Optimal multi-objective control method for discrete genetic regulatory networks

Abul O., Alhajj R., POLAT F.

6th IEEE Syposium on BioInformatics and BioEngineering (BIBE 2006), Virginia, United States Of America, 16 - 18 October 2006, pp.281-282 identifier identifier

  • Publication Type: Conference Paper / Full Text
  • Doi Number: 10.1109/bibe.2006.253345
  • City: Virginia
  • Country: United States Of America
  • Page Numbers: pp.281-282


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