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Mention system is for finding most frequent combination of items. Main aim of this system is developing an efficient algorithm for finding frequent patterns. Initially apriori algorithm is applied on the data sets after that optimization method is applied over the rule fetched from apriori association rule mining. This system is useful in marketing and sales. Analyzing the frequently purchase items by the customer is helpful to the marketers. For the purpose of selling the product it isfatcat:qaqgkts27bg6hhti62ce6z4npq