Paradigms of Combinatorial Optimization

Paradigms of Combinatorial Optimization

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Combinatorial optimization is a multidisciplinary scientific area, lying in the interface of three major scientific domains: mathematics, theoretical computer science and management. The three volumes of the Combinatorial Optimization series aim to cover a wide range of topics in this area. These topics also deal with fundamental notions and approaches as with several classical applications of combinatorial optimization. Concepts of Combinatorial Optimization, is divided into three parts: - On the complexity of combinatorial optimization problems, presenting basics about worst-case and randomized complexity; - Classical solution methods, presenting the two most-known methods for solving hard combinatorial optimization problems, that are Branch-and-Bound and Dynamic Programming; - Elements from mathematical programming, presenting fundamentals from mathematical programming based methods that are in the heart of Operations Research since the origins of this field.[KLE 02]KLEINBERG J., TARDOS E., a€œApproximation algorithms for classification problems with pairwise relationships: Metric labelling and Markov ... [KRE 89] KRENTEL M., a€œStructure inlocally optimal solutionsa€, Proceedingsof the Symposium on Foundations ofComputer Science, p. ... [LIN 73] LIN S., KERNIGHAN B., a€œAn effective heuristic for the traveling salesman problema€, Operations Research, vol.

Title:Paradigms of Combinatorial Optimization
Author:Vangelis Th. Paschos
Publisher:John Wiley & Sons - 2014-08-08


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