Ebook: Nonlinear Optimization : Methods and Applications
Author: H. A. Eiselt Carl-Louis Sandblom
- Tags: Mathematics, Continuous Optimization, Operations Research/Decision Theory, Engineering Economics Organization Logistics Marketing, Operations Research Management Science
- Series: International Series in Operations Research & Management Science 282
- Year: 2019
- Publisher: Springer International Publishing
- Edition: 1st ed. 2019
- Language: English
- pdf
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.
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