Multi-Objective Optimisation - Writing your own Genetic Algorithm Part 6
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Genetic Algorithms are incredibly powerful problem-solving tools. In this video, we will be covering multi-objective. This will allow us to optimize for multiple criteria or 'objectives' at once.
This video is 100% theory, just explaining what multi-objective is, and how it pertains to our problem.
Links to all the good stuff:
0:00 Introduction
0:42 Why do we need multi-objective?
1:45 Example 1
5:25 Example 2
6:04 Domination explained
7:32 Pareto front explained
8:16 Determining fronts
8:53 Crowding Distance
11:23 Fitness Ranking
11:42 Changes to selection methods
12:23 Linear Ranking System
12:42 Benefits of going multi-objective
13:37 Challenge Question, Example & Outro
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