An Introduction to Robust Combinatorial Optimization
Author | : Marc Goerigk |
Publisher | : Springer Nature |
Total Pages | : 316 |
Release | : |
ISBN-10 | : 9783031612619 |
ISBN-13 | : 3031612612 |
Rating | : 4/5 (19 Downloads) |
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Author | : Marc Goerigk |
Publisher | : Springer Nature |
Total Pages | : 316 |
Release | : |
ISBN-10 | : 9783031612619 |
ISBN-13 | : 3031612612 |
Rating | : 4/5 (19 Downloads) |
Author | : Alberto Del Pia |
Publisher | : Springer Nature |
Total Pages | : 494 |
Release | : 2023-05-21 |
ISBN-10 | : 9783031327261 |
ISBN-13 | : 3031327268 |
Rating | : 4/5 (61 Downloads) |
This book constitutes the refereed proceedings of the 24th International Conference on Integer Programming and Combinatorial Optimization, IPCO 2023, held in Madison, WI, USA, during June 21–23, 2023. The 33 full papers presented were carefully reviewed and selected from 119 submissions. IPCO is under the auspices of the Mathematical Optimization Society, and it is an important forum for presenting present recent developments in theory, computation, and applications. The scope of IPCO is viewed in a broad sense, to include algorithmic and structural results in integer programming and combinatorial optimization as well as revealing computational studies and novel applications of discrete optimization to practical problems.
Author | : Matteo Fischetti |
Publisher | : Springer |
Total Pages | : 509 |
Release | : 2007-06-26 |
ISBN-10 | : 9783540727927 |
ISBN-13 | : 3540727922 |
Rating | : 4/5 (27 Downloads) |
This book constitutes the refereed proceedings of the 12th International Conference on Integer Programming and Combinatorial Optimization, IPCO 2007, held in Ithaca, NY, USA, in June 2007. Among the topics addressed in the 36 revised full papers are approximation algorithms, algorithmic game theory, computational biology, integer programming, polyhedral combinatorics, scheduling theory and scheduling algorithms, as well as semidefinite programs.
Author | : Emile H. L. Aarts |
Publisher | : Princeton University Press |
Total Pages | : 530 |
Release | : 2003-08-03 |
ISBN-10 | : 0691115222 |
ISBN-13 | : 9780691115221 |
Rating | : 4/5 (22 Downloads) |
1. Introduction -- 2. Computational complexity -- 3. Local improvement on discrete structures -- 4. Simulated annealing -- 5. Tabu search -- 6. Genetic algorithms -- 7. Artificial neural networks -- 8. The traveling salesman problem: A case study -- 9. Vehicle routing: Modern heuristics -- 10. Vehicle routing: Handling edge exchanges -- 11. Machine scheduling -- 12. VLSI layout synthesis -- 13. Code design.
Author | : Raffaele Cerulli |
Publisher | : Springer |
Total Pages | : 470 |
Release | : 2016-09-09 |
ISBN-10 | : 9783319455877 |
ISBN-13 | : 3319455877 |
Rating | : 4/5 (77 Downloads) |
This book constitutes the thoroughly refereed post-conference proceedings of the 4th International Symposium on Combinatorial Optimization, ISCO 2016, held in Vietri sul Mare, Italy, in May 2016. The 38 revised full papers presented in this book were carefully reviewed and selected from 98 submissions. They present original research on all aspects of combinatorial optimization, such as algorithms and complexity; mathematical programming; operations research; stochastic optimization; and graphs and combinatorics.
Author | : Dennis Huisman |
Publisher | : Springer |
Total Pages | : 481 |
Release | : 2014-07-10 |
ISBN-10 | : 9783319070018 |
ISBN-13 | : 3319070010 |
Rating | : 4/5 (18 Downloads) |
This book contains a selection of refereed papers presented at the “International Conference on Operations Research (OR 2013)” which took place at Erasmus University Rotterdam September 3-6, 2013. The conference was jointly organized by the German and the Dutch OR Society. More than 800 scientists and students from over 50 countries attended OR 2013 and presented more than 600 papers in parallel topical streams, as well as special award sessions. The theme of the conference and its proceedings is "Impact on People, Business and Society".
