Practical Bilevel Optimization : Algorithms and Applications

Jonathan F. Bard

ISBN 10: 1441948074 / ISBN 13: 9781441948076

Verlag: Springer US, 2010

Beschreibung

Druck auf Anfrage Neuware - Printed after ordering - The use of optimization techniques has become integral to the design and analysis of most industrial and socio-economic systems. Great strides have been made recently in the solution of large-scale problems arising in such areas as production planning, airline scheduling, government regulation, and engineering design, to name a few. Analysts have found, however, that standard mathematical programming models are often inadequate in these situations because more than a single objective function and a single decision maker are involved. Multiple objective programming deals with the extension of optimization techniques to account for several objective functions, while game theory deals with the inter-personal dynamics surrounding conflict. Bilevel programming, the focus of this book, is in a narrow sense the combination of the two. It addresses the problern in which two decision makers, each with their individual objectives, act and react in a noncooperative, sequential manner. The actions of one affect the choices and payoffs available to the other but neither player can completely dominate the other in the traditional sense.

Bestandsnummer des Verkäufers 9781441948076

Bibliografische Details

• Titel: Practical Bilevel Optimization : Algorithms and Applications
• Verlag: Springer US
• Erscheinungsjahr: 2010
• Sprache: Englisch
• ISBN-10: 1441948074
• ISBN-13: 9781441948076
• Einband: Taschenbuch
• Zustand: Neu

Über diesen Titel

Inhaltsangabe

The use of optimization techniques has become integral to the design and analysis of most industrial and socio-economic systems. Great strides have been made recently in the solution of large-scale problems arising in such areas as production planning, airline scheduling, government regulation, and engineering design, to name a few. Analysts have found, however, that standard mathematical programming models are often inadequate in these situations because more than a single objective function and a single decision maker are involved. Multiple objective programming deals with the extension of optimization techniques to account for several objective functions, while game theory deals with the inter-personal dynamics surrounding conflict. Bilevel programming, the focus of this book, is in a narrow sense the combination of the two. It addresses the problern in which two decision makers, each with their individual objectives, act and react in a noncooperative, sequential manner. The actions of one affect the choices and payoffs available to the other but neither player can completely dominate the other in the traditional sense.