Adaptive operator selection with test-and-apply structure for decomposition-based multi-objective optimization

MOEA/D with a self-adaptive weight vector adjustment strategy based on chain segmentation

(2020) Zhiming Dong et al.   INFORMATION SCIENCES

A Constrained Multiobjective Evolutionary Algorithm With Detect-and-Escape Strategy

(2020) Qingling Zhu et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

MOEA/D with many-stage dynamical resource allocation strategy to solution of many-objective OPF problems

(2020) Jingrui Zhang et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Ensemble Many-Objective Optimization Algorithm Based on Voting Mechanism

(2020) Wenbo Qiu et al.   IEEE Transactions on Systems Man Cybernetics-Systems

An Adaptive Decomposition-Based Evolutionary Algorithm for Many-Objective Optimization

(2019) Dong Han et al.   INFORMATION SCIENCES

Comparison between MOEA/D and NSGA-III on a set of novel many and multi-objective benchmark problems with challenging difficulties

(2019) Hui Li et al.   Swarm and Evolutionary Computation

Data-Driven Deep Learning for Automatic Modulation Recognition in Cognitive Radios

(2019) Yu Wang et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Binary differential evolution with self-learning for multi-objective feature selection

(2019) Yong Zhang et al.   INFORMATION SCIENCES

A decomposition-based archiving approach for multi-objective evolutionary optimization

(2018) Yong Zhang et al.   INFORMATION SCIENCES

Multidirectional Prediction Approach for Dynamic Multiobjective Optimization Problems

(2018) Miao Rong et al.   IEEE Transactions on Cybernetics

Evolutionary Optimization of Expensive Multiobjective Problems With Co-Sub-Pareto Front Gaussian Process Surrogates

(2018) Jianping Luo et al.   IEEE Transactions on Cybernetics

Adaptive Multiobjective Differential Evolution With Reference Axis Vicinity Mechanism

(2018) Lixin Tang et al.   IEEE Transactions on Cybernetics

Algorithmic design issues in adaptive differential evolution schemes: Review and taxonomy

(2018) Rawaa Dawoud Al-Dabbagh et al.   Swarm and Evolutionary Computation

Ensemble strategies for population-based optimization algorithms – A survey

(2018) Guohua Wu et al.   Swarm and Evolutionary Computation

A multi-objective immune algorithm with dynamic population strategy

(2018) Qiuzhen Lin et al.   Swarm and Evolutionary Computation

Adaptive Epsilon dominance in decomposition-based multiobjective evolutionary algorithm

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

An Effective Ensemble Framework for Multiobjective Optimization

(2018) Wenjun Wang et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

A novel hybrid multi-objective immune algorithm with adaptive differential evolution

(2015) Qiuzhen Lin et al.   COMPUTERS & OPERATIONS RESEARCH

Parameter Control in Evolutionary Algorithms: Trends and Challenges

(2015) Giorgos Karafotias et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Self-adaptive control parameters׳ randomization frequency and propagations in differential evolution

(2015) Aleš Zamuda et al.   Swarm and Evolutionary Computation

Adaptive Operator Selection With Bandits for a Multiobjective Evolutionary Algorithm Based on Decomposition

(2013) Ke Li et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Differential Evolution With Composite Trial Vector Generation Strategies and Control Parameters

(2011) Yong Wang et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Ensemble of niching algorithms

(2010) E.L. Yu et al.   INFORMATION SCIENCES

Autonomous operator management for evolutionary algorithms

(2010) Jorge Maturana et al.   JOURNAL OF HEURISTICS

JADE: Adaptive Differential Evolution With Optional External Archive

(2009) Jingqiao Zhang et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Differential Evolution Algorithm With Strategy Adaptation for Global Numerical Optimization

(2008) A.K. Qin et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION