Scheduling of Direct Load Control Using Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.8129

@Article{Yao:2011:IJICIC,

• author = "Leehter Yao and Yin-Chieh Chou and Chin-Chin Lin",
• title = "Scheduling of Direct Load Control Using Genetic Programming",
• journal = "International Journal of Innovative Computing, Information and Control (IJICIC)",
• year = "2011",
• volume = "7",
• number = "5A",
• pages = "2515",
• month = may,
• keywords = "genetic algorithms, genetic programming, direct load control, optimisation, scheduling",
• ISSN = "1349-418X",
• annote = "The Pennsylvania State University CiteSeerX Archives",
• bibsource = "OAI-PMH server at citeseerx.ist.psu.edu",
• language = "en",
• oai = "oai:CiteSeerX.psu:10.1.1.471.5528",
• rights = "Metadata may be used without restrictions as long as the oai identifier remains attached to it.",
• URL = "http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.471.5528",
• URL = "http://www.ijicic.org/ijicic-10-01110.pdf",
• size = "14 pages",
• abstract = "A modified Genetic Programming (GP) called block deepening GP (BDGP) is proposed in this paper to optimise the scheduling of direct load control (DLC). A search scheme similar to the breadth first search approach in artificial intelligence is adopted in the BDGP to search for the optimal scheduling arrangements. BDGP is composed of a master GP and a slave GP. As the master GP evaluates the status combination of all load groups at every time step, it calls upon the slave GP to simultaneously look ahead an additional D steps to evaluate the best possible load difference that could result. The best status combinations in the following D steps associated with the status combination under evaluation are determined globally in the following D-step block. Since the proposed BDGP optimises the scheduling for DLC aiming to minimise the load difference in the next time step and the following D time steps, the scheduling results obtained by BDGP are closer to the globally optimal solution.",

}

Genetic Programming entries for Leehter Yao Yin-Chieh Chou Chin-chin Lin

Citations