Swarm Intelligence Algorithms
Slowik, Adam
Abstract
"This book thoroughly presents the basics of 24 algorithms selected from the entire family of swarm intelligence algorithms. Each chapter deals with a different algorithm describing it in detail and showing how it works in the form of a pseudo-code. In addition, the source code is provided for each algorithm in Matlab and in the C ++ programming language. In order to better understand how each swarm intelligence algorithm works, a simple numerical example is included in each chapter, which guides the reader step by step through the individual stages of the algorithm, showing all necessary calculations"--
Topics & Concepts
Swarm intelligenceComputer scienceSwarm behaviourArtificial intelligenceAlgorithmParticle swarm optimizationMetaheuristic Optimization Algorithms ResearchNeural Networks and ApplicationsEvolutionary Algorithms and Applications