization approach based on the development of a personalized dynamic model for a car-like vehicle "Robucar"
1237 -- 1258Souad Azzouzi, Amal Hjouji, Jaouad EL-Mekkaoui, Ahmed EL Khalfi. An improved image clustering algorithm based on Kernel method and Tchebychev orthogonal moments
1259 -- 1269Ridhima Mehta. Genetic algorithm based bi-objective optimization of sigmoidal utility and throughput in ad-hoc wireless networks
1271 -- 1284Victor Rezende Franco, Marcos Cicarini Hott, Ricardo Guimarães Andrade, Leonardo Goliatt. Hybrid machine learning methods combined with computer vision approaches to estimate biophysical parameters of pastures
1285 -- 1307Shijuan Wang, Guangwei Wang, Shuqin Zhao, Wenxia Li, Linzhong Liu. Pricing and green decision-making in a three-echelon supply chain considering fairness concern with the participation of green logistics
1309 -- 1323Saurabh Pawar, Mitul Kumar Ahirwal. A new fission fusion behavior-based Rao algorithm (FFBBRA) for solving optimization problems
1325 -- 1338Mohammad Javad Mahmoodabadi, Mohamad Rasekh, M. Yahyapour. Tree optimization algorithm (TOA): a novel metaheuristic approach for solving mathematical test functions and engineering problems
1339 -- 1351Serdar Ekinci, Davut Izci. Enhanced reptile search algorithm with Lévy flight for vehicle cruise control system design
1353 -- 1367Le Thi Cam Binh, Van Nha Pham. Optimal centroids model approach for many-feature data structure prediction
1369 -- 1382Saeed Nabavi, Sirous Gholampour, Maedeh Sadeghpour Haji. Damage identification in structure elements by grasshopper optimization algorithm using dynamic structure behaviors
1383 -- 1422Anas Atef Amaireh, Asem S. Al-Zoubi, Nihad I. Dib. A new hybrid optimization technique based on antlion and grasshopper optimization algorithms
1423 -- 1431A. L. Aswathy, Hareendran S. Anand, S. S. Vinod Chandra. COVID-19 severity detection using machine learning techniques from CT-images
1433 -- 1445Mayuri Gupta, Adwitiya Sinha. Multi-class autoencoder-ensembled prediction model for detection of COVID-19 severity

Volume 16, Issue 3

729 -- 738Dawit Kiros Redie, Abdulhakim Edao Sirko, Tensaie Melkamu Demissie, Semagn Sisay Teferi, Vimal K. Shrivastava, Om Prakash Verma, Tarun Kumar Sharma. Diagnosis of COVID-19 using chest X-ray images based on modified DarkCovidNet model
739 -- 757Himanshu Gupta, Om Prakash Verma. Vaccine hesitancy in the post-vaccination COVID-19 era: a machine learning and statistical analysis driven study
759 -- 800Deepak Kumar Dewangan, Satya Prakash Sahu. Towards the design of vision-based intelligent vehicle system: methodologies and challenges
801 -- 818Priyanka, Amit Kumar Singh. A survey of image encryption for healthcare applications
819 -- 832Moirangthem Tiken Singh, Surajit Borkotokey, Rachid Ait Maalem Lahcen, Ram N. Mohapatra. A generic scheme for cyber security in resource constraint network using incomplete information game
833 -- 847Zahra Rezaei, Behnaz Eslami, Mohammad Amin Amini, Mohammad Eslami. Event detection in twitter by deep learning classification and multi label clustering virtual backbone formation
849 -- 871Syed Zaffar Qasim, Muhammad Ali Ismail. MOSA/D: Multi-operator evolutionary many-objective algorithm with self-adaptation of parameters based on decomposition
873 -- 889Panagiotis E. Mergos, Xin-She Yang 0001. Flower pollination algorithm with pollinator attraction
891 -- 901Edukondalu Chappidi, Alok Singh 0001. Evolutionary approaches for the weighted anti-covering location problem
903 -- 916Anant Saraswat, Manjish Pal, Subham Pokhriyal, Kumar Abhishek 0004. Towards fair machine learning using combinatorial methods
917 -- 927Yehua Chen, Junfu Xi, Haibin Wang, Xia Liu. Grey wolf optimization algorithm based on dynamically adjusting inertial weight and levy flight strategy
929 -- 942N. Vedavathi, K. M. Anil Kumar. Bat competitive swarm optimizer enabled DMN for automatic recommendation of learning objects
943 -- 961Ridowati Gunawan, Edi Winarko, Reza Pulungan. Performance comparison of inertia weight and acceleration coefficients of BPSO in the context of high-utility itemset mining
963 -- 980Aiyun Ju, Zhongli Wang. A novel fully convolutional network based on marker-controlled watershed segmentation algorithm for industrial soot robot target segmentation
981 -- 996Salih Berkan Aydemir. A novel arithmetic optimization algorithm based on chaotic maps for global optimization
997 -- 1017Arindam Majumder. Termite alate optimization algorithm: a swarm-based nature inspired algorithm for optimization problems
1019 -- 1031Muhammed Maruf Öztürk. Initializing hyper-parameter tuning with a metaheuristic-ensemble method: a case study using time-series weather data
1033 -- 1044Zheng-Yi Chai, Chuandong Yang, Ya-Lun Li. Communication efficiency optimization in federated learning based on multi-objective evolutionary algorithm
1045 -- 1054Asmaa A. Hekal, Hossam El-Din Moustafa, Ahmed Elnakib. Ensemble deep learning system for early breast cancer detection
1055 -- 1076Kamlesh Kumar Pandey, Diwakar Shukla. Min-max kurtosis mean distance based k-means initial centroid initialization method for big genomic data clustering

