A diversity-driven migration strategy for distributed evolutionary algorithms

An adaptive clonal selection algorithm with multiple differential evolution strategies

(2022) Yi Wang et al.   INFORMATION SCIENCES

Evolving clustering algorithm based on mixture of typicalities for stream data mining

(2020) José Maia et al.   Future Generation Computer Systems-The International Journal of eScience

An Island Model based on Stigmergy to solve optimization problems

(2020) Grasiele Regina Duarte et al.   Natural Computing

Differential evolution with adaptive mutation strategy based on fitness landscape analysis

(2020) Zhiping Tan et al.   INFORMATION SCIENCES

An adaptive particle swarm optimizer with decoupled exploration and exploitation for large scale optimization

(2020) Dongyang Li et al.   Swarm and Evolutionary Computation

Population Diversity of Nonelitist Evolutionary Algorithms in the Exploration Phase

(2019) Jaroslaw Arabas et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Distributed Differential Evolution Based on Adaptive Mergence and Split for Large-Scale Optimization

(2018) Yong-Feng Ge et al.   IEEE Transactions on Cybernetics

Step-by-step improvement of JADE and SHADE-based algorithms: Success or failure?

(2018) Adam P. Piotrowski et al.   Swarm and Evolutionary Computation

A hybrid clonal selection algorithm with modified combinatorial recombination and success-history based adaptive mutation for numerical optimization

(2018) Weiwei Zhang et al.   APPLIED INTELLIGENCE

A Level-based Learning Swarm Optimizer for Large Scale Optimization

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

An Adaptive Multipopulation Differential Evolution With Dynamic Population Reduction

(2017) Mostafa Z. Ali et al.   IEEE Transactions on Cybernetics

Adaptive differential evolution algorithm with novel mutation strategies in multiple sub-populations

(2016) Laizhong Cui et al.   COMPUTERS & OPERATIONS RESEARCH

Divergence of character and premature convergence: A survey of methodologies for promoting diversity in evolutionary optimization

(2016) Giovanni Squillero 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

Distributed evolutionary algorithms and their models: A survey of the state-of-the-art

(2015) Yue-Jiao Gong et al.   APPLIED SOFT COMPUTING

Parameter Control in Evolutionary Algorithms: Trends and Challenges

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

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

Differential Evolution With Auto-Enhanced Population Diversity

(2015) Ming Yang et al.   IEEE Transactions on Cybernetics

Heterogeneous comprehensive learning particle swarm optimization with enhanced exploration and exploitation

(2015) Nandar Lynn et al.   Swarm and Evolutionary Computation

Exploration and exploitation in evolutionary algorithms

(2013) Matej Črepinšek et al.   ACM COMPUTING SURVEYS

Distributed memetic differential evolution with the synergy of Lamarckian and Baldwinian learning

(2012) Chunmei Zhang et al.   APPLIED SOFT COMPUTING

Differential Evolution algorithm with Separated Groups for multi-dimensional optimization problems

(2011) Adam P. Piotrowski et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Maintaining Healthy Population Diversity Using Adaptive Crossover, Mutation, and Selection

(2011) Brian Mc Ginley et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Diversity Through Multiculturality: Assessing Migrant Choice Policies in an Island Model

(2010) Lourdes Araujo et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Distributed differential evolution with explorative–exploitative population families

(2009) Matthieu Weber et al.   Genetic Programming and Evolvable Machines

JADE: Adaptive Differential Evolution With Optional External Archive

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