Solution of Problems of Optimization in Engineering Applications using PSO Algorithm - Brossura

Ashok Pal, Priyanka Thakur And

Brossura

ISBN 10: 1723891436 ISBN 13: 9781723891434

Casa editrice: Independently published, 2018

Riassunto

A swarm is a large number of homogenous simple agents interacting locally among themselves and their environment with no central control to allow a global interesting behavior to emerge. Swarm-based algorithms have recently emerged as a family of nature-inspired, population-based algorithms that are capable of producing low cost, fast, and robust solutions to several complex problems. Swarm Intelligence (SI) is a new branch of Artificial Intelligence (AI) used to model the collective behavior of social swarms in nature such as ant colonies, honey bees and bird flocks. In the present paper a swarm intelligence based computational technique named particle swarm optimization (PSO) algorithm has been tried in solving a set of problems of engineering optimization which are given in appendix of this paper. PSO was originally used to solve non-linear continuous optimization problems but more recently it has been used in many practical real life application problems mainly in engineering.

Dettagli dell'edizione

• Editore: Independently published
• Data di pubblicazione: 2018
• Lingua: Inglese
• ISBN 10: 1723891436
• ISBN 13: 9781723891434
• Rilegatura: Copertina flessibile
• Numero di pagine: 40
• Contatto del produttore: non disponibile
• Persona responsabile: non disponibile