The Quadratic Unconstrained Binary Optimization Problem: Theory, Algorithms, and Applications - Couverture rigide

 
9783031045196: The Quadratic Unconstrained Binary Optimization Problem: Theory, Algorithms, and Applications
Couverture rigide
ISBN 10 : 303104519X ISBN 13 : 9783031045196
Editeur : Springer International Publishing AG, 2022

Synopsis

The quadratic binary optimization problem (QUBO) is a versatile combinatorial optimization model with a variety of applications and rich theoretical properties. Application areas of the model include finance, cluster analysis, traffic management, machine scheduling, VLSI physical design, physics, quantum computing, engineering, and medicine. In addition, various mathematical optimization models can be reformulated as a QUBO, including the resource constrained assignment problem, set partitioning problem, maximum cut problem, quadratic assignment problem, the bipartite unconstrained binary optimization problem, among others.

This book presents a systematic development of theory, algorithms, and applications of QUBO. It offers a comprehensive treatment of QUBO from various viewpoints, including a historical introduction along with an in-depth discussion of applications modelling, complexity and polynomially solvable special cases, exact and heuristic algorithms, analysis of approximation algorithms, metaheuristics, polyhedral structure, probabilistic analysis, persistencies, and related topics. Available software for solving QUBO is also introduced, including public domain, commercial, as well as quantum computing based codes.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l?auteur

Abraham P. Punnen is a professor in the department of Mathematics at Simon Fraser University, Burnaby, Canada. His primary research interest is in combinatorial optimization and published extensively in this area. He, jointly with G. Gutin, edited the popular book "The Traveling Salesman Problem and Its Variations" (Springer, 2007).

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Springer International Publishing AG
Date d'édition
2022
Langue
anglais
ISBN 10 
303104519X
ISBN 13 
9783031045196
Reliure
Relié
Nombre de pages
332
Éditeur
Punnen Abraham P.
Coordonnées du fabricant
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Heidelberg
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Allemagne

Autres éditions populaires du même titre

9783031045226: The Quadratic Unconstrained Binary Optimization Problem: Theory, Algorithms, and Applications

Edition présentée

ISBN 10 :  303104522X ISBN 13 :  9783031045226
Editeur : Springer, 2023
Couverture souple