(DOWNLOAD) "Dynamic Programming Multi-Objective Combinatorial Optimization" by Michal Mankowski & Mikhail Moshkov ~ Book PDF Kindle ePub Free
eBook details
- Title: Dynamic Programming Multi-Objective Combinatorial Optimization
- Author : Michal Mankowski & Mikhail Moshkov
- Release Date : January 08, 2021
- Genre: Engineering,Books,Professional & Technical,Computers & Internet,Programming,
- Pages : * pages
- Size : 12384 KB
Description
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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