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Dynamic Programming Multi-Objective Combinatorial Optimization

Name: Dynamic Programming Multi-Objective Combinatorial Optimization
Brand: Springer Nature Switzerland AG
SKU: 38603620
Price: 164.78 EUR
Availability: InStock
Author: Michal Mankowski
ISBN: 9783030639228

Michal Mankowski

Mikhail Moshkov

Language

English

Book Paperback

Libristo code: 38603620

Publishers Springer Nature Switzerland AG, February 2022

This book introduces a fairly universal approach to the design and analysis of exact optimization al... Full description

Libristo code: 38603620

398 b

164.78 €

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This book introduces a fairly universal approach to the design and analysis of exact optimization algorithms for multi-objective combinatorial optimization problems. It proposes the circuits without repetitions representing the sets of feasible solutions along with the increasing and strictly increasing cost functions as a model for such problems. The book designs the algorithms for multi-stage and bi-criteria optimization and for counting the solutions in the framework of this model.As applications, this book studies eleven known combinatorial optimization problems: matrix chain multiplication, global sequence alignment, optimal paths in directed graphs, binary search trees, convex polygon triangulation, line breaking (text justification), one-dimensional clustering, optimal bitonic tour, segmented least squares, optimization of matchings in trees, and 0/1 knapsack problem.The results presented are useful for researchers in combinatorial optimization. This book is also useful as the basis for graduate courses.