Practical Bilevel Optimization

Algorithms and Applications

By:

Jonathan F. Bard

Format:

Hardback

Series:

Nonconvex Optimization and Its Applications

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Description

The focus of this text is on bilevel programming, which combines elements of hierarchical optimization and game theory. The basic model addresses the problem where two decision-makers, each with their individual objectives, act and react in a non-cooperative 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. Over the last 20 years there has been a steady growth in research related to theory and solution methodologies for bilevel programming. This interest stems from the inherent complexity and consequent challenge of the underlying mathematics, as well as the applicability of the bilevel model to many real-world situations. The primary aim of this book is to provide an historical perspective on algorithmic development and to highlight those implementations that have proved to be the most efficient in their class. A corollary aim is to provide a sampling of applications in order to demonstrate the versatility of the basic model and the limitations of current technology.

Release date NZ

December 31st, 1998

Author

Jonathan F. Bard

Audiences

Postgraduate, Research & Scholarly
Professional & Vocational
Undergraduate

Illustrations

XII, 476 p.

Pages

476

Series

Nonconvex Optimization and Its Applications

Dimensions

156x234x26

ISBN-13

9780792354581

Product ID

2051645

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