Quadratic and Lagrange interpolation based butterfly optimization algorithm for numerical optimization and engineering design problem

S Sharma, AK Saha, S Chakraborty, S Deb, SK Sahoo - 2023 - researchsquare.com
Abstract The Butterfly Optimization Algorithm (BOA) is used widely in the field of optimization
due to its proven effectiveness. However, the algorithm has certain limitations such as poor …

mLBOA: A modified butterfly optimization algorithm with lagrange interpolation for global optimization

S Sharma, S Chakraborty, AK Saha, S Nama… - Journal of Bionic …, 2022 - Springer
Abstract Though the Butterfly Bptimization Algorithm (BOA) has already proved its
effectiveness as a robust optimization algorithm, it has certain disadvantages. So, a new …

A novel adaptive butterfly optimization algorithm

B Singh, P Anand - … Journal of Computational Materials Science and …, 2018 - World Scientific
Butterfly optimization algorithm (BOA) is an interesting bio-inspired algorithm that uses a
nature inspired simulation model, based on the food foraging behavior of butterflies. A …

[HTML][HTML] EABOA: Enhanced adaptive butterfly optimization algorithm for numerical optimization and engineering design problems

K He, Y Zhang, YK Wang, RH Zhou… - Alexandria Engineering …, 2024 - Elsevier
The butterfly optimization algorithm (BOA) is a meta-heuristic algorithm that mimics foraging
and mating behavior of butterflies. In order to alleviate the problems of slow convergence …

Enhanced Monarch Butterfly Optimization Algorithm with Rank-Based Selection and Random Jump Strategy for Constrained Engineering Problems

P Kathiroli - 2023 International Conference on Circuit Power …, 2023 - ieeexplore.ieee.org
Nature-inspired algorithms have become increasingly prevalent in engineering and
mathematical optimization due to their efficacy and adaptability. Among these algorithms …

A balanced butterfly optimization algorithm for numerical optimization and feature selection

W Long, J Jiao, T Wu, M Xu, S Cai - Soft Computing, 2022 - Springer
Butterfly optimization algorithm (BOA) is a relatively novel optimization technique for solving
function optimization as well as real-world applications. However, the paramount challenge …

m-MBOA: a novel butterfly optimization algorithm enhanced with mutualism scheme

S Sharma, AK Saha - Soft Computing, 2020 - Springer
The simplicity and effectiveness of a recently proposed metaheuristic, butterfly optimization
algorithm (BOA) have gained huge popularity among research community and are being …

[HTML][HTML] Recent advances in butterfly optimization algorithm, its versions and applications

SN Makhadmeh, MA Al-Betar, AK Abasi… - … Methods in Engineering, 2023 - Springer
The butterfly optimization algorithm (BOA) is a recent successful metaheuristic swarm-based
optimization algorithm. The BOA has attracted scholars' attention due to its extraordinary …

Learning automata-based butterfly optimization algorithm for engineering design problems

S Arora, P Anand - … Journal of Computational Materials Science and …, 2018 - World Scientific
Butterfly Optimization Algorithm (BOA) is a novel meta-heuristic algorithm inspired by the
food foraging behavior of the butterflies. The performance of BOA critically depends upon …

An opposition-based butterfly optimization algorithm with adaptive elite mutation in solving complex high-dimensional optimization problems

Y Li, X Yu, J Liu - Mathematics and Computers in Simulation, 2023 - Elsevier
To solve complex high-dimensional optimization problems, an opposition-based butterfly
optimization algorithm with adaptive elite mutation (OBOAEM) is proposed. In the initial …