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Particle Swarm Optimization: Theory, Techniques & Applications

Editat de Andrea E Olsson
en Limba Engleză Hardback – 16 feb 2011
Particle swarm optimisation (PSO) is an algorithm modelled on swarm intelligence that finds a solution to an optimisation problem in a search space or model and predicts social behaviour in the presence of objectives. The PSO is a stochastic, population-based computer algorithm modelled on swarm intelligence. Swarm intelligence is based on social-psychological principles and provides insights into social behaviour, as well as contributing to engineering applications. This book presents information on particle swarm optimisation such as using mono-objective and multi-objective particle swarm optimisation for the tuning of process control laws; convergence issues in particle swarm optimisation; study on vehicle routing problems using enhanced particle swarm optimisation and others.
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Puncte Express: 1927

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Specificații

ISBN-13: 9781616685270
ISBN-10: 1616685271
Pagini: 306
Ilustrații: tables & graphs
Dimensiuni: 260 x 180 x 24 mm
Greutate: 0.73 kg
Ediția:New.
Editura: Nova Science Publishers Inc
Colecția Nova Science Publishers, Inc (US)
Locul publicării:United States

Cuprins

Preface; Using Mono-Objective & Multi-Objective Particle Swarm Optimization for the Tuning of Process Control Laws; Study on Vehicle Routing Problem with Time Windows Based on Enhanced Particle Swarm Optimization Approach; Reliability Optimization Problems using Adaptive Genetic Algorithm & Improved Particle Swarm Optimization; Convergence Issues in Particle Swarm Optimization; Globally Convergent Modifications of Particle Swarm Optimization for Unconstrained Optimization; Nonlinear 0-1 Programming through Particle Swarm Optimization using Decoding Algorithms; Comparative Study of Different Approaches to Particle Swarm Optimization in Theory & Practice; Particle Swarm Optimization for Computer Graphics & Geometric Modeling: Recent Trends; The Singly-Linked Ring Topology for the Particle Swarm Optimization Algorithm; PSO Assisted Multiuse Detection for DS-CDMA Communication Systems; Optimization of Abrasive Flow Machining Process Parameters using Particle Swarm Optimization & Simulated Annealing Algorithms; Index.