Volume 16, Issue 2

383 -- 400Soumaya Ferhat Taleb, Nour El-Houda Benalia, Rabah Sadoun. Evolutionary algorithm applications for IoTs dedicated to precise irrigation systems: state of the art
401 -- 416Vrajesh Kumar Chawra, Govind P. Gupta. Optimized coverage-aware trajectory planning for AUVs for efficient data collection in underwater acoustic sensor networks
417 -- 438Azam Ghaedi, Amid Khatibi Bardsiri, Mehdi Jafari Shahbazzadeh. Cat hunting optimization algorithm: a novel optimization algorithm
439 -- 483Gehad Ismail Sayed. A novel multilevel thresholding algorithm based on quantum computing for abdominal CT liver images
485 -- 492Snehal Surwase, Meenakshi Pawar. Multi-scale multi-stream deep network for car logo recognition
493 -- 508Fei Tan, Zheng-Yi Chai, Ya-Lun Li. Multi-objective evolutionary algorithm for vehicle routing problem with time window under uncertainty
509 -- 518P. Durgaprasadarao, Nalluri Siddaiah. Design of deer hunting optimization algorithm for accurate 3D indoor node localization
519 -- 537Ohiduzzaman Shuvo, Swajan Golder, Md. Rafiqul Islam. A hybrid metaheuristic method for solving resource constrained project scheduling problem
539 -- 552Yogambari Venkatesan, Koganti Srilakshmi, Aravindhababu Palanivelu. Modified soccer game optimization and its application on power flow and distribution generation placement problems of distribution systems
553 -- 564Carolina Ribeiro Xavier, João Gabriel Rocha Silva, Grasiele Regina Duarte, Iago Augusto de Carvalho, Vinicius da Fonseca Vieira, Leonardo Goliatt. An island-based hybrid evolutionary algorithm for caloric-restricted diets
565 -- 586Jaqueline S. Angelo, Helio J. C. Barbosa, Heder S. Bernardino. Differential Evolution for linear equality constraint satisfaction via unconstrained search in the null space
587 -- 603Surabhi Saxena, Debashish Mohapatra, Subhransu Padhee, Goutam Kumar Sahoo. Machine learning algorithms for diabetes detection: a comparative evaluation of performance of algorithms
605 -- 619Vijayendra Vishal Jha, Kanushree Sandeep Jajoo, B. K. Tripathy 0001, M. A. Saleem Durai. An improved monarch butterfly optimization based multivariate fuzzy time series approach for forecasting GDP of India
621 -- 631Viomesh Kumar Singh, Sangeeta Sabharwal, Goldie Gabrani. A novel collaborative filtering based recommendation system using exponential grasshopper algorithm
633 -- 649Heba F. Eid, Ajith Abraham. Solving unconstrained, constrained optimization and constrained engineering problems using reconfigured water cycle algorithm
651 -- 665Chaimae Ouchicha, Ouafae Ammor, Mohammed Meknassi. A new approach based on exponential entropy with modified kernel fuzzy c-means clustering for MRI brain segmentation
667 -- 683Bhagyashri Pandurangi Ramacharya, Meenakshi R. Patil, Sheela Keralkar. Fast partial image encryption with fuzzy logic and chaotic mapping
685 -- 696J. Vimala Devi, K. S. Kavitha. Adaptive deep Q learning network with reinforcement learning for crime prediction
697 -- 709Zulqurnain Sabir, Mohamed R. Ali, Muhammad Asif Zahoor Raja, R. Sadat, Dumitru Baleanu. Dynamics of three-point boundary value problems with Gudermannian neural networks
711 -- 717Garima Nain, Ashish Gupta 0013. Automatic selection algorithm for region of interest of acne face image compression
719 -- 0Koppala Eswara Rao, G. Appa Rao. Retraction Note: ensemble learning with recursive feature elimination integrated software effort estimation: a novel approach
721 -- 0S. G. Gollagi, M. M. Math, Umakanth P. Kulkarni. Retraction Note: Research outlook and state-of-the-art methods in context awareness data modeling and retrieval
723 -- 0G. Magesh, P. Swarnalatha. Retraction Note: Optimal feature selection through a cluster-based DT learning (CDTL) in heart disease prediction
725 -- 0Cheng-Han Li, Yeu-Horng Shiau. Retraction Note: FPGA logic design method based on multi resolution image real time acquisition system
727 -- 0B. Janakiramaiah 0001, Gadupudi Kalyani, A. Jayalakshmi. Retraction Note: Automatic alert generation in a surveillance systems for smart city environment using deep learning algorithm

