DistOpt: A software framework for modeling and evaluating optimization problem solutions in distributed environments

Citation
J. Contreras et al., DistOpt: A software framework for modeling and evaluating optimization problem solutions in distributed environments, J PAR DISTR, 60(6), 2000, pp. 741-763
Citations number
23
Categorie Soggetti
Computer Science & Engineering
Journal title
JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING
ISSN journal
07437315 → ACNP
Volume
60
Issue
6
Year of publication
2000
Pages
741 - 763
Database
ISI
SICI code
0743-7315(200006)60:6<741:DASFFM>2.0.ZU;2-Y
Abstract
We present a flexible software environment, named DistOpt, which is useful in building coarse-grain algorithms for solving optimization problems and s imulating the solution of the resulting subproblems in multicomputer system s. It is based on a decomposition-coordination approach. by which large opt imization problems can be split into subproblems, which are then easier to solve and can be solved in parallel. The object-oriented methodology on whi ch DistOpt is based, and its graphical user interface, are well suited to m odify, interface, and extend existing software modules with minimal impact. DistOpt is a flexible and innovative software environment that can be cust omized by the user in a short development time. (C) 2000 Academic Press.