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http://dx.doi.org/10.5370/KIEE.2016.65.12.2069

Genetic Programming Based Plant/Controller Simultaneous Optimization Methodology  

Seo, Kisung (Dept. of Electronics Engineering, Seokyeong University)
Publication Information
The Transactions of The Korean Institute of Electrical Engineers / v.65, no.12, 2016 , pp. 2069-2074 More about this Journal
Abstract
This paper presents a methodology based on evolutionary optimization for simultaneously optimizing design parameters of controller and components of plant. Genetic programming(GP) based bond graph model generation is adopted to open-ended search for the plant. Also GP is applied to represent the controller with a unified method. The formulations of simultaneous plant-controller design optimization problem and the description of solution techniques based on bond graph are derived. A feasible solutions for a plant/controller design using the simultaneous optimization methodology is illustrated.
Keywords
Plant/Controller simultaneous optimization; Bond graph; State equation; Genetic programming;
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