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MATLAB Optimization Techniques (Paperback, 1st ed.)
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MATLAB Optimization Techniques (Paperback, 1st ed.)
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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.
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