Your approach in tweaking the evolutionary algorithm by adding new ways genes mutate and crossover is great. It shows you're trying different things to make the algorithm explore more possibilities. I like that you're also considering diversity with the extinction function and exploring island models. However, it would be awesome if you could share more specific results, like how exactly these changes improved problems 1, 2, and 5. Also, for Problem 10 size, it's not clear why the island and segregation models didn't work. Including a bit more detail on that would make your explanation more complete and easier to understand. Overall, you've done a lot of cool stuff, and maybe sharing some visuals or graphs could help visualize the solutions better. Keep up the good work!
Your approach in tweaking the evolutionary algorithm by adding new ways genes mutate and crossover is great. It shows you're trying different things to make the algorithm explore more possibilities. I like that you're also considering diversity with the extinction function and exploring island models. However, it would be awesome if you could share more specific results, like how exactly these changes improved problems 1, 2, and 5. Also, for Problem 10 size, it's not clear why the island and segregation models didn't work. Including a bit more detail on that would make your explanation more complete and easier to understand. Overall, you've done a lot of cool stuff, and maybe sharing some visuals or graphs could help visualize the solutions better. Keep up the good work!