Challenges and open problems in discrete EDAs

“Challenges and open problems in discrete EDAs” by Roberto Santana, P. Larrañaga, and J. A. Lozano, Department of Computer Science and Artificial Intelligence. University of the Basque Country technical report EHU-KZAA-IK-1/07, Oct. 2007.


In this paper, we treat the identification of some of the problems that are relevant for the improvement and development of estimation of distribution algorithms. We present a survey of current challenges where further research must provide answers that extend the potential and applicability of the algorithms. In each case we state the problem and elaborate on the reasons that make it relevant for estimation of distribution algorithms. In some cases current work or possible alternatives for the solution of the problem are discussed.

BibTeX entry:

   author = {Roberto Santana and P. Larra{\~n}aga and J. A. Lozano},
   title = {Challenges and open problems in discrete {EDA}s},
   institution = {Department of Computer Science and Artificial
	Intelligence, University of the Basque Country},
   number = {EHU-KZAA-IK-1/07},
   month = oct,
   year = {2007}

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