Goerigk M An Introduction to Robust Combinatorial Optimization 2024
General:
Name: Goerigk M An Introduction to Robust Combinatorial Optimization 2024
Format: pdf
Size: 8.96 MB
Book:
Title: An Introduction to Robust Combinatorial Optimization
Author: Marc Goerigk, Michael Hartisch
Language: polski
Year: 2024
Subjects: Science & Technology, Business, Engineering, Engineering – General & Miscellaneous, Mathematics, Business Technology, Research & Development – Operations Research, Mathematical Programming & Operations Research, Operations research
Publisher: Springer-Verlag New York, LLC
ISBN: 9783031612619
Total pages: 316
Description:
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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