Particle Swarm Optimization (eBook)

Theory, Techniques and Applications

Andrea E. Olsson (Herausgeber)

eBook Download: PDF

2016
317 Seiten
Nova Science Publishers (Verlag)
978-1-61324-700-6 (ISBN)

Infos

Particle swarm optimization (PSO) is an algorithm modeled on swarm intelligence that finds a solution to an optimization problem in a search space or model and predicts social behavior in the presence of objectives. The PSO is a stochastic, population-based computer algorithm modeled on swarm intelligence. Swarm intelligence is based on social-psychological principles and provides insights into social behavior, as well as contributing to engineering applications. This book presents information on particle swarm optimization such as using mono-objective and multi-objective particle swarm optimization for the tuning of process control laws; convergence issues in particle swarm optimization and vehicle routing problems using enhanced particle swarm optimization.

Produkt-Details

• Erscheint lt. Verlag: 1.1.2017
• Themenwelt: Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
• Themenwelt: Mathematik / Informatik ► Mathematik
• ISBN-10: 1-61324-700-1 / 1613247001
• ISBN-13: 978-1-61324-700-6 / 9781613247006