%0 Conference Paper %1 hornby:1999:DTCPW %A Hornby, Gregory S. %A Mirtich, Brian %B Proceedings of the Genetic and Evolutionary Computation Conference %C Orlando, Florida, USA %D 1999 %E Banzhaf, Wolfgang %E Daida, Jason %E Eiben, Agoston E. %E Garzon, Max H. %E Honavar, Vasant %E Jakiela, Mark %E Smith, Robert E. %I Morgan Kaufmann %K adaptive agents, and artificial behavior co-evolution, life, networks neural pursuer-evader, %P 1305--1312 %T Diffuse versus True Coevolution in a Physics-based World %U http://www.cs.bham.ac.uk/~wbl/biblio/gecco1999/AA-025.ps %V 2 %X We compare two types of coevolutionary tournaments, true and diffuse, in contests using a general-purpose, physics-based simulator. Previous work in coevolving agents has used true coevolution and found that populations tend to enter mediocre states. One hypothesis for alleviating these problems is to use diffuse coevolution. Our results show that agents evaluated with diffuse tournaments are more generalized than those evaluated with true tournaments. %@ 1-55860-611-4

@inproceedings{hornby:1999:DTCPW, abstract = {We compare two types of coevolutionary tournaments, true and diffuse, in contests using a general-purpose, physics-based simulator. Previous work in coevolving agents has used true coevolution and found that populations tend to enter mediocre states. One hypothesis for alleviating these problems is to use diffuse coevolution. Our results show that agents evaluated with diffuse tournaments are more generalized than those evaluated with true tournaments.}, added-at = {2008-06-19T17:35:00.000+0200}, address = {Orlando, Florida, USA}, author = {Hornby, Gregory S. and Mirtich, Brian}, biburl = {https://www.bibsonomy.org/bibtex/2f1eff21f195bd80471f81daa932f941e/brazovayeye}, booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference}, editor = {Banzhaf, Wolfgang and Daida, Jason and Eiben, Agoston E. and Garzon, Max H. and Honavar, Vasant and Jakiela, Mark and Smith, Robert E.}, interhash = {af0df894f6f7f36e39116320548d296a}, intrahash = {f1eff21f195bd80471f81daa932f941e}, isbn = {1-55860-611-4}, keywords = {adaptive agents, and artificial behavior co-evolution, life, networks neural pursuer-evader,}, month = {13-17 July}, notes = {GECCO-99 A joint meeting of the eighth international conference on genetic algorithms (ICGA-99) and the fourth annual genetic programming conference (GP-99)}, pages = {1305--1312}, publisher = {Morgan Kaufmann}, publisher_address = {San Francisco, CA 94104, USA}, timestamp = {2008-06-19T17:41:43.000+0200}, title = {Diffuse versus True Coevolution in a Physics-based World}, url = {http://www.cs.bham.ac.uk/~wbl/biblio/gecco1999/AA-025.ps}, volume = 2, year = 1999 }