Separable Programming: Theory and Methods (Applied Optimization, Band 53) - Hardcover

Stefanov, S.M.

 
9780792368823: Separable Programming: Theory and Methods (Applied Optimization, Band 53)
Hardcover
ISBN 10: 0792368827 ISBN 13: 9780792368823
Verlag: Springer, 2001

Inhaltsangabe

In this book, the author considers separable programming and, in particular, one of its important cases - convex separable programming. Some general results are presented, techniques of approximating the separable problem by linear programming and dynamic programming are considered.
Convex separable programs subject to inequality/ equality constraint(s) and bounds on variables are also studied and iterative algorithms of polynomial complexity are proposed.
As an application, these algorithms are used in the implementation of stochastic quasigradient methods to some separable stochastic programs. Numerical approximation with respect to I 1 and I 4 norms, as a convex separable nonsmooth unconstrained minimization problem, is considered as well.
Audience: Advanced undergraduate and graduate students, mathematical programming/ operations research specialists.

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Verlag
Springer
Erscheinungsdatum
2001
Sprache
Englisch
ISBN 10 
0792368827
ISBN 13 
9780792368823
Einband
Gebundene Ausgabe
Anzahl der Seiten
333
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Weitere beliebte Ausgaben desselben Titels

9781441948519: Separable Programming: Theory and Methods (Applied Optimization)

Vorgestellte Ausgabe

ISBN 10:  1441948511 ISBN 13:  9781441948519
Verlag: Springer, 2010
Softcover