Yo582 You are asked to design the given problem using genetic algorithm. Explain your design approach in terms of following: Vague answered will be patialized. Assumptions if any should be stated at the beginning of the answer. [2+1+2=5 Marks] "Registered customers of a retail store has to be segmented into 7 focus groups for targeted marketing. Community detection using traditional clustering mechanism seems to be computationally expensive given the customer's attributes available for analysis include, (AveragePurchaseAmount, AgeGroup, IsProrinCustomer?, AverageNo OfPurchases, IsInterestedInProductTypel?, IsInterested in Product Type2, IsInterestedInProduct Type3?) (a) Design the Problem Solving Agent formulation & fitness function () Describe the Chromose/String representation of a state constituting a parent (c) Detail the approach toward the selection, crossover and mutation steps for this problem. Show these with only one iteration of numerical example