this is a genetic algorithm problem. please solve this 4 queens problem using genetic algorithm

3. MW Figure: 2 Suppose the new population for the 4 Queen's problem consists of the following population P1: 3112, P2: 2113, P3: 3121, P4: 1211 Apply Genetic Algorithm by considering the above population and measure, a. the initial fitness of the population. b. two population set based on the highest selection value. c. new population by applying crossover and mutation to the data found from step b. d. new population by repeating the above step two times. Has the overall fitness improved? Explain