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A New Meta-heuristic Optimization Algorithm Based on the String Theory Paradigm from Physics (Paperback, 1st ed. 2022)
Loot Price: R1,321
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A New Meta-heuristic Optimization Algorithm Based on the String Theory Paradigm from Physics (Paperback, 1st ed. 2022)
Series: SpringerBriefs in Applied Sciences and Technology
Expected to ship within 12 - 17 working days
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This book focuses on the fields of nature-inspired algorithms,
optimization problems and fuzzy logic. In this book, a new
metaheuristic based on String Theory from Physics is proposed. It
is important to mention that we have proposed the new algorithm to
generate new potential solutions in optimization problems in order
to find new ways that could improve the results in solving these
problems. We are presenting the results for the proposed method in
different cases of study. The first case, is optimization of
traditional benchmark mathematical functions. The second case, is
the optimization of benchmark functions of the CEC 2015 Competition
and we are also presenting results of the CEC 2017 Competition on
Constrained Real-Parameter Optimization that are problems that
contain the presence of constraints that alter the shape of the
search space making them more difficult to solve. Finally, in the
third case, we are presenting the optimization of a fuzzy inference
system, specifically for finding the optimal design of a fuzzy
controller for an autonomous mobile robot. It is important to
mention that in all study cases we are presenting statistical tests
in or-der to validate the performance of proposed method. In
summary, we believe that this book will be of great interest to a
wide audience, ranging from engineering and science graduate
students, to researchers and professors in computational
intelligence, metaheuristics, optimization, robotics and control.
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