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CRC Press Optimization: Algorithms and Applications Book

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Description

Learn to choose the correct solution method for your optimization problems with Optimization: Algorithms and Applications by CRC Press. This text focuses on practical concepts rather than heavy mathematical proofs, making it an accessible resource for understanding various solution techniques. The book covers a wide range of methods, including both gradient and stochastic techniques. You will find detailed discussions on unconstrained and constrained optimization problems, providing the tools needed to navigate complex computational challenges. This resource is designed to help readers master essential algorithms used in modern computing and programming environments.

Key Features

Optimization: Algorithms and Applications by CRC Press provides various solution techniques for optimization problems.

The text focuses on practical concepts instead of rigorous mathematical details and proofs for easier understanding.

Coverage includes both gradient and stochastic methods for solving unconstrained and constrained optimization problems.

Learn specific techniques such as the conjugate gradient method and the Broyden-Fletcher-Goldfarb-Shanno algorithm.

Study the Powell method, penalty function, and augmented Lagrange multiplier method within this comprehensive guide.

The book discusses sequential quadratic programming and the method of feasible directions for diverse applications.

Product Specifications

Format
hardcover
Domain
Amazon UK
Release Date
06 May 2015
Listed Since
07 November 2014

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