[HTML][HTML] A comprehensive survey on the chicken swarm optimization algorithm and its applications: state-of-the-art and research challenges

B Chen, L Cao, C Chen, Y Chen, Y Yue - Artificial Intelligence Review, 2024 - Springer
The application of optimization theory and the algorithms that are generated from it has
increased along with science and technology's continued advancement. Numerous issues …

Chicken swarm optimization

D Moldovan, A Slowik - Swarm Intelligence Algorithms, 2020 - taylorfrancis.com
Chicken Swarm Optimization (CSO) algorithm was introduced first in 2014 and its main
inspiration is the intelligence of the chicken swarms. The chapter is organized as follows: the …

A new teaching–learning-based chicken swarm optimization algorithm

S Deb, XZ Gao, K Tammi, K Kalita, P Mahanta - Soft Computing, 2020 - Springer
Abstract Chicken Swarm Optimization (CSO) is a novel swarm intelligence-based algorithm
known for its good performance on many benchmark functions as well as real-world …

A new bio-inspired algorithm: chicken swarm optimization

X Meng, Y Liu, X Gao, H Zhang - … , ICSI 2014, Hefei, China, October 17-20 …, 2014 - Springer
A new bio-inspired algorithm, Chicken Swarm Optimization (CSO), is proposed for
optimization applications. Mimicking the hierarchal order in the chicken swarm and the …

Recent studies on chicken swarm optimization algorithm: a review (2014–2018)

S Deb, XZ Gao, K Tammi, K Kalita… - Artificial Intelligence …, 2020 - Springer
Solving a complex optimization problem in a limited timeframe is a tedious task.
Conventional gradient-based optimization algorithms have their limitations in solving …

A survey on several new popular swarm intelligence optimization algorithms

X Wei, H Huang - 2023 - researchsquare.com
Traditional optimization methods rely on parameter selection and a require high
mathematical performance of the objective function. Thus, swarm intelligence optimization …

MCSO: Levy's Flight Guided Modified Chicken Swarm Optimization

S Verma, SP Sahu, TP Sahu - IETE Journal of Research, 2023 - Taylor & Francis
This paper proposes a Modified Chicken Swarm Optimization (MCSO) in which the local
optima and early convergence problem of Chicken Swarm Optimization (CSO) is addressed …

Chicken swarm optimization with an enhanced exploration–exploitation tradeoff and its application

Y Wang, C Sui, C Liu, J Sun, Y Wang - Soft Computing, 2023 - Springer
The chicken swarm optimization (CSO) is a novel swarm intelligence algorithm, which
mimics the hierarchal order and foraging behavior in the chicken swarm. However, like other …

[PDF][PDF] An Improved Chicken Swarm Optimization Algorithm Based on Adaptive Mutation Learning Strategy

XX Zhou, ZR Gao, XT Yi - Journal of Computers, 2022 - csroc.org.tw
To solve the problem that the Chicken swarm optimization (CSO) has low solution accuracy
and tends to fall into the local optimum on later stages of iteration, an adaptive mutation …

A new bio-inspired optimisation algorithm: Bird Swarm Algorithm

XB Meng, XZ Gao, L Lu, Y Liu… - Journal of Experimental & …, 2016 - Taylor & Francis
A new bio-inspired algorithm, namely Bird Swarm Algorithm (BSA), is proposed for solving
optimisation applications. BSA is based on the swarm intelligence extracted from the social …