Swarm and Evolutionary Computation

Title Publication Date Language Citations
Major Advances in Particle Swarm Optimization: Theory, Analysis, and Application2021/06/01English176
A survey on swarm intelligence approaches to feature selection in data mining2020/05/01English175
A hybridization of an improved particle swarm optimization and gravitational search algorithm for multi-robot path planning2016/06/01English167
Real-parameter evolutionary multimodal optimization — A survey of the state-of-the-art2011/06/01English162
Adaptive population extremal optimization-based PID neural network for multivariable nonlinear control systems2019/02/01English160
Ensemble strategies for population-based optimization algorithms – A survey2019/02/01English156
A particle swarm optimization algorithm for mixed-variable optimization problems2021/02/01English155
A competitive memetic algorithm for multi-objective distributed permutation flow shop scheduling problem2017/02/01English152
A better balance in metaheuristic algorithms: Does it exist?2020/05/01English151
Novel mutation strategy for enhancing SHADE and LSHADE algorithms for global numerical optimization2019/11/01English151
Optimal size and siting of multiple distributed generators in distribution system using bacterial foraging optimization2014/04/01English147
A Tutorial On the design, experimentation and application of metaheuristic algorithms to real-World optimization problems2021/07/01English146
Tsallis entropy based optimal multilevel thresholding using cuckoo search algorithm2013/08/01English144
Population size in Particle Swarm Optimization2020/11/01English141
A comprehensive survey on gravitational search algorithm2018/08/01English137
Applying graph-based differential grouping for multiobjective large-scale optimization2020/03/01English137
Review of Differential Evolution population size2017/02/01English134
Soccer league competition algorithm: A novel meta-heuristic algorithm for optimal design of water distribution networks2014/08/01English132
Algorithmic design issues in adaptive differential evolution schemes: Review and taxonomy2018/12/01English132
Particle swarm optimization based on dimensional learning strategy2019/03/01English131
A hybrid algorithm using ant and bee colony optimization for feature selection and classification (AC-ABC Hybrid)2017/10/01English129
Task Scheduling in Cloud Computing based on Meta-heuristics: Review, Taxonomy, Open Challenges, and Future Trends2021/04/01English129
A survey on multi-objective evolutionary algorithms for the solution of the environmental/economic dispatch problems2018/02/01English128
A novel evolutionary approach for load balanced clustering problem for wireless sensor networks2013/10/01English126
Optimal placement of multi-distributed generation units including different load models using particle swarm optimization2011/03/01English125
PV cell and module efficient parameters estimation using Evaporation Rate based Water Cycle Algorithm2017/08/01English121
Fuzzy Self-Tuning PSO: A settings-free algorithm for global optimization2018/04/01English120
A self-adaptive multi-population based Jaya algorithm for engineering optimization2017/12/01English118
An optimized model based on convolutional neural networks and orthogonal learning particle swarm optimization algorithm for plant diseases diagnosis2020/02/01English118
A synergy of the sine-cosine algorithm and particle swarm optimizer for improved global optimization and object tracking2018/12/01English117