Improved self-adaptive bat algorithm with step-control and mutation mechanisms

S Lyu, Z Li, Y Huang, J Wang, J Hu - Journal of computational science, 2019 - Elsevier
… To deal with the aforementioned problem, this study proposes an improved self-adaptive
bat algorithm (SABA) with step-control and mutation mechanisms. This study can be organized …

[PDF][PDF] Bat algorithm with self-adaptive mutation: a comparative study on numerical optimization problems

MWU Kabir, MS Alam - International Journal of Computer Applications, 2014 - Citeseer
… a new self-adaptive search mechanism for the Bat algorithm. … algorithm in comparison to
the original Bat algorithm and another recently introduced improved variant of the Bat algorithm

Bat-inspired algorithms with natural selection mechanisms for global optimization

MA Al-Betar, MA Awadallah, H Faris, XS Yang… - Neurocomputing, 2018 - Elsevier
mechanisms in the bat-inspired algorithm for global optimization problems are studied. The
bat-inspired algorithm … for all bats controlling the diversification of bat algorithm. Normally, it is …

A systematic review on bat algorithm: Theoretical foundation, variants, and applications

T Agarwal, V Kumar - Archives of Computational Methods in Engineering, 2022 - Springer
… are inspired from the biological evolution such as mutation, selection, and reproduction [9]. …
[34] developed a new algorithm that integrated BA and recollection mechanism and known …

Bat algorithm: literature review and applications

XS Yang, X He - International Journal of Bio-inspired …, 2013 - inderscienceonline.com
Bat algorithm (BA) is a bio-inspired algorithm developed by … This paper provides a timely
review of the bat algorithm and its … fed into the selection mechanism of an algorithm. By far the …

Feature selection based on modified bat algorithm

B Yang, Y Lu, K Zhu, G Yang, J Liu… - IEICE TRANSACTIONS on …, 2017 - search.ieice.org
bat algorithm for feature selection, called MBAFS. To enhance the variety of bats, a random
bat and the global best bat … Because of the mutation mechanism, our proposed method would …

Optimizing multireservoir operation: hybrid of bat algorithm and differential evolution

I Ahmadianfar, A Adib, M Salarijazi - Journal of Water Resources …, 2016 - ascelibrary.org
… This paper introduces an improved bat algorithm (IBA) with a hybrid mutationbat algorithm
(BA) six DE mutation mechanisms, namely the explorative and the exploitative mutation

A double-subpopulation variant of the bat algorithm

L Jun, L Liheng, W Xianyi - Applied Mathematics and Computation, 2015 - Elsevier
… BA plus mutation strategy of Fister [21], [22], the original algorithm lacks a mutation mechanism
and … of a swarm intelligence algorithm is a superior mutation mechanism to maintain the …

A multi-objective bat algorithm with a novel competitive mechanism and its application in controller tuning

H Li, B Song, X Tang, Y Xie, X Zhou - Engineering Applications of Artificial …, 2021 - Elsevier
… The main reason is that compared with the crossover and mutation of MOEAs, their leader-oriented
mechanism can force the population to converge but lead to insufficient global …

[PDF][PDF] A comprehensive review of bat algorithms and their hybridization

I Fister - 2013 - researchgate.net
Bats use echolocation as their primary mechanism for orientation towards a surface, although
not all the species are blind. Additionally, this mechanismbat algorithm with mutation (BAM…