Evolving Logic Until Pass Tests Automatically

Automating the automation is still a challenge, but in some cases it's possible under certain situations.

In 2017 I created logic-evolver, one of my experiments for creating logic automatically or better said evolving logic automatically.

In some way, the computer create its own program that satisfies a set of tests defined by a human.

https://github.com/sha0coder/logic-evolver

This implementation in rust, contains a fast cpu emulator than can execute one million instructions in less than two seconds. And a simple genetic algorithm to do the evolution.


Here we create the genetic algorithm, and configure a population of 1000 individuals, and the top 5 to crossover. We run the genetic algorithm with 500 cycles maximum.
Note that in this case the population are programs initially random until take the correct shape.

An evaluation function is provided in the run method as well, and looks like this:

The evaluation function receives a CPU object, to compute a test you need to set the initial parameters, run the program and set a scoring regarding the return value.

More articles

1. Easy Hack Tools
2. Growth Hacker Tools
3. Physical Pentest Tools
4. Hacker Tools Linux
5. Hack Apps
6. Pentest Tools Open Source
7. Hack Tools Pc
8. Hack Tools
9. What Is Hacking Tools
10. Hacker Tools Free
11. Hack Tools
12. Hacks And Tools
13. Hacking Tools Free Download
14. Hacker Tools Mac
15. Underground Hacker Sites
16. Pentest Tools Github
17. Hack Apps
18. Hacking App
19. Hacking Tools Windows