Optimal decisions for complex systems - Software packages

被引:8
|
作者
Filip, Florin [2 ]
Popescu, Dumitru [1 ]
Mateescu, Mihaela [1 ]
机构
[1] Univ Polytehn Bucharest, Dept Automat Control & comp Sci, Bucharest 060041, Romania
[2] Romanian Acad, Bucharest, Romania
关键词
modeling; optimization; complex systems; decomposition; software packages;
D O I
10.1016/j.matcom.2007.04.012
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper proposes the software package SISCON, dedicated to the evaluation of optimal decisions for large-scale systems. SISCON firstly evaluates mathematical models developed from experimental data using LS methods for linear and non-linear systems and after that computes the optimal decision problems, solving the mathematical non-linear programming problems. The large-scale systems have generally a complex structure and global approach computation cannot be carried out. The authors present a decentralised decision structure having a well-defined distribution of supervisory functions. After decomposition of large-scale problems is carried out, sub problems are solved using standard optimization techniques. SISCON offers opportunities for solving non-linear mathematical programming problems and for evaluating optimal decisions in large-scale systems control. (c) 2007 Published by Elsevier B.V. on behalf of IMACS.
引用
收藏
页码:422 / 429
页数:8
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