Artificial bee colony algorithm based on dimensional memory mechanism and adaptive elite population for training artificial neural networks

Y Zhang, B Pang, Y Song, Q Xu, X Yuan - IEEE Access, 2023 - ieeexplore.ieee.org
Based on dimensional memory mechanism and adaptive elite population, this paper
proposes a satisfactory and efficient artificial bee colony algorithm (DMABC_elite) to solve …

Enhancing artificial bee colony algorithm with multi-elite guidance

X Zhou, J Lu, J Huang, M Zhong, M Wang - Information Sciences, 2021 - Elsevier
Artificial bee colony (ABC) algorithm is a relatively new paradigm of swarm intelligence
based optimization technique, which has attracted a lot of attention for its simple structure …

Selection mechanism in artificial bee colony algorithm: A comparative study on numerical benchmark problems

X Zhou, H Wang, M Wang, J Wan - … 14–18, 2017, Proceedings, Part IV 24, 2017 - Springer
Artificial bee colony (ABC) is a very effective and efficient swarm-based intelligence
optimization algorithm, which has attracted a lot of attention in the community of evolutionary …

An improved artificial bee colony algorithm based on elite strategy and dimension learning

S Xiao, W Wang, H Wang, D Tan, Y Wang, X Yu, R Wu - Mathematics, 2019 - mdpi.com
Artificial bee colony is a powerful optimization method, which has strong search abilities to
solve many optimization problems. However, some studies proved that ABC has poor …

Artificial bee colony algorithm with an adaptive search manner and dimension perturbation

T Ye, H Wang, W Wang, T Zeng, L Zhang… - Neural Computing and …, 2022 - Springer
Artificial bee colony (ABC) can effectively solve some complex optimization problems.
However, its convergence speed is slow and the exploitation capacity is insufficient at the …

Artificial bee colony algorithm with an adaptive search manner

T Ye, T Zeng, L Zhang, M Xu, H Wang, M Hu - Neural Computing for …, 2021 - Springer
Artificial bee colony (ABC) can effectively solve some complex optimization problems.
However, its convergence speed is slow and its exploitation capacity is insufficient at the last …

A novel artificial bee colony algorithm with division of labor for solving CEC 2019 100-digit challenge benchmark problems

J Lu, X Zhou, Y Ma, M Wang, J Wan… - 2019 IEEE Congress …, 2019 - ieeexplore.ieee.org
As a relatively new paradigm of evolutionary algorithms, artificial bee colony (ABC)
algorithm has shown attractive performance in solving optimization problems. However, for …

Artificial bee colony algorithm based on adaptive search equation and extended memory

M Mao, Q Duan, L Zhang - Cybernetics and Systems, 2017 - Taylor & Francis
From the perspective of psychology, a modified artificial bee colony algorithm (ABC, for
short) based on adaptive search equation and extended memory (ABCEM, for short) for …

Hybrid artificial bee colony algorithm with variable neighborhood search and memory mechanism

FAN Chengli, FU Qiang, L Guangzheng… - Journal of Systems …, 2018 - ieeexplore.ieee.org
Artificial bee colony (ABC) is one of the most popular swarm intelligence optimization
algorithms which have been widely used in numerical optimization and engineering …

Self-adaptive Artificial Bee Colony with a Candidate Strategy Pool

Y Huang, Y Yu, J Guo, Y Wu - Applied Sciences, 2023 - mdpi.com
As a newly developed metaheuristic algorithm, the artificial bee colony (ABC) has garnered
a lot of interest because of its strong exploration ability and easy implementation. However …