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Dynamic Programming Multi-Objective Combinatorial Optimization by Michal Mankowski

Dynamic Programming Multi-Objective Combinatorial Optimization

by Michal Mankowski
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Book cover type: Paperback
  • ISBN13: 9783030639228
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Springer
  • Publisher Imprint: Springer
  • Publication Date:
  • Pages: 214
  • Original Price: EUR 159.99
  • Language: English
  • Edition: 2021
  • Item Weight: 351 grams
  • BISAC Subject(s): Engineering (General), Programming / General, and Artificial Intelligence / General

From the Back Cover
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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