A Review of Deterministic Optimization Methods in Engineering and Management

With the increasing reliance on modeling optimization problems in practical applications, a number of theoretical and algorithmic contributions of optimization have been proposed. The approaches developed for treating optimization problems can be classified into deterministic and heuristic. This pap...

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Veröffentlicht in:Mathematical Problems in Engineering Jg. 2012; H. 2012; S. 400 - 414-524
Hauptverfasser: Lin, Ming-Hua, Yu, Chian-Son, Tsai, Jung-Fa
Format: Journal Article
Sprache:Englisch
Veröffentlicht: Cairo, Egypt Hindawi Limiteds 01.01.2012
Hindawi Publishing Corporation
John Wiley & Sons, Inc
Schlagworte:
Algorithms
Chemical engineering
Design engineering
Heuristic
Heuristic methods
Linear programming
Management
Management methods
Mathematical models
Methods
Mixed integer
Molecular biology
Nonlinear programming
Optimization
Optimization algorithms
Optimization techniques
Parameter estimation
Product design
Programming
Variables
Taiwan
ISSN:1024-123X, 1563-5147
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Zusammenfassung:With the increasing reliance on modeling optimization problems in practical applications, a number of theoretical and algorithmic contributions of optimization have been proposed. The approaches developed for treating optimization problems can be classified into deterministic and heuristic. This paper aims to introduce recent advances in deterministic methods for solving signomial programming problems and mixed-integer nonlinear programming problems. A number of important applications in engineering and management are also reviewed to reveal the usefulness of the optimization methods.
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ISSN:1024-123X
1563-5147
DOI:10.1155/2012/756023