Maurice Tutor

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    Argosy University/ Phoniex University/
    Nov-2005 - Oct-2011

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    Phoniex University
    Oct-2001 - Nov-2016

Category > Computer Science Posted 27 Aug 2017 My Price 9.00

Diverse Subset

A store trying to analyze the behavior of its customers will often maintain a two-dimensional array

A, where the rows correspond to its customers and the columns correspond to the products it sells. The entry A[i, j] specifies the quantity of product j that has been purchased by customer i. Here’s a tiny example of such an array A.

One thing that a store might want to do with this data is the following. Let us say that a subset S of the customers is diverse if no two of the of the customers in S have ever bought the same product (i.e., for each product, at most one of the customers in S has ever bought it). A diverse set of customers can be useful, for example, as a target pool for market research.

We can now define the Diverse Subset Problem as follows: Given an m × n array A as defined above, and a number k ≤ m, is there a subset of at least k of customers that is diverse? Show that Diverse Subset is NP-complete.

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Status NEW Posted 27 Aug 2017 02:08 PM My Price 9.00

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