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In this paper, we propose a new method for the inference of S-system models of large-scale genetic networks. This method employs a technique to decompose the genetic network inference problem into several subproblems, and then applies a genetic local search to each of the subproblems. A local search method utilizing the feature of the S-system model is used as one of the search operators in this genetic local search. Finally, the effectiveness of the proposed method is verified through a genetic network inference problem.
Published in:
Evolutionary Computation, 2003. CEC '03. The 2003 Congress on
(Volume:1
)
Date of Conference: 8-12 Dec. 2003
- Page(s):
- 631 - 638 Vol.1
- Print ISBN:
- 0-7803-7804-0
- INSPEC Accession Number:
- 8008678
- Digital Object Identifier :
- 10.1109/CEC.2003.1299635
- Product Type:
- Conference Publications
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