A reinforcement learning level-based particle swarm optimization algorithm for large-scale optimization

Region Encoding Helps Evolutionary Computation Evolve Faster: A New Solution Encoding Scheme in Particle Swarm for Large-Scale Optimization

(2021) Jun-Rong Jian et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

A new prediction strategy for dynamic multi-objective optimization using Gaussian Mixture Model

(2021) Feng Wang et al.   INFORMATION SCIENCES

A Hybrid Deep Grouping Algorithm for Large Scale Global Optimization

(2020) Haiyan Liu et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Adaptive Granularity Learning Distributed Particle Swarm Optimization for Large-Scale Optimization

(2020) Zi-Jia Wang et al.   IEEE Transactions on Cybernetics

A particle swarm optimization algorithm for mixed-variable optimization problems

(2020) Feng Wang et al.   Swarm and Evolutionary Computation

A Mobile Node Localization Algorithm Based on an Overlapping Self-adjustment Mechanism

(2019) Kangshun Li et al.   INFORMATION SCIENCES

Ranking-based biased learning swarm optimizer for large-scale optimization

(2019) Hanbo Deng et al.   INFORMATION SCIENCES

A reinforcement learning-based communication topology in particle swarm optimization

(2019) Yue Xu et al.   NEURAL COMPUTING & APPLICATIONS

Reinforcement Neural Fuzzy Surrogate-Assisted Multiobjective Evolutionary Fuzzy Systems With Robot Learning Control Application

(2019) Chia-Feng Juang et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

Dynamic Group Learning Distributed Particle Swarm Optimization for Large-Scale Optimization and Its Application in Cloud Workflow Scheduling

(2019) Zi-Jia Wang et al.   IEEE Transactions on Cybernetics

Efficient Large-Scale Multiobjective Optimization Based on a Competitive Swarm Optimizer

(2019) Ye Tian et al.   IEEE Transactions on Cybernetics

Cooperative Coevolutionary Bare-Bones Particle Swarm Optimization With Function Independent Decomposition for Large-Scale Supply Chain Network Design With Uncertainties

(2019) Xin Zhang et al.   IEEE Transactions on Cybernetics

Distributed Cooperative Co-evolution with Adaptive Computing Resource Allocation for Large Scale Optimization

(2018) Ya-Hui Jia et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

A hybrid particle swarm optimization algorithm using adaptive learning strategy

(2018) Feng Wang et al.   INFORMATION SCIENCES

Particle swarm optimization with convergence speed controller for large-scale numerical optimization

(2018) Han Huang et al.   SOFT COMPUTING

Improved gene expression programming to solve the inverse problem for ordinary differential equations

(2018) Kangshun Li et al.   Swarm and Evolutionary Computation

Reinforcement learning versus evolutionary computation: A survey on hybrid algorithms

(2018) Madalina M. Drugan   Swarm and Evolutionary Computation

A Level-based Learning Swarm Optimizer for Large Scale Optimization

(2017) Qiang Yang et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

A Novel Consensus-Based Particle Swarm Optimization-Assisted Trust-Tech Methodology for Large-Scale Global Optimization

(2017) Yong-Feng Zhang et al.   IEEE Transactions on Cybernetics

Segment-Based Predominant Learning Swarm Optimizer for Large-Scale Optimization

(2017) Qiang Yang et al.   IEEE Transactions on Cybernetics

A new Reinforcement Learning-based Memetic Particle Swarm Optimizer

(2016) Hussein Samma et al.   APPLIED SOFT COMPUTING

Kuhn–Munkres Parallel Genetic Algorithm for the Set Cover Problem and Its Application to Large-Scale Wireless Sensor Networks

(2016) Xin-Yuan Zhang et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

A social learning particle swarm optimization algorithm for scalable optimization

(2015) Ran Cheng et al.   INFORMATION SCIENCES

A Competitive Swarm Optimizer for Large Scale Optimization

(2015) Ran Cheng et al.   IEEE Transactions on Cybernetics

Cooperative Co-Evolution With Differential Grouping for Large Scale Optimization

(2013) Mohammad Nabi Omidvar et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Cooperatively Coevolving Particle Swarms for Large Scale Optimization

(2011) Xiaodong Li et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION