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portada constrained global optimization: algorithms and applications
Type
Physical Book
Author
Publisher
Year
1987
Language
English
Pages
143
Format
Paperback
Dimensions
23.4 x 15.6 x 0.8 cm
Weight
0.23 kg.
ISBN
3540180958
ISBN13
9783540180951
Categories

constrained global optimization: algorithms and applications

Panos M. Pardalos (Author) · J. Ben Rosen (Author) · Springer · Paperback

constrained global optimization: algorithms and applications - Pardalos, Panos M. ; Rosen, J. Ben

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Synopsis "constrained global optimization: algorithms and applications"

Global optimization is concerned with the characterization and computation of global minima or maxima of nonlinear functions. Such problems are widespread in mathematical modeling of real world systems for a very broad range of applications. The applications include economies of scale, fixed charges, allocation and location problems, quadratic assignment and a number of other combinatorial optimization problems. More recently it has been shown that certain aspects of VLSI chip design and database problems can be formulated as constrained global optimization problems with a quadratic objective function. Although standard nonlinear programming algorithms will usually obtain a local minimum to the problem, such a local minimum will only be global when certain conditions are satisfied (such as f and K being convex).

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