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Optimization via relaxation and deco...

Constante-Flores, Gonzalo E.

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Optimization via relaxation and decomposition = applications to large-scale engineering problems /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Optimization via relaxation and decomposition/ by Gonzalo E. Constante-Flores, Antonio J. Conejo.
其他題名:	applications to large-scale engineering problems /
作者:	Constante-Flores, Gonzalo E.
其他作者:	Conejo, Antonio J.
出版者:	Cham :Springer Nature Switzerland : : 2025.,
面頁冊數:	xvii, 262 p. :ill. (some col.), digital ;24 cm.
內容註:	Relaxation and Decomposition -- Simplifying via Reformulation, Approximation, and Relaxation -- Approximating and Relaxing Optimization Problems -- Learning-Assisted Relaxations and Approximations -- Solving Optimization Problems with Complicating Variables -- Solving Optimization Problems via Lagrangian Decomposition -- Relaxations and Decomposition in Power Systems Operations.
Contained By:	Springer Nature eBook
標題:	Mathematical optimization. -
電子資源:	https://doi.org/10.1007/978-3-031-87405-5
ISBN:	9783031874055

Optimization via relaxation and decomposition = applications to large-scale engineering problems /
Constante-Flores, Gonzalo E.

Optimization via relaxation and decompositionapplications to large-scale engineering problems /[electronic resource] :by Gonzalo E. Constante-Flores, Antonio J. Conejo. - Cham :Springer Nature Switzerland :2025. - xvii, 262 p. :ill. (some col.), digital ;24 cm. - International series in operations research & management science,v. 3642214-7934 ;. - International series in operations research & management science ;v. 364..

Relaxation and Decomposition -- Simplifying via Reformulation, Approximation, and Relaxation -- Approximating and Relaxing Optimization Problems -- Learning-Assisted Relaxations and Approximations -- Solving Optimization Problems with Complicating Variables -- Solving Optimization Problems via Lagrangian Decomposition -- Relaxations and Decomposition in Power Systems Operations.

This book offers an up-to-date description of relaxation/approximation and decomposition techniques, demonstrating how their combined use efficiently solves large-scale optimization problems relevant to engineering, particularly in electrical, and industrial engineering, with a focus on energy. Specifically, it presents linear and nonlinear relaxations and approximations that are relevant to optimization problems, introduces complicating constraints and complicating variables decomposition techniques that can take advantage of relaxations and approximations, and examines their applications in the engineering field. Written in an accessible engineering language and filled with numerous illustrative examples and end-of-chapter exercises for all chapters, this book is a valuable resource for advanced undergraduate and graduate students, researchers, and practitioners in power engineering and industrial engineering. Moreover, business students with a keen interest in decision-making problems will also benefit greatly from its practical insights.

ISBN: 9783031874055

Standard No.: 10.1007/978-3-031-87405-5doiSubjects--Topical Terms:

517763
Mathematical optimization.

LC Class. No.: QA402.5

Dewey Class. No.: 519.6

Optimization via relaxation and decomposition = applications to large-scale engineering problems /
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