An improved bat algorithm hybridized with extremal optimization and Boltzmann selection

MR Chen, YY Huang, GQ Zeng, KD Lu… - Expert Systems with …, 2021 - Elsevier
optimization problems. To overcome these weaknesses, this paper proposes an improved
BA with extremal optimization (EO) algorithm (… from the random selected bats to enhance the …

Estimation of daily dew point temperature by using bat algorithm optimization based extreme learning machine

J Dong, L Wu, X Liu, Z Li, Y Gao, Y Zhang… - Applied Thermal …, 2020 - Elsevier
… Capabilities of the bat algorithm optimized extreme learning machine (Bat-ELM) model for
dew point temperature (T dew ) estimation were evaluated in this study, in comparison with …

An electric load forecasting model based on bp neural network and improved bat algorithm hybridized with extremal optimization

YY Huang, MR Chen, LQ Yang, KD Lu… - 2019 Chinese …, 2019 - ieeexplore.ieee.org
… network and improved bat algorithm with extremal optimization called IBA-EO-… bat algorithm
(BA), we propose IBAEO by improving original BA and combining with extremal optimization. …

A novel hybrid bat algorithm with harmony search for global numerical optimization

G Wang, L Guo - Journal of Applied Mathematics, 2013 - Wiley Online Library
Optimization algorithms cover all searching for extreme … In this paper, a hybrid metaheuristic
algorithm by inducing the … into bat algorithm, so-called harmony search/bat algorithm (HS/BA)…

A novel hybrid bat algorithm for solving continuous optimization problems

Q Liu, L Wu, W Xiao, F Wang, L Zhang - Applied Soft Computing, 2018 - Elsevier
… To overcome this disadvantage of BA and enhance its ability to escape from local optima,
BA has been hybridized with extremal optimization (EO) algorithm, which has a strong …

A pathological brain detection system based on extreme learning machine optimized by bat algorithm

S Lu, X Qiu, J Shi, N Li, ZH Lu, P Chen… - CNS & Neurological …, 2017 - ingentaconnect.com
… To address these issues, we utilize Bat Algorithm (BA), an optimization algorithm presented
by Yang (2010) [35]. The BA gives better results than traditional PSO [36], and it uses the …

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

T Agarwal, V Kumar - Archives of Computational Methods in Engineering, 2022 - Springer
… the inspiration behind bat algorithm followed by detail description of classical bat algorithm.
… They devised a hybrid BA (HyBA) that utilized the extremal optimization algorithm to …

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 … improved bat algorithm,
namely, Dynamic Membrane-driven Bat … by hybridizing extremal optimization (EO) algorithm. In …

A novel data fusion strategy based on extreme learning machine optimized by bat algorithm for mobile heterogeneous wireless sensor networks

L Cao, Y Cai, Y Yue, S Cai, B Hang - IEEE access, 2020 - ieeexplore.ieee.org
… the extreme learning machine. Aiming at the above problems… based on bat algorithm to
optimize the extreme learning … , the extreme learning machine optimized by bat algorithm is …

Extreme learning machine using bat optimization algorithm for estimating state of health of lithium-ion batteries

D Ge, Z Zhang, X Kong, Z Wan - Applied Sciences, 2022 - mdpi.com
… As a single hidden-layer feedforward neural network, extreme learning machine (ELM)
has … The bat algorithm (BA) is a swarm intelligence optimization algorithm based on bat