- I have three options - AND I ONLY NEED ONE DONE - choose the one you think can be done by the 9th of May
- I need it to be done with Genethic Algorithm:
-> Population Generation
-> Selection of Parents
-> Recombination
-> Mutation
-> Offsprings
-> Repeat untill a solution is found
- I need the MATLAB functions with comments on how they work and the MATLAB instructions to test the functions.
OPTION 1:
- Develop a project to solve the following problem -> type genetic mixture.
- A factory produces and packages coffee.
- It uses two kinds of raw materials, 1. Brazilian coffee and 2. Colombian coffee.
- The factory produces two brands of coffee: Super and Lux.
- Each kilogram of coffee Super contains Brazilian coffee and Colombian coffee contains equal amounts.
- And a kg of coffee Lux brand contains 25% Brazilian coffee and 75% Colombian coffee. - The Resources available to the production line is 120 kg Brazilian coffee and 160 kg Colombian coffee.
- If profit from selling a kg of the Super brand is 20 units and the resulting income by selling a kg Lux brand of coffee is 30 units
- The problem is to determine the number of kg. each brand of coffee to be produced to obtain maximum profit
OPTION 2:
- Develop a project to solve the problem genetic backpack(knapsack/rucksack) for continuous case.
- (fractions can be selected from an object).
OPTION 3:
- Use a genetic algorithm to solve the problem to color maps defined as:
- Given a map with n (n > 15) countries (known neighborhoods on the map via matrix adjacency).
- There are C distinct colors available for coloring the map.
- Determine a way of coloring the map so that each country is colored with a different color than all its neighbors.
- What is the minimum number of colors required to color the map?