A multi-population differential evolution with best-random mutation strategy for large-scale global optimization

PaDE: An enhanced Differential Evolution algorithm with novel control parameter adaptation schemes for numerical optimization

(2019) Zhenyu Meng et al.   KNOWLEDGE-BASED SYSTEMS

Investigating surrogate-assisted cooperative coevolution for large-Scale global optimization

(2019) Ivanoe De Falco et al.   INFORMATION SCIENCES

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

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

An improved multi-population ensemble differential evolution

(2018) Lyuyang Tong et al.   NEUROCOMPUTING

Adaptive differential evolution with multi-population-based mutation operators for constrained optimization

(2018) Bin Xu et al.   SOFT COMPUTING

Differential Evolution: A survey of theoretical analyses

(2018) Karol R. Opara et al.   Swarm and Evolutionary Computation

Real-parameter unconstrained optimization based on enhanced fitness-adaptive differential evolution algorithm with novel mutation

(2017) Ali Wagdy Mohamed et al.   SOFT COMPUTING

Differential evolution with multi-population based ensemble of mutation strategies

(2016) Guohua Wu et al.   INFORMATION SCIENCES

Multi-population differential evolution with balanced ensemble of mutation strategies for large-scale global optimization

(2015) Mostafa Z. Ali et al.   APPLIED SOFT COMPUTING

An evolving surrogate model-based differential evolution algorithm

(2015) Rammohan Mallipeddi et al.   APPLIED SOFT COMPUTING

Improving the vector generation strategy of Differential Evolution for large-scale optimization

(2015) Carlos Segura et al.   INFORMATION SCIENCES

A comprehensive comparison of large scale global optimizers

(2015) Antonio LaTorre et al.   INFORMATION SCIENCES

Metaheuristics in large-scale global continues optimization: A survey

(2015) Sedigheh Mahdavi et al.   INFORMATION SCIENCES

Two-stage based ensemble optimization framework for large-scale global optimization

(2013) Yu Wang et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Parallel differential evolution with self-adapting control parameters and generalized opposition-based learning for solving high-dimensional optimization problems

(2012) Hui Wang et al.   JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING

Differential Evolution With Composite Trial Vector Generation Strategies and Control Parameters

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

A large population size can be unhelpful in evolutionary algorithms

(2011) Tianshi Chen et al.   THEORETICAL COMPUTER SCIENCE

Differential evolution algorithm with ensemble of parameters and mutation strategies

(2010) R. Mallipeddi et al.   APPLIED SOFT COMPUTING

Fusion of multi-focus images using differential evolution algorithm

(2010) V. Aslantas et al.   EXPERT SYSTEMS WITH APPLICATIONS

Differential Evolution: A Survey of the State-of-the-Art

(2010) Swagatam Das et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Massively parallel differential evolution—pattern search optimization with graphics hardware acceleration: an investigation on bound constrained optimization problems

(2010) Weihang Zhu   JOURNAL OF GLOBAL OPTIMIZATION

Shuffle or update parallel differential evolution for large-scale optimization

(2010) Matthieu Weber et al.   SOFT COMPUTING

JADE: Adaptive Differential Evolution With Optional External Archive

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

Opposition-Based Differential Evolution

(2008) S. Rahnamayan 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

Large scale evolutionary optimization using cooperative coevolution

(2008) Zhenyu Yang et al.   INFORMATION SCIENCES

A review of recent advances in global optimization

(2008) C. A. Floudas et al.   JOURNAL OF GLOBAL OPTIMIZATION