- author = "Lee Spector",
- title = "Automatic Programming via Evolution",
- booktitle = "Complex Systems Digital Campus E-conference, CS-DC'15",
- year = "2015",
- editor = "Paul Bourgine and Pierre Collet",
- pages = "Paper ID: 356",
- month = sep # " 30-" # oct # " 1",
- note = "Invited talk",
- keywords = "genetic algorithms, genetic programming",
-
URL = "
http://cs-dc-15.org/",
-
URL = "http://cs-dc-15.org/papers/multi-scale-dynamics/evol-comp-methods/automatic-programming-via-evolution/",
-
broken_video_url = "http://bbb.univ-paris8.fr/playback/presentation/0.9.0/playback.html?meetingId=6ad96bff76a2e7d996cd44d1c7ea0d7caa4a8036-1443402355571",
- size = "30 minutes",
- abstract = "Darwinian evolution is a significant architect of complexity in the natural world. The mechanisms by which evolution operates, including mutation, recombination, and selection, can be embodied in software and used to produce complex systems with a range of practical applications. Systems that use evolutionary mechanisms to produce software are called genetic programming systems. In this talk I will demonstrate the basic principles of genetic programming and survey some of the results that it has achieved. I will then discuss the potential that genetic programming has for automating the kind of programming work that is normally performed by humans.",
-
notes = "30 Sep 2015 22:30 (UTC) Evolutionary Computing Methods
session
Mentions of HUMIES especially GP winners, lexicase selection, pushGP solved 22 of 29 problems \cite{Helmuth:2015:GECCO}
Does not appear in proceedings published by Springer 2017",
