Multicriteria Optimization

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. T...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Ehrgott, Matthias (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2005.
Edición:2nd ed. 2005.
Temas:
Operations research.
Mathematical optimization.
Industrial engineering.
Production engineering.
Operations Research and Decision Theory.
Optimization.
Industrial and Production Engineering.
Acceso en línea:Texto Completo

MARC

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245 1 0 |a Multicriteria Optimization  |h [electronic resource] /  |c by Matthias Ehrgott. 
250 |a 2nd ed. 2005. 
264 1 |a Berlin, Heidelberg :  |b Springer Berlin Heidelberg :  |b Imprint: Springer,  |c 2005. 
300 |a XIII, 323 p.  |b online resource. 
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505 0 |a 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. 
520 |a 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. 
650 0 |a Operations research. 
650 0 |a Mathematical optimization. 
650 0 |a Industrial engineering. 
650 0 |a Production engineering. 
650 1 4 |a Operations Research and Decision Theory. 
650 2 4 |a Optimization. 
650 2 4 |a Industrial and Production Engineering. 
710 2 |a SpringerLink (Online service) 
773 0 |t Springer Nature eBook 
776 0 8 |i Printed edition:  |z 9783540801467 
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950 |a Business and Economics (SpringerNature-11643) 
950 |a Business and Management (R0) (SpringerNature-43719) 

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