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Nonlinear Optimization: Methods and Applications
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Catalogue Information
Field name
Details
Dewey Class
519.6
Title
Nonlinear Optimization ([EBook]) : Methods and Applications / by H. A. Eiselt, Carl-Louis Sandblom.
Author
Eiselt, Horst A. , 1950-
Added Personal Name
Sandblom, Carl-Louis
Other name(s)
SpringerLink (Online service)
Edition statement
1st ed. 2019.
Publication
Cham : Springer International Publishing , 2019.
Physical Details
XII, 366 pages : 99 illus., 20 illus. in color. : online resource.
Series
International Series in Operations Research & Management Science
; 282
ISBN
9783030194628
Summary Note
This book provides a comprehensive introduction to nonlinear programming, featuring a broad range of applications and solution methods in the field of continuous optimization. It begins with a summary of classical results on unconstrained optimization, followed by a wealth of applications from a diverse mix of fields, e.g. location analysis, traffic planning, and water quality management, to name but a few. In turn, the book presents a formal description of optimality conditions, followed by an in-depth discussion of the main solution techniques. Each method is formally described, and then fully solved using a numerical example.:
Contents note
Introduction -- Unconstrained Optimization -- Applications of Nonlinear Programming -- Optimality Conditions and Duality Theory -- General Solution Methods for Constrained Optimization -- Methods for Linearly Constrained Problems -- Methods for Nonlinearly Constrained Problems -- Geometric Programming.
System details note
Online access to this digital book is restricted to subscription institutions through IP address (only for SISSA internal users).
Internet Site
https://doi.org/10.1007/978-3-030-19462-8
Links to Related Works
Subject References:
Continuous Optimization
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Decision making
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Engineering economics
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Engineering economy
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Management science
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Mathematical optimization
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Operations research
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Operations Research/Decision Theory
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Authors:
author
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Eiselt, Horst A. 1950-
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Sandblom, Carl-Louis
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Corporate Authors:
SpringerLink (Online service)
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Series:
International Series in Operations Research & Management Science
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Classification:
519.6
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519.6 (DDC 23)
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