A multi-swarm optimizer with a reinforcement learning mechanism for large-scale optimization

A Cooperative Approach to Particle Swarm Optimization

F. van den Bergh, Andries P. Engelbrecht · IEEE Transactions on Evolutionary Computation · 2004 · 2.1K citations

Computational Science, Engineering, Hybrid Algorithm +11

A Competitive Swarm Optimizer for Large Scale Optimization

Ran Cheng, Yaochu Jin · IEEE Transactions on Cybernetics · 2014 · 1K citations

Artificial Intelligence, Competitive Swarm Optimizer, Engineering +13

Cooperatively Coevolving Particle Swarms for Large Scale Optimization

Xiaodong Li, Xin Yao · IEEE Transactions on Evolutionary Computation · 2011 · 743 citations

Artificial Intelligence, Differential Evolution, Computational Science +14

A social learning particle swarm optimization algorithm for scalable optimization

Ran Cheng, Yaochu Jin · Information Sciences · 2014 · 728 citations

Computational Social Science, Engineering, Data Science +7

Cooperative Co-Evolution With Differential Grouping for Large Scale Optimization

Mohammad Nabi Omidvar, Xiaodong Li, Yi Mei et al. · IEEE Transactions on Evolutionary Computation · 2013 · 719 citations

Artificial Intelligence, Mathematical Programming, Partial Separability +15