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Optimal Multi-Objective Control Method for Discrete Genetic Regulatory Networks

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3 Author(s)
Abul, O. ; Dept. of Cancer Res. & Molecular Medicine, Norwegian Univ. of Sci. & Technol., Trondheim ; Alhajj, R. ; Polat, F.

In this paper, we study the control problem and note that it is multi-objective by nature, and thus we develop an optimal multi-objective approach. Our approach includes formalizing components and identifying dimensions, resulting in few cases for concrete problem formulation. For a selected case, namely the finite control case, a single-objective from the literature and our multi-objective solutions are presented. It is demonstrated that the multi-objective solution avoids drawbacks of the single-objective solution, particularly the need for defining single objective out of many

Published in:

BioInformatics and BioEngineering, 2006. BIBE 2006. Sixth IEEE Symposium on

Date of Conference:

16-18 Oct. 2006