Kniha Separable Programming S.M. Stefanov

Separable Programming

Theory and Methods

Autor: S.M. Stefanov
Jazyk: Angličtina
Väzba: Pevná
Vydavateľ: Springer Netherlands
Dostupnosť: Skladom u dodávateľa
Odosielame za 10-18 dní
117.79
In this book, the author considers separable programming and, in particular, one of its important ca...

Informácie o knihe

Jazyk
Angličtina
Väzba
Kniha - Pevná
Vydalo
2001
Stránok
314
EAN
9780792368823
ISBN
0792368827
Enbook ID
01396725
Hmotnosť
653
Rozmery
155 x 235 x 20

Kompletný 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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