Blick ins Buch

Constrained Global Optimization: Algorithms and Applications

Panos M. Pardalos, J. Ben Rosen (Autoren)

Buch | Softcover

IX, 143 Seiten

1987 | 1987
Springer Berlin (Verlag)
978-3-540-18095-1 (ISBN)

Lese- und Medienproben

Inhaltsverzeichnis (PDF)

Artikel merken

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).

Convex sets and functions.- Optimality conditions in nonlinear programming.- Combinatorial optimization problems that can be formulated as nonconvex quadratic problems.- Enumerative methods in nonconvex programming.- Cutting plane methods.- Branch and bound methods.- Bilinear programming methods for nonconvex quadratic problems.- Large scale problems.- Global minimization of indefinite quadratic problems.- Test problems for global nonconvex quadratic programming algorithms.

Erscheint lt. Verlag	15.7.1987
Reihe/Serie	Lecture Notes in Computer Science
Zusatzinfo	IX, 143 p.
Verlagsort	Berlin
Sprache	englisch
Maße	155 x 235 mm
Gewicht	260 g
Themenwelt	Mathematik / Informatik ► Mathematik ► Analysis
	Mathematik / Informatik ► Mathematik ► Arithmetik / Zahlentheorie
	Mathematik / Informatik ► Mathematik ► Wahrscheinlichkeit / Kombinatorik
Schlagworte	algorithms • Character • Computation • Database • Design • Finite • Form • Function • Global Optimization • linear optimization • Modeling • Nonlinear Optimization • Online • Optimization • programming
ISBN-10	3-540-18095-8 / 3540180958
ISBN-13	978-3-540-18095-1 / 9783540180951
Zustand	Neuware