A novel artificial bee colony algorithm with an adaptive population size for numerical function optimization

DOI10.1016/j.ins.2017.05.044zbMath1435.90153OpenAlexW2617395951WikidataQ113295121 ScholiaQ113295121MaRDI QIDQ778396

Jianyong Chen, Zexuan Zhu, Qiuzhen Lin, Nan Lu, Genghui Li, Laizhong Cui, Ka-Chun Wong, Zhen-Kun Wen

Publication date: 2 July 2020

Published in: Information Sciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.ins.2017.05.044

zbMATH Keywords

probability modelartificial bee colony algorithmexploration and exploitationsolution search equationadaptive method for the population size

Mathematics Subject Classification ID

Evolutionary algorithms, genetic algorithms (computational aspects) (68W50) Stochastic programming (90C15) Approximation methods and heuristics in mathematical programming (90C59)

Related Items (4)

Cellular artificial bee colony algorithm with Gaussian distribution ⋮ Spatial-domain fitness landscape analysis for combinatorial optimization ⋮ Enhancing artificial bee colony algorithm with multi-elite guidance ⋮ Self-tuning cross-coupled two degree-of-freedom PID control for position synchronization of dual linear motors

Uses Software

• KEEL
• ABC
• hABCDE
• CEC 13

Cites Work

• hABCDE: a hybrid evolutionary algorithm based on artificial bee colony algorithm and differential evolution
• Adaptive differential evolution algorithm with novel mutation strategies in multiple sub-populations
• A particle swarm inspired multi-elitist artificial bee colony algorithm for real-parameter optimization
• Multi-strategy ensemble artificial bee colony algorithm
• Gbest-guided artificial bee colony algorithm for numerical function optimization
• Enhancing artificial bee colony algorithm using more information-based search equations
• A modified artificial bee colony algorithm
• Simulated annealing based artificial bee colony algorithm for global numerical optimization
• A powerful and efficient algorithm for numerical function optimization: artificial bee colony (ABC) algorithm
• A modified artificial bee colony algorithm based on converge-onlookers approach for global optimization

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