You have to write your answer in the Text-Field given be A computationally hard problem of feature subset selection among input independent variables that might effectively influence a dependent variable in a linear regression fit of the format, YaX1+6X2+ +wXn is well known. There might be interactions among the attributes eg..(Xi and Xj) that might have together contributed more to the Y than individual attributes Xi, Xj. To add the complexity the attributes X's might be either numerical or categorical in nature!!!. [1.5+1+2.5-5 Marks] You are asked to design the subset selection problem using genetic algorithm. Explain your design approach in terms of following: Vague answered will be penalized a) PSA formulation & fitness function design (you may use your knowledge of linear regression to suggest answers) b) Chromose String representation of a state constituting a parent c) Approach toward the crossover and mutation steps for this problem. Show this with one iteration of numerical example. Options Upload Arwer You have to write your answer in the Text-Field given be A computationally hard problem of feature subset selection among input independent variables that might effectively influence a dependent variable in a linear regression fit of the format, YaX1+6X2+ +wXn is well known. There might be interactions among the attributes eg..(Xi and Xj) that might have together contributed more to the Y than individual attributes Xi, Xj. To add the complexity the attributes X's might be either numerical or categorical in nature!!!. [1.5+1+2.5-5 Marks] You are asked to design the subset selection problem using genetic algorithm. Explain your design approach in terms of following: Vague answered will be penalized a) PSA formulation & fitness function design (you may use your knowledge of linear regression to suggest answers) b) Chromose String representation of a state constituting a parent c) Approach toward the crossover and mutation steps for this problem. Show this with one iteration of numerical example. Options Upload Arwer