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

T Agarwal, V Kumar - Archives of Computational Methods in Engineering, 2022 - Springer
Bat algorithm (BA) is a population-based metaheuristic algorithm inspired by echolocation
behavior of bat. After the development of BA in 2010, it becomes the attention of researchers …

Efficient multi-objective optimization algorithm for hybrid flow shop scheduling problems with setup energy consumptions

J Li, H Sang, Y Han, C Wang, K Gao - Journal of Cleaner Production, 2018 - Elsevier
This paper proposes an energy-aware multi-objective optimization algorithm (EA-MOA) for
solving the hybrid flow shop (HFS) scheduling problem with consideration of the setup …

An improved discrete bat algorithm for symmetric and asymmetric traveling salesman problems

E Osaba, XS Yang, F Diaz, P Lopez-Garcia… - … Applications of Artificial …, 2016 - Elsevier
Bat algorithm is a population metaheuristic proposed in 2010 which is based on the
echolocation or bio-sonar characteristics of microbats. Since its first implementation, the bat …

A new modification approach on bat algorithm for solving optimization problems

S Yılmaz, EU Küçüksille - Applied Soft Computing, 2015 - Elsevier
Optimization can be defined as an effort of generating solutions to a problem under bounded
circumstances. Optimization methods have arisen from a desire to utilize existing resources …

Island bat algorithm for optimization

MA Al-Betar, MA Awadallah - Expert Systems with Applications, 2018 - Elsevier
Structured population in evolutionary algorithms is a vital strategy to control diversity during
the search. One of the most popular structured population strategies is the island model in …

A hybrid BA-VNS algorithm for coordinated serial-batching scheduling with deteriorating jobs, financial budget, and resource constraint in multiple manufacturers

J Pei, X Liu, W Fan, PM Pardalos, S Lu - Omega, 2019 - Elsevier
We study a coordinated serial-batching scheduling problem that features deteriorating jobs,
financial budget, resource constraints, resource-dependent processing times, setup times …

Solving the hybrid flow shop scheduling problem with limited human resource constraint

A Costa, V Fernandez-Viagas, JM Framiñan - Computers & Industrial …, 2020 - Elsevier
In this paper, an m-stage hybrid flow shop scheduling problem with limited workforce in
charge of performing setup operations is addressed. Indeed, such workforce represents a …

Bat-inspired algorithms with natural selection mechanisms for global optimization

MA Al-Betar, MA Awadallah, H Faris, XS Yang… - Neurocomputing, 2018 - Elsevier
In this paper, alternative selection mechanisms in the bat-inspired algorithm for global
optimization problems are studied. The bat-inspired algorithm is a recent swarm-based …

[PDF][PDF] Bat algorithm in discrete optimization: A review of recent applications.

W Kongkaew - Songklanakarin Journal of Science & Technology, 2017 - thaiscience.info
Bat algorithm (BA), inspired by the foraging behavior of microbats, has become a powerful
swarm intelligence method for solving optimization problems over continuous and discrete …

An improved bat optimization algorithm to solve the tasks scheduling problem in open shop

MB Shareh, SH Bargh, AAR Hosseinabadi… - Neural Computing and …, 2021 - Springer
The open shop scheduling problem involves a set of activities that should be run on a limited
set of machines. The purpose of scheduling open shops problem is to provide a timetable for …