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Practical Bilevel Optimization - Algorithms and Applications (Paperback, Softcover reprint of hardcover 1st ed. 1999)
Loot Price: R8,124
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Practical Bilevel Optimization - Algorithms and Applications (Paperback, Softcover reprint of hardcover 1st ed. 1999)
Series: Nonconvex Optimization and Its Applications, 30
Expected to ship within 10 - 15 working days
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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.
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