A survey on the artificial bee colony algorithm variants for binary, integer and mixed integer programming problems

B Akay, D Karaboga, B Gorkemli, E Kaya - Applied Soft Computing, 2021 - Elsevier
Most of the optimization problems encountered in the real world are discrete type which
involves decision variables defined in the discrete search space. Binary optimization …

A modified artificial bee colony algorithm

W Gao, S Liu - Computers & Operations Research, 2012 - Elsevier
Artificial bee colony algorithm (ABC) is a relatively new optimization technique which has
been shown to be competitive to other population-based algorithms. However, there is still …

A novel binary artificial bee colony algorithm based on genetic operators

C Ozturk, E Hancer, D Karaboga - Information Sciences, 2015 - Elsevier
This study proposes a novel binary version of the artificial bee colony algorithm based on
genetic operators (GB-ABC) such as crossover and swap to solve binary optimization …

A directed artificial bee colony algorithm

MS Kıran, O Fındık - Applied Soft Computing, 2015 - Elsevier
Artificial bee colony (ABC) algorithm has been introduced for solving numerical optimization
problems, inspired collective behavior of honey bee colonies. ABC algorithm has three …

XOR-based artificial bee colony algorithm for binary optimization

MS Kiran, M Gündüz - Turkish Journal of Electrical …, 2013 - journals.tubitak.gov.tr
The artificial bee colony (ABC) algorithm, which was inspired by the foraging and dance
behaviors of real honey bee colonies, was first introduced for solving numerical optimization …

Development and investigation of efficient artificial bee colony algorithm for numerical function optimization

G Li, P Niu, X Xiao - Applied soft computing, 2012 - Elsevier
Artificial bee colony algorithm (ABC), which is inspired by the foraging behavior of honey
bee swarm, is a biological-inspired optimization. It shows more effective than genetic …

A comprehensive survey: artificial bee colony (ABC) algorithm and applications

D Karaboga, B Gorkemli, C Ozturk… - Artificial intelligence …, 2014 - Springer
Swarm intelligence (SI) is briefly defined as the collective behaviour of decentralized and
self-organized swarms. The well known examples for these swarms are bird flocks, fish …

A novel artificial bee colony algorithm with Powell's method

W Gao, S Liu, L Huang - Applied Soft Computing, 2013 - Elsevier
Artificial bee colony (ABC) algorithm is a relatively new optimization technique which has
been shown to be competitive to other population-based algorithms. However, there is still …

Artificial bee colony algorithm with variable search strategy for continuous optimization

MS Kiran, H Hakli, M Gunduz, H Uguz - Information Sciences, 2015 - Elsevier
The artificial bee colony (ABC) algorithm is a swarm-based optimization technique proposed
for solving continuous optimization problems. The artificial agents of the ABC algorithm use …

A review on the studies employing artificial bee colony algorithm to solve combinatorial optimization problems

E Kaya, B Gorkemli, B Akay, D Karaboga - Engineering Applications of …, 2022 - Elsevier
The ABC algorithm is one of the popular optimization algorithms and has been used
successfully in solving many real-world problems. Numeric, binary, integer, mixed integer …