%0 Conference Paper %1 oai:CiteSeerPSU:431878 %A Nowostawski, Mariusz %A Sloman, Aaron %B IIS'98 Seventh International Symposium on Intelligent Information Systems %C Malbork, Poland %D 1998 %I Institute of Computer Science PAS %K agents, algorithms, architectures evolutionary genetic mechanisms, programming, %T Emergent Thought Automated Agent Design %U http://citeseer.ist.psu.edu/431878.html %X The following report presents the preliminary results and theoretical backgrounds of a multi-layer evolutionary mechanism. The project aims at developing a mechanism for automated agent design within a pre-designed multi-layer architecture. The core mechanism used in the experiments is a Genetic Programming algorithm working in a specially designed condition-action rules system. Described multi-layer evolution paradigm is inspired by notion of the niche & design spaces. There are presented plans for experiments with the multi-layer coevolutionary mechanism for parallel distributed search within restrained search space. Attention is paid to evolutionary mechanisms in general, with no commitments to any particular problem. In theory the multi-layer evolutionary process can be applied to a number of systems and problems, e.g. to Genetic Programming. %Z The Pennsylvania State University CiteSeer Archives %@ 83-900820-9-8

@inproceedings{oai:CiteSeerPSU:431878, abstract = {The following report presents the preliminary results and theoretical backgrounds of a multi-layer evolutionary mechanism. The project aims at developing a mechanism for automated agent design within a pre-designed multi-layer architecture. The core mechanism used in the experiments is a Genetic Programming algorithm working in a specially designed condition-action rules system. Described multi-layer evolution paradigm is inspired by notion of the niche \& design spaces. There are presented plans for experiments with the multi-layer coevolutionary mechanism for parallel distributed search within restrained search space. Attention is paid to evolutionary mechanisms in general, with no commitments to any particular problem. In theory the multi-layer evolutionary process can be applied to a number of systems and problems, e.g. to Genetic Programming.}, added-at = {2008-06-19T17:46:40.000+0200}, address = {Malbork, Poland}, annote = {The Pennsylvania State University CiteSeer Archives}, author = {Nowostawski, Mariusz and Sloman, Aaron}, biburl = {https://www.bibsonomy.org/bibtex/29fa45dd1ead44cd14a57b809adc4ff53/brazovayeye}, booktitle = {IIS'98 Seventh International Symposium on Intelligent Information Systems}, citeseer-references = {oai:CiteSeerPSU:369935; oai:CiteSeerPSU:500431; oai:CiteSeerPSU:47298; oai:CiteSeerPSU:328504; oai:CiteSeerPSU:10139; oai:CiteSeerPSU:7322; oai:CiteSeerPSU:35338; oai:CiteSeerPSU:36748; oai:CiteSeerPSU:21316; oai:CiteSeerPSU:127609}, interhash = {16bd431f7bc985728e8cf9c84c07209d}, intrahash = {9fa45dd1ead44cd14a57b809adc4ff53}, isbn = {83-900820-9-8}, keywords = {agents, algorithms, architectures evolutionary genetic mechanisms, programming,}, language = {en}, month = {15-19 June}, notes = {http://www.ipipan.waw.pl/~iis/iis98ref.htm (Former WIS Series)}, oai = {oai:CiteSeerPSU:431878}, publisher = {Institute of Computer Science PAS}, publisher_address = {Warsaw, Poland}, timestamp = {2008-06-19T17:48:35.000+0200}, title = {Emergent Thought Automated Agent Design}, url = {http://citeseer.ist.psu.edu/431878.html}, year = 1998 }