Question: QUESTION 4 125 MARKS Design a Genetic Algorithm for the function f(x) = {(22+2b+30) - 10). Given the data below. Post Roulette Crossover Random Wheel

QUESTION 4 125 MARKS Design a Genetic Algorithm for the function f(x) = {(22+2b+30) - 10). Given the data below. Post Roulette Crossover Random Wheel Random Numbers - Chromosome numbers Selection R[0] 0.390 0.80 R[2] 0.173 0.148 R30.988 0.659 R[4] 0.711 0.995 RS] 0.287 0.048 R[6] 0.490 0.239 BCS2313 Page 4 of 5 Initialization Values Chromosomes Genes Chromosome (0) 11:0:2) Chromosome [2] [2:2:3) Chromosome [3] (1:4:41 Chromosome [4) 12:1:6] Chromosome 151 [1:4.91 Chromosome (61 12:5:2] Perform: A. Initialization (2 Marks B. Evaluation (s Marks) C. Selection (7 Marks) D. Crossover using random cut points on 1, 1 and 2. Marks) E. Mutation with random numbers 9 and 6, and mutation at Gene 1-2 and Gene 24. (2 Marks) F. Determine which chromosome provided optimum solution or satisfied the function. (2 Marks) QUESTION 5 [10 MARKS A. Define Fuzzy Logic, Neural Networks and Case Based Reasoning B. Discuss the steps involved in cach technique

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