1 18-GeneticProgramming

1.1 Genetic programming the movie

Koza’s old introductory videos as a historical perspective:

Part 1:
https://www.youtube.com/watch?v=tTMpKrKkYXo

Part 2:
https://www.youtube.com/watch?v=pRk6cth7Bpg

Part 3:
https://www.youtube.com/watch?v=8DY7akqFvfw

Part 4:
https://www.youtube.com/watch?v=ordtzUccs2s

1.2 Clojure / lisp

https://www.clojure.org/guides/getting_started
https://www.clojure.org/guides/learn/clojure

Why clojure?
https://www.youtube.com/watch?v=C-kF25fWTO8

1.3 PushGP

Lee Spector’s talk on clojure, push, lexicase selection, gp as a modern perspective:
https://www.youtube.com/watch?v=HWMJdO4klIE

The GP suite and API he develops:
https://faculty.hampshire.edu/lspector/push.html

Quick intro
https://www.youtube.com/watch?v=ryW9w5cAwaI

Even quicker
https://www.youtube.com/watch?v=VGJWlSC0gl4&t=13s

1.4 PyshGP

http://erp12.github.io/pyshgp/html/index.html
https://github.com/erp12/pyshgp

1.5 PSB

What does a benchmark suite look like for GP?
What does a test suite look like for your code?
My autograder?
Other code-judge programming competion sites?
A test suite for code is just IO pairs, or unit tests.
Show the bowling problem, clojure code, and dataset, for example
https://cs.hamilton.edu/~thelmuth/PSB2/PSB2.html
https://www.youtube.com/watch?v=p5qtiD3q8_A&t=50s
https://github.com/thelmuth/psb2-python
https://github.com/thelmuth/Clojush/releases/tag/psb2-v1.0