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Dynamic Programming Multi-Objective Combinatorial Optimization

Language EnglishEnglish
Book Paperback
Book Dynamic Programming Multi-Objective Combinatorial Optimization Michal Mankowski
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
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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.

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About the book

Full name Dynamic Programming Multi-Objective Combinatorial Optimization
Language English
Binding Book - Paperback
Date of issue 2022
Number of pages 214
EAN 9783030639228
Libristo code 38603620
Weight 355
Dimensions 155 x 235 x 13
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