Particle swarm optimization and intelligence advances and applications
Title:
Particle swarm optimization and intelligence advances and applications
Author:
Parsopoulos, Konstantinos E., 1974-
ISBN:
9781615206674
Personal Author:
Publication Information:
Hershey, Pa. : IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA), c2010.
Physical Description:
electronic texts (xvii, 310 p. : ill.) : digital files.
Contents:
1. Introduction -- 2. Particle swarm optimization -- 3. Theoretical derivations and application issues -- 4. Established and recently proposed variants of particle swarm optimization -- 5. Performance-enhancing techniques -- 6. Applications in machine learning -- 7. Applications in dynamical systems -- 8. Applications in operations research -- 9. Applications in bioinformatics and medical informatics -- 10. Applications in noisy and dynamic environments -- 11. Applications in multiobjective, constrained and minimax problems -- 12. Afterword.
Abstract:
This book examines modern intelligent optimization algorithms proven as very efficient in applications from various scientific and technological fields. Providing distinguished and unique research, this innovative publication offers a compendium of leading field experiences as well as theoretical analyses and complementary techniques useful to academicians and practitioners--Provided by publisher.
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Electronic Access:
Chapter PDFs via platform: http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-61520-666-7