Multilevel Optimization: Algorithms and Applications: Algorithms and Applications (Nonconvex Optimization and Its Applications)

ISBN 10: 146137989X / ISBN 13: 9781461379898

Edité par Springer, 2011

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Titre : Multilevel Optimization: Algorithms and ...

Éditeur : Springer

Date d'édition : 2011

Reliure : Couverture souple

Etat : New

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In many decision processes there is an hierarchy of decision-makers and decisions are taken at different levels in this hierarchy. Multilevel programming focuses on the whole hierarchy structure. In terms of modeling, the constraint domain associated with a multilevel programming problem is implicitly determined by a series of optimization problems which must be solved in a predetermined sequence. The field of multilevel optimization has become a well-known and important research field. Hierarchical structures can be found in scientific disciplines such as environment, ecology, biology, chemical engineering, mechanics, classification theory, databases, network design, transportation, game theory and economics. Moreover, new applications are constantly being introduced. This has stimulated the development of new theory and efficient algorithms. This volume contains 16 chapters written by various leading researchers and presents a cohesive authoritative overview of developments and applications in their emerging field of optimization. Audience: Researchers whose work involves the application of mathematical programming and optimization to hierarchical structures.