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Author | : Michael Jünger |
Publisher | : Springer Science & Business Media |
Total Pages | : 317 |
Release | : 2001-11-21 |
Genre | : Mathematics |
ISBN | : 3540428771 |
Download Computational Combinatorial Optimization Book in PDF, ePub and Kindle
This tutorial contains written versions of seven lectures on Computational Combinatorial Optimization given by leading members of the optimization community. The lectures introduce modern combinatorial optimization techniques, with an emphasis on branch and cut algorithms and Lagrangian relaxation approaches. Polyhedral combinatorics as the mathematical backbone of successful algorithms are covered from many perspectives, in particular, polyhedral projection and lifting techniques and the importance of modeling are extensively discussed. Applications to prominent combinatorial optimization problems, e.g., in production and transport planning, are treated in many places; in particular, the book contains a state-of-the-art account of the most successful techniques for solving the traveling salesman problem to optimality.
Author | : Frank Neumann |
Publisher | : Springer Science & Business Media |
Total Pages | : 215 |
Release | : 2010-11-04 |
Genre | : Mathematics |
ISBN | : 3642165443 |
Download Bioinspired Computation in Combinatorial Optimization Book in PDF, ePub and Kindle
Bioinspired computation methods such as evolutionary algorithms and ant colony optimization are being applied successfully to complex engineering problems and to problems from combinatorial optimization, and with this comes the requirement to more fully understand the computational complexity of these search heuristics. This is the first textbook covering the most important results achieved in this area. The authors study the computational complexity of bioinspired computation and show how runtime behavior can be analyzed in a rigorous way using some of the best-known combinatorial optimization problems -- minimum spanning trees, shortest paths, maximum matching, covering and scheduling problems. A feature of the book is the separate treatment of single- and multiobjective problems, the latter a domain where the development of the underlying theory seems to be lagging practical successes. This book will be very valuable for teaching courses on bioinspired computation and combinatorial optimization. Researchers will also benefit as the presentation of the theory covers the most important developments in the field over the last 10 years. Finally, with a focus on well-studied combinatorial optimization problems rather than toy problems, the book will also be very valuable for practitioners in this field.
Author | : Michael Jünger |
Publisher | : Springer |
Total Pages | : 310 |
Release | : 2003-06-30 |
Genre | : Mathematics |
ISBN | : 3540455868 |
Download Computational Combinatorial Optimization Book in PDF, ePub and Kindle
This tutorial contains written versions of seven lectures on Computational Combinatorial Optimization given by leading members of the optimization community. The lectures introduce modern combinatorial optimization techniques, with an emphasis on branch and cut algorithms and Lagrangian relaxation approaches. Polyhedral combinatorics as the mathematical backbone of successful algorithms are covered from many perspectives, in particular, polyhedral projection and lifting techniques and the importance of modeling are extensively discussed. Applications to prominent combinatorial optimization problems, e.g., in production and transport planning, are treated in many places; in particular, the book contains a state-of-the-art account of the most successful techniques for solving the traveling salesman problem to optimality.
Author | : Bernhard Korte |
Publisher | : Springer Science & Business Media |
Total Pages | : 596 |
Release | : 2006-01-27 |
Genre | : Mathematics |
ISBN | : 3540292977 |
Download Combinatorial Optimization Book in PDF, ePub and Kindle
This well-written textbook on combinatorial optimization puts special emphasis on theoretical results and algorithms with provably good performance, in contrast to heuristics. The book contains complete (but concise) proofs, as well as many deep results, some of which have not appeared in any previous books.
Author | : Arnaud Liefooghe |
Publisher | : Springer |
Total Pages | : 231 |
Release | : 2019-04-10 |
Genre | : Computers |
ISBN | : 3030167119 |
Download Evolutionary Computation in Combinatorial Optimization Book in PDF, ePub and Kindle
This book constitutes the refereed proceedings of the 19th European Conference on Evolutionary Computation in Combinatorial Optimization, EvoCOP 2019, held as part of Evo* 2019, in Leipzig, Germany, in April 2019, co-located with the Evo* 2019 events EuroGP, EvoMUSART and EvoApplications. The 14 revised full papers presented were carefully reviewed and selected from 37 submissions. The papers cover a wide spectrum of topics, ranging from the foundations of evolutionary computation algorithms and other search heuristics to their accurate design and application to both single- and multi-objective combinatorial optimization problems. Fundamental and methodological aspects deal with runtime analysis, the structural properties of fitness landscapes, the study of metaheuristics core components, the clever design of their search principles, and their careful selection and configuration. Applications cover domains such as scheduling, routing, partitioning and general graph problems.
