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Introduction to Nature-Inspired Optimization brings together many
of the innovative mathematical methods for non-linear optimization
that have their origins in the way various species behave in order
to optimize their chances of survival. The book describes each
method, examines their strengths and weaknesses, and where
appropriate, provides the MATLAB code to give practical insight
into the detailed structure of these methods and how they work.
Nature-inspired algorithms emulate processes that are found in the
natural world, spurring interest for optimization. Lindfield/Penny
provide concise coverage to all the major algorithms, including
genetic algorithms, artificial bee colony algorithms, ant colony
optimization and the cuckoo search algorithm, among others. This
book provides a quick reference to practicing engineers,
researchers and graduate students who work in the field of
optimization.
The fourth edition of Numerical Methods Using MATLAB (R) provides a
clear and rigorous introduction to a wide range of numerical
methods that have practical applications. The authors' approach is
to integrate MATLAB (R) with numerical analysis in a way which adds
clarity to the numerical analysis and develops familiarity with
MATLAB (R). MATLAB (R) graphics and numerical output are used
extensively to clarify complex problems and give a deeper
understanding of their nature. The text provides an extensive
reference providing numerous useful and important numerical
algorithms that are implemented in MATLAB (R) to help researchers
analyze a particular outcome. By using MATLAB (R) it is possible
for the readers to tackle some large and difficult problems and
deepen and consolidate their understanding of problem solving using
numerical methods. Many worked examples are given together with
exercises and solutions to illustrate how numerical methods can be
used to study problems that have applications in the biosciences,
chaos, optimization and many other fields. The text will be a
valuable aid to people working in a wide range of fields, such as
engineering, science and economics.
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