Particle Swarm Optimization
Nova Science Publishers Inc (Verlag)
978-1-61668-527-0 (ISBN)
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.
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.
| Zusatzinfo | Illustrations |
|---|---|
| Verlagsort | New York |
| Sprache | englisch |
| Maße | 260 x 180 mm |
| Gewicht | 728 g |
| Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
| Mathematik / Informatik ► Mathematik | |
| ISBN-10 | 1-61668-527-1 / 1616685271 |
| ISBN-13 | 978-1-61668-527-0 / 9781616685270 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
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