[HTML][HTML] Recent advances of bat-inspired algorithm, its versions and applications

ZAA Alyasseri, OA Alomari, MA Al-Betar… - Neural Computing and …, 2022 - Springer
Bat-inspired algorithm (BA) is a robust swarm intelligence algorithm that finds success in
many problem domains. The ecosystem of bat animals inspires the main idea of BA. This …

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 …

A novel bat algorithm with dynamic membrane structure for optimization problems

B Alsalibi, L Abualigah, AT Khader - Applied Intelligence, 2021 - Springer
To improve the optimization efficiency for different optimization problems and take
advantage of the dynamic membrane computing framework, this paper proposes an …

A novel hybrid model based on neural network and multi-objective optimization for effective load forecast

P Singh, P Dwivedi - Energy, 2019 - Elsevier
In recent years, increased attention has been paid by the researchers to predict accurate
and stable load due to its effect on the economy and need for proper management of power …

A novel upgraded bat algorithm based on cuckoo search and Sugeno inertia weight for large scale and constrained engineering design optimization problems

VK Pathak, AK Srivastava - Engineering with Computers, 2022 - Springer
The bat algorithm (BA) is one of prominent swarm-based algorithm that has the suitability in
solving only small dimension engineering problems and suffers from drawback of getting …

[HTML][HTML] An improved bat algorithm based on lévy flights and adjustment factors

Y Li, X Li, J Liu, X Ruan - Symmetry, 2019 - mdpi.com
This paper proposed an improved bat algorithm based on Lévy flights and adjustment
factors (LAFBA). Dynamically decreasing inertia weight is added to the velocity update …

A new bat algorithm based on a novel topology and its convergence

C Wang, W Song, P Shen - Journal of Computational Science, 2023 - Elsevier
The basic bat algorithm (BA) is a swarm intelligent algorithm, which simulates the
echolocation behavior of micro bats. Although BA is easy to implement and efficient in …

Global convergence analysis of the bat algorithm using a markovian framework and dynamical system theory

S Chen, GH Peng, XS He, XS Yang - Expert Systems with Applications, 2018 - Elsevier
The bat algorithm (BA) has been shown to be effective to solve a wider range of optimization
problems. However, there is not much theoretical analysis concerning its convergence and …

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
The bat algorithm (BA) is a new search optimization algorithm, inspired by bats' echolocation
behavior. However, it is prone to fall into local optima and has low solution accuracy. This …

Swarm bat algorithm with improved search (SBAIS)

R Chaudhary, H Banati - Soft Computing, 2019 - Springer
Bat algorithm (BA) is a powerful nature-inspired swarm algorithm which finds applicability to
a diverse range of problem domains. Though it is efficient, it suffers from two handicaps …