Author | : Pierre Fouilhoux |
Publisher | : Springer |
Total Pages | : 462 |
Release | : 2014-07-21 |
ISBN-10 | : 9783319091747 |
ISBN-13 | : 3319091743 |
Rating | : 4/5 (47 Downloads) |
This book constitutes the thoroughly refereed post-conference proceedings of the Third International Symposium on Combinatorial Optimization, ISCO 2014, held in Lisbon, Portugal, in March 2014. The 37 revised full papers presented together with 64 short papers were carefully reviewed and selected from 97 submissions. They present original research on all aspects of combinatorial optimization, such as algorithms and complexity; mathematical programming; operations research; stochastic optimization; graphs and combinatorics.
Author | : Panos Kouvelis |
Publisher | : Springer Science & Business Media |
Total Pages | : 373 |
Release | : 2013-03-09 |
ISBN-10 | : 9781475726206 |
ISBN-13 | : 1475726201 |
Rating | : 4/5 (06 Downloads) |
This book deals with decision making in environments of significant data un certainty, with particular emphasis on operations and production management applications. For such environments, we suggest the use of the robustness ap proach to decision making, which assumes inadequate knowledge of the decision maker about the random state of nature and develops a decision that hedges against the worst contingency that may arise. The main motivating factors for a decision maker to use the robustness approach are: • It does not ignore uncertainty and takes a proactive step in response to the fact that forecasted values of uncertain parameters will not occur in most environments; • It applies to decisions of unique, non-repetitive nature, which are common in many fast and dynamically changing environments; • It accounts for the risk averse nature of decision makers; and • It recognizes that even though decision environments are fraught with data uncertainties, decisions are evaluated ex post with the realized data. For all of the above reasons, robust decisions are dear to the heart of opera tional decision makers. This book takes a giant first step in presenting decision support tools and solution methods for generating robust decisions in a variety of interesting application environments. Robust Discrete Optimization is a comprehensive mathematical programming framework for robust decision making.
Author | : Aharon Ben-Tal |
Publisher | : Princeton University Press |
Total Pages | : 565 |
Release | : 2009-08-10 |
ISBN-10 | : 9781400831050 |
ISBN-13 | : 1400831059 |
Rating | : 4/5 (50 Downloads) |
Robust optimization is still a relatively new approach to optimization problems affected by uncertainty, but it has already proved so useful in real applications that it is difficult to tackle such problems today without considering this powerful methodology. Written by the principal developers of robust optimization, and describing the main achievements of a decade of research, this is the first book to provide a comprehensive and up-to-date account of the subject. Robust optimization is designed to meet some major challenges associated with uncertainty-affected optimization problems: to operate under lack of full information on the nature of uncertainty; to model the problem in a form that can be solved efficiently; and to provide guarantees about the performance of the solution. The book starts with a relatively simple treatment of uncertain linear programming, proceeding with a deep analysis of the interconnections between the construction of appropriate uncertainty sets and the classical chance constraints (probabilistic) approach. It then develops the robust optimization theory for uncertain conic quadratic and semidefinite optimization problems and dynamic (multistage) problems. The theory is supported by numerous examples and computational illustrations. An essential book for anyone working on optimization and decision making under uncertainty, Robust Optimization also makes an ideal graduate textbook on the subject.
Author | : Jon Lee |
Publisher | : Cambridge University Press |
Total Pages | : 232 |
Release | : 2004-02-09 |
ISBN-10 | : 0521010128 |
ISBN-13 | : 9780521010122 |
Rating | : 4/5 (28 Downloads) |
A First Course in Combinatorial Optimization is a text for a one-semester introductory graduate-level course for students of operations research, mathematics, and computer science. It is a self-contained treatment of the subject, requiring only some mathematical maturity. Topics include: linear and integer programming, polytopes, matroids and matroid optimization, shortest paths, and network flows. Central to the exposition is the polyhedral viewpoint, which is the key principle underlying the successful integer-programming approach to combinatorial-optimization problems. Another key unifying topic is matroids. The author does not dwell on data structures and implementation details, preferring to focus on the key mathematical ideas that lead to useful models and algorithms. Problems and exercises are included throughout as well as references for further study.