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An Introduction to Robust Combinatorial Optimization: Concepts, Models and Algorithms for Decision Making under Uncertainty (International Series in Operations Research & Management Science) - Softcover

Goerigk, Marc; Hartisch, Michael

 
9783031612633: An Introduction to Robust Combinatorial Optimization: Concepts, Models and Algorithms for Decision Making under Uncertainty (International Series in Operations Research & Management Science)
Softcover
ISBN 10: 3031612639 ISBN 13: 9783031612633
Verlag: Springer, 2025

Inhaltsangabe

This book offers a self-contained introduction to the world of robust combinatorial optimization. It explores decision-making using the min-max and min-max regret criteria, while also delving into the two-stage and recoverable robust optimization paradigms. It begins by introducing readers to general results for interval, discrete, and budgeted uncertainty sets, and subsequently provides a comprehensive examination of specific combinatorial problems, including the selection, shortest path, spanning tree, assignment, knapsack, and traveling salesperson problems.

The book equips both students and newcomers to the field with a grasp of the fundamental questions and ongoing advancements in robust optimization. Based on the authors’ years of teaching and refining numerous courses, it not only offers essential tools but also highlights the open questions that define this subject area.

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Verlag
Springer
Erscheinungsdatum
2025
Sprache
Englisch
ISBN 10 
3031612639
ISBN 13 
9783031612633
Einband
Tapa blanda
Anzahl der Seiten
320
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
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