Practical Bilevel Optimization
Algorithms and Applications
(Sprache: Englisch)
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,...
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Klappentext zu „Practical Bilevel Optimization “
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.
Inhaltsverzeichnis zu „Practical Bilevel Optimization “
- PrefacePart I: Mathematical Programming
1. Introduction
2. Linear Progrmaming
3. Integer Programming
4. Nonlinear Programming
Part II: Bilevel Programming
5. Linear BLP: Continuous Variables
6. Linear BLP: Discrete Variables
7. Convex Bilevel Programming
8. General Bilevel Programming
9. Heuristics
Part III: Applications
10. Transportation Network Design
11. Production Planning
12. Determining Price Support Levels for Biofuel Crops
- References
- Index
Bibliographische Angaben
- Autor: Jonathan F. Bard
- 1998, 476 Seiten, Maße: 16 x 24,1 cm, Gebunden, Englisch
- Verlag: Springer
- ISBN-10: 0792354583
- ISBN-13: 9780792354581
- Erscheinungsdatum: 31.12.1998
Sprache:
Englisch
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