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Interior Point Techniques in Optimization - Complementarity, Sensitivity and Algorithms (Paperback, Softcover reprint of hardcover 1st ed. 1997)
Loot Price: R4,012
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Interior Point Techniques in Optimization - Complementarity, Sensitivity and Algorithms (Paperback, Softcover reprint of hardcover 1st ed. 1997)
Series: Applied Optimization, 6
Expected to ship within 18 - 22 working days
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Operations research and mathematical programming would not be as
advanced today without the many advances in interior point methods
during the last decade. These methods can now solve very
efficiently and robustly large scale linear, nonlinear and
combinatorial optimization problems that arise in various practical
applications. The main ideas underlying interior point methods have
influenced virtually all areas of mathematical programming
including: analyzing and solving linear and nonlinear programming
problems, sensitivity analysis, complexity analysis, the analysis
of Newton's method, decomposition methods, polynomial approximation
for combinatorial problems etc. This book covers the implications
of interior techniques for the entire field of mathematical
programming, bringing together many results in a uniform and
coherent way. For the topics mentioned above the book provides
theoretical as well as computational results, explains the
intuition behind the main ideas, gives examples as well as proofs,
and contains an extensive up-to-date bibliography. Audience: The
book is intended for students, researchers and practitioners with a
background in operations research, mathematics, mathematical
programming, or statistics.
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