Chemical Optimization Algorithm for Fuzzy Controller Design

• Main Authors: Astudillo, Leslie (Author), Melin, Patricia (Author), Castillo, Oscar (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2014.
• Series: SpringerBriefs in Applied Sciences and Technology,
• Subjects: Engineering.; Chemistry, Physical and theoretical.; Artificial intelligence.; Computational intelligence.; Control engineering.; Robotics.; Automation.; Computational Intelligence.; Control.; Theoretical and Computational Chemistry.; Robotics and Automation.; Artificial Intelligence (incl. Robotics).

In this book, a novel optimization method inspired by a paradigm from nature is introduced. The chemical reactions are used as a paradigm to propose an optimization method that simulates these natural processes. The proposed algorithm is described in detail and then a set of typical complex benchmar...

Table of Contents:

• Introduction
• Theory and Background
• Chemical Definitions
• The Proposed Chemical Reaction Algorithm
• Application Problems
• Simulation Results
• Conclusions.