Journal ArticleDOI
Chaotic bat algorithm
Amir H. Gandomi,Xin-She Yang +1 more
TLDR
Chaos is introduced into Bat algorithm so as to increase its global search mobility for robust global optimization and results show that some variants of chaotic BAs can clearly outperform the standard BA for these benchmarks.About:
This article is published in Journal of Computational Science.The article was published on 2014-03-01. It has received 445 citations till now. The article focuses on the topics: Bat algorithm & 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
Bio inspired computing - A review of algorithms and scope of applications
TL;DR: This review identifies the popularly used algorithms within the domain of bio-inspired algorithms and discusses their principles, developments and scope of application, which would pave the path for future studies to choose algorithms based on fitment.
Journal ArticleDOI
Chaotic whale optimization algorithm
Gaganpreet Kaur,Sankalap Arora +1 more
TL;DR: Chaos theory is introduced into WOA optimization process to enhance the global convergence speed and to get better performance, and the results prove that the chaotic maps are able to improve the performance of WOA.
Journal ArticleDOI
A comprehensive survey: Whale Optimization Algorithm and its applications
TL;DR: An overview of WOA is described in this paper, rooted from the bubble-net hunting strategy, besides an overview ofWOA applications that are used to solve optimization problems in various categories.
Journal ArticleDOI
A novel chaotic salp swarm algorithm for global optimization and feature selection
TL;DR: A novel hybrid solution based on SSA and chaos theory is proposed and it is shown that logistic chaotic map is the optimal map of the used ten, which can significantly boost the performance of original SSA.
References
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Journal ArticleDOI
Synchronization in chaotic systems
TL;DR: This chapter describes the linking of two chaotic systems with a common signal or signals and highlights that when the signs of the Lyapunov exponents for the subsystems are all negative the systems are synchronized.
Journal ArticleDOI
Simple mathematical models with very complicated dynamics
Robert M. May,Robert M. May +1 more
TL;DR: This is an interpretive review of first-order difference equations, which can exhibit a surprising array of dynamical behaviour, from stable points, to a bifurcating hierarchy of stable cycles, to apparently random fluctuations.
Book
Chaos in dynamical systems
TL;DR: In the new edition of this classic textbook, the most important change is the addition of a completely new chapter on control and synchronization of chaos as mentioned in this paper, which will be of interest to advanced undergraduates and graduate students in science, engineering and mathematics taking courses in chaotic dynamics, as well as to researchers in the subject.
Book
Nature-Inspired Metaheuristic Algorithms
TL;DR: This book reviews and introduces the state-of-the-art nature-inspired metaheuristic algorithms in optimization, including genetic algorithms, bee algorithms, particle swarm optimization, simulated annealing, ant colony optimization, harmony search, and firefly algorithms.
Book
An introduction to chaotic dynamical systems
TL;DR: In this article, the quadratic family has been used to define hyperbolicity in linear algebra and advanced calculus, including the Julia set and the Mandelbrot set.