國立虎尾科技大學 |

The Quadratic Unconstrained Binary Optimization Problem = Theory, Algorithms, and Applications /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	The Quadratic Unconstrained Binary Optimization Problem/ edited by Abraham P. Punnen.
其他題名:	Theory, Algorithms, and Applications /
其他作者:	Punnen, Abraham P.
面頁冊數:	XIII, 319 p. 17 illus., 4 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Quantum Computing. -
電子資源:	https://doi.org/10.1007/978-3-031-04520-2
ISBN:	9783031045202

The Quadratic Unconstrained Binary Optimization Problem = Theory, Algorithms, and Applications /
The Quadratic Unconstrained Binary Optimization ProblemTheory, Algorithms, and Applications /[electronic resource] :edited by Abraham P. Punnen. - 1st ed. 2022. - XIII, 319 p. 17 illus., 4 illus. in color.online resource.

Introduction to QUBO -- Applications and Computational Advances for Solving the QUBO Model -- Complexity and Polynomially Solvable Special Cases of QUBO -- The Boolean Quadric Polytope -- Autarkies and Persistencies for QUBO -- Mathematical Programming Models and Exact Algorithms -- The Random QUBO -- Fast Heuristics and Approximation Algorithms -- Metaheuristic Algorithms -- The Bipartite QUBO -- QUBO Software.

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.

ISBN: 9783031045202

Standard No.: 10.1007/978-3-031-04520-2doiSubjects--Topical Terms:

883739
Quantum Computing.

LC Class. No.: T57.6-.97

Dewey Class. No.: 658.403

The Quadratic Unconstrained Binary Optimization Problem = Theory, Algorithms, and Applications /
LDR:03125nam a22004215i 4500 001 1088445
003 DE-He213
005 20220712150122.0
007 cr nn 008mamaa
008 221228s2022 sz | s |||| 0|eng d
020 $a 9783031045202 $9 978-3-031-04520-2
024 7 $a 10.1007/978-3-031-04520-2 $2 doi
035 $a 978-3-031-04520-2
050 4 $a T57.6-.97
072 7 $a KJT $2 bicssc
072 7 $a KJMD $2 bicssc
072 7 $a BUS049000 $2 bisacsh
072 7 $a KJT $2 thema
072 7 $a KJMD $2 thema
082 0 4 $a 658.403 $2 23
245 1 4 $a The Quadratic Unconstrained Binary Optimization Problem $h [electronic resource] : $b Theory, Algorithms, and Applications / $c edited by Abraham P. Punnen.
250 $a 1st ed. 2022.
264 1 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2022.
300 $a XIII, 319 p. 17 illus., 4 illus. in color. $b online resource.
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
347 $a text file $b PDF $2 rda
505 0 $a Introduction to QUBO -- Applications and Computational Advances for Solving the QUBO Model -- Complexity and Polynomially Solvable Special Cases of QUBO -- The Boolean Quadric Polytope -- Autarkies and Persistencies for QUBO -- Mathematical Programming Models and Exact Algorithms -- The Random QUBO -- Fast Heuristics and Approximation Algorithms -- Metaheuristic Algorithms -- The Bipartite QUBO -- QUBO Software.
520 $a 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.
650 2 4 $a Quantum Computing. $3 883739
650 2 4 $a Operations Research, Management Science . $3 1366052
650 2 4 $a Discrete Optimization. $3 1019327
650 1 4 $a Operations Research and Decision Theory. $3 1366301
650 0 $a Quantum computers. $3 564139
650 0 $a Algorithms. $3 527865
650 0 $a Management science. $3 719678
650 0 $a Mathematical optimization. $3 527675
650 0 $a Operations research. $3 573517
700 1 $a Punnen, Abraham P. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 894428
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9783031045196
776 0 8 $i Printed edition: $z 9783031045219
776 0 8 $i Printed edition: $z 9783031045226
856 4 0 $u https://doi.org/10.1007/978-3-031-04520-2
912 $a ZDB-2-BUM
912 $a ZDB-2-SXBM
950 $a Business and Management (SpringerNature-41169)
950 $a Business and Management (R0) (SpringerNature-43719)