A Block Deepening Genetic Programming for Scheduling of Direct Load Control
Created by W.Langdon from
gp-bibliography.bib Revision:1.8028
- @InProceedings{conf/icnsc/YaoHLL07,
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author = "Leehter Yao and Tsong-Hai Hsu and Chin-chin Lin and
Cheng-Han Lin",
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title = "A Block Deepening Genetic Programming for Scheduling
of Direct Load Control",
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booktitle = "IEEE International Conference on Networking, Sensing
and Control, ICNSC 2007",
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year = "2007",
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pages = "821--827",
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address = "London",
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month = "15-17 " # apr,
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publisher = "IEEE",
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keywords = "genetic algorithms, genetic programming, D-steps
block, block deepening genetic programming, direct load
control, modified genetic programming, optimal
scheduling, customer satisfaction, load regulation,
profitability, public utilities, scheduling",
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ISBN = "1-4244-1076-2",
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DOI = "doi:10.1109/ICNSC.2007.372887",
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size = "7 pages",
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abstract = "A modified genetic programming (GP) called block
deepening GP (BDGP) is proposed in this paper to
optimize the scheduling of direct load control (DLC).
The optimal scheduling obtained by BDGP is a both
profit-based and fairness-based DLC scheduling
strategy. The scheduling arranged by the BDGP not only
individually satisfies the load to be shed at every
time step while minimizes utility's revenue loss due to
DLC, but also level off the accumulated shedding time
of each load group, thus avoiding customers' complaints
about fairness of scheduling. BDGP is composed of a
master GP as well as 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
simultaneously looking ahead D more steps to evaluate
the best load difference 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-steps block. Computer
simulations are made to verify the effectiveness and
efficiency of the proposed BDGP.",
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notes = "p821 scheduling of DLC aims at reducing system peak
loads and system operation costs by coordinating DLC
with unit commitment",
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bibdate = "2009-03-30",
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bibsource = "DBLP,
http://dblp.uni-trier.de/db/conf/icnsc/icnsc2007.html#YaoHLL07",
- }
Genetic Programming entries for
Leehter Yao
Tsong-Hai Hsu
Chin-chin Lin
Cheng-Han Lin
Citations