Genetic algorithms based optimal PID controller

Genetic Algorithms (GAs) are innovative search algorithms which imitate the principles of natural evolution as a method to solve parameter optimization problems. The purpose of this project is to investigate and design an optimal PID controller based on the Genetic Algorithms which are used to perfo...

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Bibliographic Details
Main Author: Lye, Chon Seng.
Other Authors: Chin, Teck Chai
Format: Theses and Dissertations
Language:English
Published: 2009
Subjects:
Online Access:http://hdl.handle.net/10356/19745
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Institution: Nanyang Technological University
Language: English
Description
Summary:Genetic Algorithms (GAs) are innovative search algorithms which imitate the principles of natural evolution as a method to solve parameter optimization problems. The purpose of this project is to investigate and design an optimal PID controller based on the Genetic Algorithms which are used to perform the fine tuning of the PID control parameter settings.