Author | : Michael Jünger |
Publisher | : Springer Science & Business Media |
Total Pages | : 70 |
Release | : 2001-11-21 |
Genre | : Mathematics |
ISBN | : 9783540428770 |
Download Computational Combinatorial Optimization Book in PDF, ePub and Kindle
This tutorial contains written versions of seven lectures on Computational Combinatorial Optimization given by leading members of the optimization community. The lectures introduce modern combinatorial optimization techniques, with an emphasis on branch and cut algorithms and Lagrangian relaxation approaches. Polyhedral combinatorics as the mathematical backbone of successful algorithms are covered from many perspectives, in particular, polyhedral projection and lifting techniques and the importance of modeling are extensively discussed. Applications to prominent combinatorial optimization problems, e.g., in production and transport planning, are treated in many places; in particular, the book contains a state-of-the-art account of the most successful techniques for solving the traveling salesman problem to optimality.
Author | : Michael Jünger |
Publisher | : Springer |
Total Pages | : 310 |
Release | : 2001-11-21 |
Genre | : Mathematics |
ISBN | : 9783540428770 |
Download Computational Combinatorial Optimization Book in PDF, ePub and Kindle
This tutorial contains written versions of seven lectures on Computational Combinatorial Optimization given by leading members of the optimization community. The lectures introduce modern combinatorial optimization techniques, with an emphasis on branch and cut algorithms and Lagrangian relaxation approaches. Polyhedral combinatorics as the mathematical backbone of successful algorithms are covered from many perspectives, in particular, polyhedral projection and lifting techniques and the importance of modeling are extensively discussed. Applications to prominent combinatorial optimization problems, e.g., in production and transport planning, are treated in many places; in particular, the book contains a state-of-the-art account of the most successful techniques for solving the traveling salesman problem to optimality.
Author | : Godfrey C. Onwubolu |
Publisher | : Springer Science & Business Media |
Total Pages | : 226 |
Release | : 2009-01-13 |
Genre | : Computers |
ISBN | : 3540921508 |
Download Differential Evolution: A Handbook for Global Permutation-Based Combinatorial Optimization Book in PDF, ePub and Kindle
This is the first book devoted entirely to Differential Evolution (DE) for global permutative-based combinatorial optimization. Since its original development, DE has mainly been applied to solving problems characterized by continuous parameters. This means that only a subset of real-world problems could be solved by the original, classical DE algorithm. This book presents in detail the various permutative-based combinatorial DE formulations by their initiators in an easy-to-follow manner, through extensive illustrations and computer code. It is a valuable resource for professionals and students interested in DE in order to have full potentials of DE at their disposal as a proven optimizer. All source programs in C and Mathematica programming languages are downloadable from the website of Springer.
Author | : Christos H. Papadimitriou |
Publisher | : Courier Corporation |
Total Pages | : 528 |
Release | : 2013-04-26 |
Genre | : Mathematics |
ISBN | : 0486320138 |
Download Combinatorial Optimization Book in PDF, ePub and Kindle
This graduate-level text considers the Soviet ellipsoid algorithm for linear programming; efficient algorithms for network flow, matching, spanning trees, and matroids; the theory of NP-complete problems; local search heuristics for NP-complete problems, more. 1982 edition.
Author | : Eugene Lawler |
Publisher | : Courier Corporation |
Total Pages | : 400 |
Release | : 2012-10-16 |
Genre | : Mathematics |
ISBN | : 048614366X |
Download Combinatorial Optimization Book in PDF, ePub and Kindle
Perceptive text examines shortest paths, network flows, bipartite and nonbipartite matching, matroids and the greedy algorithm, matroid intersections, and the matroid parity problems. Suitable for courses in combinatorial computing and concrete computational complexity.