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. Hack Rom Tools
2. Hacker
3. Best Hacking Tools 2020
4. Hacker Security Tools
5. Hacker Tools Free Download
6. Pentest Box Tools Download
7. Bluetooth Hacking Tools Kali
8. Tools Used For Hacking
9. Hack App
10. Hacker Tools Online
11. Hack Tool Apk
12. Nsa Hack Tools
13. Hack Tools 2019
14. Black Hat Hacker Tools
15. Termux Hacking Tools 2019
16. Growth Hacker Tools
17. Best Hacking Tools 2019
18. Hacker Tools For Ios
19. Hacker Tools Apk Download
20. Beginner Hacker Tools
21. Hack Tools Download
22. Hacker Tools 2020
23. Hacker Tools Free
24. Hak5 Tools
25. Pentest Tools Port Scanner
26. Pentest Tools
27. Hacking Tools Free Download
28. Pentest Tools Kali Linux
29. Nsa Hack Tools Download
30. Underground Hacker Sites
31. Hack Tools For Mac
32. Hacking Tools Name
33. Nsa Hack Tools Download
34. Hacker Tools Hardware
35. Pentest Tools Review
36. Pentest Tools For Ubuntu
37. Pentest Tools Website
38. Kik Hack Tools
39. Hacker Tools For Pc
40. Hacking Tools Windows 10
41. Pentest Tools Review
42. Hacker Tools Apk
43. Hack Tools For Mac
44. Pentest Tools Online
45. Pentest Tools Linux
46. Hacking Tools Online
47. Pentest Tools Free
48. Pentest Tools Website Vulnerability
49. Pentest Tools For Mac
50. Pentest Tools Port Scanner
51. Hack Tools For Ubuntu
52. World No 1 Hacker Software
53. Hack Apps
54. Hacking Tools For Mac
55. Hackrf Tools
56. Hacker Tools Apk
57. Hacker Tools Online
58. What Is Hacking Tools
59. New Hacker Tools
60. Hacker Tools List
61. Best Hacking Tools 2019
62. New Hack Tools
63. Hacking Tools Mac
64. Hacker
65. Hacking App
66. Hacking Tools Windows 10
67. Hack Tools For Games
68. Hack Tools 2019
69. Hacker Security Tools
70. Install Pentest Tools Ubuntu
71. Hacking Tools For Windows 7
72. Hack Tools For Pc
73. Top Pentest Tools
74. Hack Tool Apk No Root
75. Hacking Tools And Software
76. Hacking Tools Mac
77. Hacker Security Tools
78. Best Pentesting Tools 2018
79. Pentest Tools Github
80. Hacking Tools For Games
81. Hacker Tools Windows
82. Pentest Tools Online
83. Pentest Tools Free
84. Growth Hacker Tools
85. Hacking Tools For Windows Free Download
86. Growth Hacker Tools
87. Pentest Tools Website
88. What Is Hacking Tools
89. Hack Tools For Windows
90. Hacker Tools For Windows
91. Hak5 Tools
92. Hacking Tools Name
93. Pentest Tools Android
94. Hacking Tools Pc
95. Pentest Tools Free
96. Hacker Tools List
97. Pentest Tools Website Vulnerability
98. Hack Website Online Tool
99. Usb Pentest Tools
100. Hacking Apps
101. Tools Used For Hacking
102. What Is Hacking Tools
103. Best Pentesting Tools 2018
104. Hacking Tools Download
105. Hacking App
106. Pentest Tools Website Vulnerability
107. Hack Tools 2019
108. Computer Hacker
109. Hacking Tools For Pc
110. Hacker
111. Hacks And Tools
112. Hacker Techniques Tools And Incident Handling
113. Pentest Tools Alternative
114. Hack App
115. Hacker Tools Free
116. Kik Hack Tools
117. Pentest Tools Subdomain
118. Hacking Tools Windows
119. Hacking Tools Free Download
120. Pentest Tools Tcp Port Scanner
121. How To Make Hacking Tools
122. Pentest Tools Nmap
123. How To Install Pentest Tools In Ubuntu
124. Hack Tools Mac
125. Hacking Tools Usb
126. Hack And Tools
127. Hacking Tools Usb
128. Hacker Hardware Tools
129. Pentest Tools Linux
130. Pentest Tools Bluekeep
131. Hacking Tools Pc
132. Android Hack Tools Github
133. Hacking Tools Github
134. Best Hacking Tools 2019
135. Pentest Tools Android
136. New Hacker Tools
137. Beginner Hacker Tools
138. Pentest Tools Open Source
139. Pentest Tools For Ubuntu
140. Hacker Tools For Windows
141. Pentest Tools Android
142. Pentest Tools Bluekeep
143. Beginner Hacker Tools
144. Hacking Tools Kit
145. Best Hacking Tools 2019
146. Hack Tool Apk
147. Hacking Tools 2020
148. Hackrf Tools
149. Free Pentest Tools For Windows
150. Best Hacking Tools 2020
151. Hacking Tools For Windows
152. Game Hacking
153. Pentest Tools Framework
154. Best Hacking Tools 2020
155. Hacker Tools
156. Pentest Tools Free
157. Hacking Tools For Mac
158. Pentest Tools Subdomain
159. Usb Pentest Tools
160. Hack Tools
161. Pentest Automation Tools
162. Hack Tools For Games
163. Hacker Tools 2020
164. Install Pentest Tools Ubuntu
165. Pentest Tools For Android
166. Hack Apps
167. Pentest Tools Apk
168. Pentest Tools Bluekeep
169. Hacker
170. Hacking Tools Github
171. Free Pentest Tools For Windows