Volume 16, Issue 1

1 -- 21Chnoor M. Rahman, Tarik A. Rashid, Abeer Alsadoon, Nebojsa Bacanin, Polla Fattah, Seyedali Mirjalili. A survey on dragonfly algorithm and its applications in engineering
23 -- 47Sukriti Tiwari, Ashwani Kumar. Advances and bibliographic analysis of particle swarm optimization applications in electrical power system: concepts and variants
49 -- 66Mohsen Noruzi Azghandi, Ali Asghar Shojaei, Saman Toosi, Hossein Lotfi. Optimal reconfiguration of distribution network feeders considering electrical vehicles and distributed generators
67 -- 76Mukti Routray, Swati Vipsita. Protein remote homology detection combining PCA and multiobjective optimization tools
77 -- 87Junjun Liu, Jun Zhang, Shoulin Yin. Hybrid chaotic system-oriented artificial fish swarm neural network for image encryption
89 -- 114Deepak Sharma 0001, Devang Agarwal, Santosh Kumar. Reference-lines steered guide assignment and update for pareto-based many-objective particle swarm optimization
115 -- 131Smita Mohanty, Rajashree Dash. A flower pollination algorithm based Chebyshev polynomial neural network for net asset value prediction
133 -- 151Vaishali Patel, Manoj Kumar Rawat, Amit S. Patel. Local neighbour spider monkey optimization algorithm for data clustering
153 -- 168Elhassania Messaoud. A chance constrained programming model and an improved large neighborhood search algorithm for the electric vehicle routing problem with stochastic travel times
169 -- 195Pradeep Jangir, Hitarth Buch, Seyedali Mirjalili, Premkumar Manoharan. MOMPA: Multi-objective marine predator algorithm for solving multi-objective optimization problems
197 -- 228Sudeepa Das, Tirath Prasad Sahu, Rekh Ram Janghel. Optimized fuzzy based symbiotic organism search algorithm for engineering design problem
229 -- 245Indadul Khan, Manas Kumar Maiti, Krishnendu Basuli. A random-permutation based GA for generalized traveling salesman problem in imprecise environments
247 -- 267Evandro Gabriel Magacho, Ariosto Bretanha Jorge, Guilherme Ferreira Gomes. Inverse problem based multiobjective sunflower optimization for structural health monitoring of three-dimensional trusses
269 -- 283Mehrdad Hajizadeh, G. B. Gharehpetian, Saeid Ghassem Zadeh, Mohammad Tolou Askari. Optimal siting and sizing of electrical vehicle parking lots by considering technical constraints
285 -- 297Kiran Bisht, Arun Kumar. A method for fuzzy time series forecasting based on interval index number and membership value using fuzzy c-means clustering
299 -- 315Sandeep Kumar, Suresh Lakshmi Narasimha Setty. UFS-LSTM: unsupervised feature selection with long short-term memory network for remote sensing scene classification
317 -- 328Luis Claudio Sugi Afonso, Douglas Rodrigues, João Paulo Papa. Nature-inspired optimum-path forest
329 -- 350Raj Vikram, Ditipriya Sinha. FogFire: fog assisted IoT enabled forest fire management
351 -- 373Ilyes Khennak, Habiba Drias, Yassine Drias, Faysal Bendakir, Samy Hamdi. I/F-Race tuned firefly algorithm and particle swarm optimization for K-medoids-based clustering
375 -- 381Ioannis G. Tsoulos, Nikolaos P. Anastasopoulos, Georgios Ntritsos, Alexandros T. Tzallas. Train RBF networks with a hybrid genetic algorithm