- author = "Cheng-Han Lin",
- title = "Application of Genetic Programming to Fuzzy Modeling and the Schedule of Direct Load Control",
- school = "Electrical Engineering, National Taipei University of Technology",
- year = "2007",
- type = "master's degree",
- address = "Taiwan",
- keywords = "genetic algorithms, genetic programming, Fuzzy Neural Network,Fuzzy Modeling, Direct Load Control",
-
URL = "
http://hdl.handle.net/11296/72juw6",
-
URL = "http://itlab.ee.ntut.edu.tw/web_2011/papers/PAPER44.HTM",
-
URL = "http://ndltd.ncl.edu.tw/cgi-bin/gs32/gsweb.cgi/login?o=dnclcdr&s=id=%22095TIT05442060%22.&searchmode=basic",
-
abstract = "Based on a good searching ability of structure,
Genetic Programming is designed to search the
structural solution and to use crossover mechanism of
tree structure to get the better structure. In this
thesis, we will use the performance of Genetic
Programming to solve two optimal
questions.
(1).Application of Genetic Programming to fuzzy modeling: This study is concerned with a general methodology of identification of fuzzy models. Unlike other numeric models, fuzzy models operate at a level of information granules (fuzzy sets), and this aspect brings up an important requirement of design on about the transparency of the model.
(2).Application of Genetic Programming to the schedule of direct load control: Based on the searching ability of Genetic Programming, we can find an optimal control strategy to reduce the peak load.",
