Multi-Objective Optimisation Implementation - Writing your own Genetic Algorithm Part 7

Genetic Algorithms are incredibly powerful problem-solving tools. In this video, we will be multi-threading our application, creating test cases, and most importantly, we will be covering the implementation of multi-objective. This will allow us to optimize for multiple criteria or 'objectives' at once.

0:00 Introduction
0:36 Get the new repo
0:59 The Generic GA framework
2:20 Looking at the results
4:52 Enable multiple screens
6:03 Visualize Pareto fronts
7:27 Pareto visualization tools
7:58 Multi-threading the simulation!
12:11 Changes to the World class
13:10 New test cases
13:51 Exploring a test case
15:19 Implementation of speed limits
16:33 Calculating the ranks
18:16 Calculating the crowding distance
19:30 Results with random towns
19:58 Outro & Challenge Question

Links to all the good stuff:

Multi-Objective Code (extensibly commented):

Game Template (warning, not well commented):

Join us on Discord (I'm trying to be active more often):

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First Video:

Link to Visual Studio Community (It's Free!)

[imukai]

Was just thinking there hasn't been a new installment in this series. Come on, GAry.. we need more GA. :)

[Bencurlis]

Great video! I like how you repurposed your game project for a more scientific one, and it looks nice!

[HongjooLee]

This can't be the last, come on! Could you show me an answer of the challenging question or provide some references to find it myself at least?
Anyway, it's a great series, Thanks Gary!

[wassimigho]

Now *THIS* is how you gamify math. Thanks dude!

[aminebendahmane]

awesome video series! thanks bro. Will you continue creating more videos in this serie?