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voß stefan (curatore); woodruff david l. (curatore) - optimization software class libraries
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Optimization Software Class Libraries

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Dettagli

Genere:Libro
Lingua: Inglese
Editore:

Springer US

Pubblicazione: 04/2002
Edizione: 1





Trama

Optimization problems in practice are diverse and evolve over time, giving rise to - quirements both for ready-to-use optimization software packages and for optimization software libraries, which provide more or less adaptable building blocks for app- cation-specific software systems. In order to apply optimization methods to a new type of problem, corresponding models and algorithms have to be “coded” so that they are accessible to a computer. One way to achieve this step is the use of a mod- ing language. Such modeling systems provide an excellent interface between models and solvers, but only for a limited range of model types (in some cases, for example, linear) due, in part, to limitations imposed by the solvers. Furthermore, while m- eling systems especially for heuristic search are an active research topic, it is still an open question as to whether such an approach may be generally successful. Modeling languages treat the solvers as a “black box” with numerous controls. Due to variations, for example, with respect to the pursued objective or specific problem properties, - dressing real-world problems often requires special purpose methods. Thus, we are faced with the difficulty of efficiently adapting and applying appropriate methods to these problems. Optimization software libraries are intended to make it relatively easy and cost effective to incorporate advanced planning methods in application-specific software systems. A general classification provides a distinction between callable packages, nume- cal libraries, and component libraries.




Sommario

Optimization Software Class Libraries.- Distribution, Cooperation, and Hybridization for Combinatorial Optimization.- A Framework for Local Search Heuristics for Combinatorial Optimization Problems.- Hotframe: A Heuristic Optimization Framework.- Writing Local Search Algorithms Using Easylocal++.- Integrating Heuristic Search and One-Way Constraints in the Iopt Toolkit.- The OptQuest Callable Library.- A Constraint Programming Toolkit for Local Search.- The Modeling Language OPL — A Short Overview.- Genetic Algorithm Optimization Software Class Libraries.










Altre Informazioni

ISBN:

9781402070020

Condizione: Nuovo
Collana: Operations Research/Computer Science Interfaces Series
Dimensioni: 235 x 155 mm
Formato: Copertina rigida
Illustration Notes:X, 360 p.
Pagine Arabe: 360
Pagine Romane: x


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