Towards Metrics and Visualizations Sensitive to Coevolutionary Failures Export

@techreport{BaNaPo05, abstract = {The task of monitoring success and failure in coevolution is inherently difficult, as domains need not have any external metric to measure performance. Past metrics and visualizations for coevolution have been limited to identification and measurement of success but not failure. We suggest circumventing this limitation by switching from "best-of-generation"-based techniques to "all-of-generation"-based techniques. Using "all-ofgeneration " data, we demonstrate one such techique -- a...}, author = {Bader-Natal, Ari and Pollack, Jordan B.}, booktitle = {Coevolutionary and Coadaptive Systems: Papers from the AAAI Fall Symposium}, citeulike-article-id = {2067500}, citeulike-linkout-0 = {http://citeseer.ist.psu.edu/bader-natal05towards.html}, citeulike-linkout-1 = {http://citeseer.lcs.mit.edu/bader-natal05towards.html}, citeulike-linkout-2 = {http://citeseer.ifi.unizh.ch/bader-natal05towards.html}, citeulike-linkout-3 = {http://citeseer.comp.nus.edu.sg/bader-natal05towards.html}, keywords = {co-evolution, monitoring, pathologies, red-queen}, organization = {American Association for Artificial Intelligence}, pages = {1--8}, posted-at = {2007-12-06 16:06:35}, priority = {2}, school = {DEMO Lab, Computer Science Department, Brandeis University}, title = {Towards Metrics and Visualizations Sensitive to Coevolutionary Failures}, url = {http://citeseer.ist.psu.edu/bader-natal05towards.html}, year = {2005} }

TY - RPRT ID - BaNaPo05 L3 - citeulike-article-id:2067500 N2 - The task of monitoring success and failure in coevolution is inherently difficult, as domains need not have any external metric to measure performance. Past metrics and visualizations for coevolution have been limited to identification and measurement of success but not failure. We suggest circumventing this limitation by switching from "best-of-generation"-based techniques to "all-of-generation"-based techniques. Using "all-ofgeneration " data, we demonstrate one such techique -- a... OR - American Association for Artificial Intelligence EP - 8 TI - Towards Metrics and Visualizations Sensitive to Coevolutionary Failures T2 - Coevolutionary and Coadaptive Systems: Papers from the AAAI Fall Symposium SP - 1 KW - co-evolution KW - monitoring KW - pathologies KW - red-queen AU - Bader-Natal, Ari AU - Pollack, Jordan PY - 2005/// UR - http://citeseer.ist.psu.edu/bader-natal05towards.html ER -