osrsSSBingo Genetic Algorithm Notes

Gather Data:

Collect information about each participant, including their weighted score which we can manually decide on or write a program and manually validate and preferences for the two categories (skiller/pvmer).

Define the Weights:

Assign appropriate weights to the score ( * total_level_weight) + ( * pvm_skill_weight) + bank value * and the two preference categories based on their choices of PVM or skilling or both.

Normalize the Data:

Normalize the weighted scores and preference values to ensure fair comparison.

Implement Team Formation Algorithm:

Use an algorithm like a Genetic Algorithm to form teams based on the normalized data while considering the preferences of each player

Calculate Team Score:

Calculate the team's overall score based on the weighted score and preferences of the teams' members.

Optimize:

Iterate through the algorithm several times with different random initializations to find the optimal team distribution.

Evaluate Balance:

Check the balance of the teams to ensure they are reasonably equal in terms of weighted scores and preferences.

Output:

Present the final teams to the participants in a clear and understandable format.