Kniha Separable Programming S.M. Stefanov

Separable Programming

Theory and Methods

Autor: S.M. Stefanov
Jazyk: Angličtina
Vazba: Pevná
Dostupnost: Skladem u dodavatele
Odesíláme za 10-18 dnů
2 703
In this book, the author considers separable programming and, in particular, one of its important ca...

Informace o knize

Jazyk
Angličtina
Vazba
Kniha - Pevná
Vydáno
2001
Stránek
314
EAN
9780792368823
ISBN
0792368827
Enbook ID
01396725
Hmotnost
653
Rozměry
155 x 235 x 20

Kompletní popis

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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