Książka Dynamic Programming Multi-Objective Combinatorial Optimization Michal Mankowski

Dynamic Programming Multi-Objective Combinatorial Optimization

Język: Angielski
Oprawa: Miękka
Dostępność: Dostępna u dostawcy
Wysyłamy za 5-8 dni
676.22
This book introduces a fairly universal approach to the design and analysis of exact optimization al...

Informacje o książce

Język
Angielski
Oprawa
Książka - Miękka
Data wydania
2022
strony
214
EAN
9783030639228
Enbook ID
38603620
Waga
355
Wymiary
155 x 235 x 13

Pełny opis

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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