Nonlinear optimization: methods and applications
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…
Read More ↓Title Statements
- Full title :Nonlinear optimization : methods and applications / H.A. Eiselt, Carl-Louis Sandblom.
Summary
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.
Read More ↓Edition Statements
- Publication Date:2019
Publication Statements
- Publisher(s):Springer
- Place of Publication:Cham, Switzerland
- Language:eng
- Publication Date:2019
The Physical Object
- Description:xii, 366 pages : : illustrations (some color) ; : 25 cm.
Edition Identifiers
- ISBN:3030194612, 9783030194611
- oclc:on1091847564
- LC Classification:T57.8
- Dewey Decimal:519.6
Table of Contents
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.
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