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[优化] MATLAB Optimization Techniques

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发表于 2014-11-24 14:13:13 | 显示全部楼层 |阅读模式
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MATLAB is a high-level language and environment for numerical computation, visualization, and programming. Using MATLAB, you can analyze data, develop algorithms, and create models and applications. The language, tools, and built-in math functions enable you to explore multiple approaches and reach a solution faster than with spreadsheets or traditional programming languages, such as C/C++ or Java.

MATLAB Optimization Techniques introduces you to the MATLAB language with practical hands-on instructions and results, allowing you to quickly achieve your goals. It begins by introducing the MATLAB environment and the structure of MATLAB programming before moving on to the mathematics of optimization. The central part of the book is dedicated to MATLAB’s Optimization Toolbox, which implements state-of-the-art algorithms for solving multiobjective problems, non-linear minimization with boundary conditions and restrictions, minimax optimization, semi-infinitely constrained minimization and linear and quadratic programming. A wide range of exercises and examples are included, illustrating the most widely used optimization methods.

What you'’ll learn
• The MATLAB environment and MATLAB programming.
• How to solve equations and systems of equations with MATLAB.
• The main features of MATLAB’s Optimization Toolbox, which implements state-of-the art algorithms for solving optimization problems.
• How to use MATLAB for multivariate calculus.
• A wide range of optimization techniques, augmented with numerous examples and exercises.

Who this book is for
This book is for anyone who wants to work on optimization problems in a practical, hands-on manner using MATLAB. You’ll already have a core understanding of undergraduate level calculus, and have access to an installed version of MATLAB, but no previous experience of MATLAB is assumed.

Table of Contents
Chapter 1. Introduction to the MATLAB Environment
Chapter 2. Programming with MATLAB Variables, Numbers, Operators, and Functions
Chapter 3. Introducing the MATLAB Optimization Toolbox – Linear and Non-Linear Functions
Chapter 4. Optimized Algorithms for Numerical Calculation Equations
Chapter 5. Optimizations using Symbolic Computation
Chapter 6. Core Optimization Techniques through the MATLAB Optimization Toolbox
Chapter 7. Differentiation in One and Several Variables
Chapter 8. Optimization in Complex Variables
Chapter 9. Optimizing Algebraic Expressions, Polynomials, Equations and Systems

Book Details

QR code for MATLAB Optimization Techniques
Title: MATLAB Optimization Techniques
Author: Cesar Lopez
Length: 292 pages
Edition: 2014
Language: English
Publisher: Apress
Publication Date: 2014-11-01
ISBN-10: 1484202937
ISBN-13: 9781484202937

23号出的,似乎论坛还没,就分享出来了...
链接: http://pan.baidu.com/s/1qW9b2nM 密码: u5a9
发表于 2014-11-24 15:07:16 | 显示全部楼层
谢谢!十分感谢!就是不知道这方面的
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发表于 2014-11-24 15:27:42 | 显示全部楼层
谢谢分享啊,下来看看
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发表于 2014-11-24 17:12:55 | 显示全部楼层
xiexie fenxiang!!!!!!!!!!!!!!1
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发表于 2014-11-24 18:44:34 | 显示全部楼层
谢谢分享,最近在学习MATLAB。
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发表于 2014-11-24 18:58:18 | 显示全部楼层
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发表于 2015-1-12 14:56:33 | 显示全部楼层
好资料,最近在学呢,谢谢
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发表于 2015-5-15 00:28:26 | 显示全部楼层
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发表于 2017-4-9 09:26:06 | 显示全部楼层
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