OPTIMAL PATTERN MINING USING DIFFERENTIAL EVOLUTION ALGORITHM
Priyanka Gupta
Department of CSE & IT, Madhav Institute of Technology & Science, Gwalior, M.P, India , IN
Akhilesh Tiwari
Department of CSE & IT, Madhav Institute of Technology & Science, Gwalior, M.P, India , IN
Keywords: DataMining, Optimal pattern mining, Differential Evolution algorithm, Apriori algorithm
Abstract
At present time, data are rapidly grown day by day. There is an urgent need of storage of data in data warehouse in an efficient manner. But sometime, there are some patterns which are not optimal but store as frequent patterns. These patterns are not useful most of the time so there is need to get optimal pattern from frequent patterns. Now, this is the big challenge for researcher to find
most optimal patterns. For working on this issue apply differential evolution optimization technique to get optimal pattern out of generated frequent patterns from apriori algorithm. Experimental results shows that apriori with DE algorithm gives most optimal patterns in reduced time rather than Genetic Approach.
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