A New Meta heuristic Optimization Algorithm Based on the String Theory Paradigm from Physics is popular PDF and ePub book, written by Oscar Castillo in 2021-08-18, it is a fantastic choice for those who relish reading online the Technology & Engineering genre. Let's immerse ourselves in this engaging Technology & Engineering book by exploring the summary and details provided below. Remember, A New Meta heuristic Optimization Algorithm Based on the String Theory Paradigm from Physics can be Read Online from any device for your convenience.
A New Meta heuristic Optimization Algorithm Based on the String Theory Paradigm from Physics Book PDF Summary
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.
Detail Book of A New Meta heuristic Optimization Algorithm Based on the String Theory Paradigm from Physics PDF
- Author : Oscar Castillo
- Release : 18 August 2021
- Publisher : Springer Nature
- ISBN : 9783030822880
- Genre : Technology & Engineering
- Total Page : 76 pages
- Language : English
- PDF File Size : 18,5 Mb
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