[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 …

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 …

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 …

An improved butterfly optimization algorithm with chaos

S Arora, S Singh - Journal of Intelligent & Fuzzy Systems, 2017 - content.iospress.com
Abstract Butterfly Optimization Algorithm (BOA) is a new comer in the category of nature
inspired metaheuristic algorithms, inspired from food foraging behavior of the butterflies …

On the performance improvement of Butterfly Optimization approaches for global optimization and Feature Selection

AS Assiri - Plos one, 2021 - journals.plos.org
Butterfly Optimization Algorithm (BOA) is a recent metaheuristics algorithm that mimics the
behavior of butterflies in mating and foraging. In this paper, three improved versions of BOA …

Improved butterfly optimisation algorithm based on guiding weight and population restart

Y Guo, X Liu, L Chen - Journal of Experimental & Theoretical …, 2021 - Taylor & Francis
ABSTRACT Butterfly Optimisation Algorithm (BOA) is a kind of meta-heuristic swarm
intelligence algorithm based on butterfly foraging strategy, but it still needs to be improved in …

A self-adaption butterfly optimization algorithm for numerical optimization problems

Y Fan, J Shao, G Sun, X Shao - IEEE Access, 2020 - ieeexplore.ieee.org
For shortcomings of poor exploaration and parameter complexities of the butterfly
optimization algorithm, an improved butterfly optimization algorithm based the self-adaption …

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 …

Enhanced butterfly optimization algorithm for large-scale optimization problems

Y Li, X Yu, J Liu - Journal of Bionic Engineering, 2022 - Springer
To solve large-scale optimization problems, Fragrance coefficient and variant Particle
Swarm local search Butterfly Optimization Algorithm (FPSBOA) is proposed. In the position …

An effective hybrid butterfly optimization algorithm with artificial bee colony for numerical optimization

S Arora, S Singh - 2017 - reunir.unir.net
In this paper, a new hybrid optimization algorithm which combines the standard Butterfly
Optimization Algorithm (BOA) with Artificial Bee Colony (ABC) algorithm is proposed. The …