Global optimization : deterministic approaches
著者
書誌事項
Global optimization : deterministic approaches
Springer-Verlag, c1993
2nd rev. ed
- : gw
- : us
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注記
Includes bibliographical references (p. 657-690) and index
内容説明・目次
内容説明
This study develops a unifying approach to constrained global optimization. It provides insight into the underlying concepts and properties of diverse techniques recently proposed to solve a wide variety of problems encountered in the decision sciences, engineering, operations research and other disciplines. As well as a coherent view of the field, new material is presented. The exposition focuses on: minimization of concave functions subject to linear and convex constraints; minimization over the intersection of convex sets and complements of convex sets; global optimization of functions that can be expressed as a difference of two convex functions; Lipschitz and continuous optimization, and systems of equations/inequalities. Additional details on specially structured problems include decomposition of large scale optimization, projection, quadratic, bilinear and biconvex programming, complementarity, separability, parametric approaches, network problems and design centering.
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