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The basics of practical optimization /

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Optimization is presented in most multivariable calculus courses as an application of the gradient, and while this treatment makes sense for a calculus course, there is much more to the theory of optimization. Optimization problems are generated constantly, and the theory of optimization has grown a...

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Bibliographic Details
Main Author: Levy, Adam B. (Author)
Format: Book
Language:English
Published: Philadelphia : Society for Industrial and Applied Mathematics, [2023].
Edition:Second edition.
Subjects:
Mathematical optimization.
Table of Contents:
  • Modeling
  • Impractical optimization
  • Newton's optimization method
  • Quasi-Newton methods
  • Method ranking
  • Constraints
  • Direct search methods
  • Random search methods
  • Linear programming
  • Integer programming
  • Dynamic programming
  • Projects.