Verwandte Artikel zu Swarm Intelligence and Evolutionary Computing: for...

Swarm Intelligence and Evolutionary Computing: for Single and Multi-objective Optimization in Water Resource Systems - Softcover

Manne, Janga Reddy

 
9783838302201: Swarm Intelligence and Evolutionary Computing: for Single and Multi-objective Optimization in Water Resource Systems
Softcover
ISBN 10: 3838302206 ISBN 13: 9783838302201
Verlag: LAP LAMBERT Academic Publishing, 2009

Inhaltsangabe

Traditional optimization methods are no longer adequate to solve complex real life problems, as most of them involve nonlinear, discontinuous, non- differentiable, nonconvex, multiobjective functions with mixed variables in their model formulation. Over the last few years, the use of nature inspired meta-heuristic algorithms for systems optimization has increased tremendously, and “swarm intelligence and evolutionary computing techniques” are rapidly emerging as powerful tools for solving practical problems. This book describes efficient computational techniques based on Ant Colony Optimization (ACO), Particle Swarm Optimization (PSO), Genetic Algorithm (GA) and Differential Evolution (DE) principles for single and multiple criterion optimization; and hybrid soft-computing techniques such as PSO Neural Network (PSO-NN), Adaptive Network Fuzzy Inference System (ANFIS) for hydrologic forecasting and demonstrates their applications to case studies in reservoir systems operation. This book is intended for people who are willing to learn new technology to solve complex real life problems and especially useful to professional in water resources field.

Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

Über die Autorin bzw. den Autor

M. JANGA REDDY, Ph.D.(IISc Bangalore), is at Department of CivilEngineering, Indian Institute of Technology Bombay, has doneextensive research on evolutionary computation and swarmintelligence techniques, applications to water resourcesystems. He has published several papers in leading internationaljournals on soft computing techniques.

„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2009
Sprache
Englisch
ISBN 10 
3838302206
ISBN 13 
9783838302201
Einband
Taschenbuch
Anzahl der Seiten
280
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
KreGa Onlinehandel GmbH
4950000000000
info@krega-onlinehandel.de

Birkenweg 31
Brakel
33034
Deutschland