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JOURNALS // Artificial Intelligence and Decision Making // Archive

Artificial Intelligence and Decision Making, 2012 Issue 2, Pages 3–15 (Mi iipr426)

Data mining

Hybrid algorithm of partitioning on the basis of natural mechanisms of decision-making

V. M. Kureichik, B. K. Lebedev, O. B. Lebedev

Southern Federal University, Rostov-on-Don

Abstract: New technologies of the partitioning problem decision using mathematical methods in which principles of natural mechanisms of decision-making are put in pawn are offered. The partitioning problem is represented in the form of adaptive system, on the basis of integration of evolutionary and ant approaches to decision search. It is described structures of procedures of search of decisions, ways of adjournment and evaporation pheromone. In comparison with existing algorithms improvement of results is reached.

Keywords: an ant colony, collective adaptation, self-organizing, partitioning, optimization.



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