Journal ArticleDOI
A survey on applications and variants of the cuckoo search algorithm
TLDR
A comprehensive review of all conducting intensive research survey into the pros and cons, main architecture, and extended versions of this algorithm.About:
This article is published in Applied Soft Computing.The article was published on 2017-12-01. It has received 216 citations till now. The article focuses on the topics: Cuckoo search & Metaheuristic.read more
Citations
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Journal ArticleDOI
A survey on new generation metaheuristic algorithms
TL;DR: In this survey, fourteen new and outstanding metaheuristics that have been introduced for the last twenty years other than the classical ones such as genetic, particle swarm, and tabu search are distinguished.
Journal ArticleDOI
Salp swarm algorithm: a comprehensive survey
TL;DR: An exhaustive and a comprehensive review of the so-called salp swarm algorithm (SSA) and discussions its main characteristics, including its variants, like binary, modifications and multi-objective.
Journal ArticleDOI
Advances in Sine Cosine Algorithm: A comprehensive survey
TL;DR: The Sine Cosine Algorithm (SCA) as mentioned in this paper is a population-based optimization algorithm introduced by Mirjalili in 2016, motivated by the trigonometric sine and cosine functions.
Journal ArticleDOI
Moth–flame optimization algorithm: variants and applications
Mohammad Shehab,Laith Abualigah,Husam Al Hamad,Hamzeh Alabool,Mohammad Alshinwan,Ahmad M. Khasawneh +5 more
TL;DR: This paper thoroughly presents a comprehensive review of the so-called moth–flame optimization (MFO) and analyzes its main characteristics, focusing on the current work on MFO, highlight its weaknesses, and suggest possible future research directions.
Journal ArticleDOI
On the exploration and exploitation in popular swarm-based metaheuristic algorithms
TL;DR: The outcome of empirical study suggested that coherence and consistency in the swarm individuals throughout iterations is the key to success in swarm-based metaheuristics.
References
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Journal ArticleDOI
Optimization by Simulated Annealing
TL;DR: There is a deep and useful connection between statistical mechanics and multivariate or combinatorial optimization (finding the minimum of a given function depending on many parameters), and a detailed analogy with annealing in solids provides a framework for optimization of very large and complex systems.
BookDOI
Adaptation in Natural and Artificial Systems: An Introductory Analysis with Applications to Biology, Control and Artificial Intelligence
TL;DR: Initially applying his concepts to simply defined artificial systems with limited numbers of parameters, Holland goes on to explore their use in the study of a wide range of complex, naturally occuring processes, concentrating on systems having multiple factors that interact in nonlinear ways.
Proceedings ArticleDOI
Cuckoo Search via Lévy flights
Xin-She Yang,Suash Deb +1 more
TL;DR: A new meta-heuristic algorithm, called Cuckoo Search (CS), is formulated, based on the obligate brood parasitic behaviour of some cuckoo species in combination with the Lévy flight behaviour ofSome birds and fruit flies, for solving optimization problems.