
Multicriteria Optimization
Matthias Ehrgott(Author)
Springer (Publisher)
2nd Edition
Published on 18. May 2005
Book
Hardback
XIII, 323 pages
978-3-540-21398-7 (ISBN)
Description
Decision makers in many areas, from industry to engineering and the social sector, face an increasing need to consider multiple, conflicting objectives in their decision processes. In many cases these real world decision problems can be formulated as multicriteria mathematical optimization models. The solution of such models requires appropriate techniques to compute so called efficient, or Pareto optimal, or compromise solutions that - unlike traditional mathematical programming methods - take the contradictory nature of the criteria into account. This book provides the necessary mathematical foundation of multicriteria optimization to solve nonlinear, linear and combinatorial problems with multiple criteria. Motivational examples illustrate the use of multicriteria optimization in practice. Numerous illustrations and exercises as well as an extensive bibliography are provided. In the new edition a chapter on optimality conditions has been added. The linear programming part has been extended and includes new developments. Moreover, motivational examples are now introducing the majority of chapters.
More details
Edition
2nd ed. 2005
Language
English
Place of publication
Berlin
Germany
Publishing group
Springer Berlin
Target group
Professional and scholarly
Research
Edition type
New edition
Illustrations
XIII, 323 p.
Dimensions
Height: 241 mm
Width: 160 mm
Thickness: 24 mm
Weight
676 gr
ISBN-13
978-3-540-21398-7 (9783540213987)
DOI
10.1007/3-540-27659-9
Schweitzer Classification
Other editions
Additional editions

Matthias Ehrgott
Multicriteria Optimization
Book
10/2010
2nd Edition
Springer
€192.59
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Matthias Ehrgott
Multicriteria Optimization
E-Book
01/2006
2nd Edition
Springer
€192.59
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Previous edition

Matthias Ehrgott
Multicriteria Optimization
Book
09/2000
Springer
€74.85
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Content
Efficiency and Nondominance.- The Weighted Sum Method and Related Topics.- Scalarization Techniques.- Other Definitions of Optimality - Nonscalarizing Methods.- Introdcution to Multicriteria Linear Programming.- A Multiobjective Simplex Method.- Multiobjective Combinatorial Optimization.- Multiobjective Versions of Polynomially Solvable Problems.- Multiobjective Versions of Some NP-Hard Problems.