This book constitutes the refereed proceedings of the 18th Australian Joint Conference on Artificial Intelligence, AI 2005, held in Sydney, Australia in December 2005. The 77 revised full papers and 119 revised short papers presented together with the abstracts of 3 keynote speeches were carefully reviewed and selected from 535 submissions. The papers are catgorized in three broad sections, namely: AI foundations and technologies, computational intelligence, and AI in specialized domains. Particular topics addressed by the papers are logic and reasoning, machine learning, game theory, robotic technology, data mining, neural networks, fuzzy theory and algorithms, evolutionary computing, Web intelligence, decision making, pattern recognition, agent technology, and AI applications.In this paper, we report on the use of ant systems in the data mining field capable of extracting comprehensible ... ant system which differs from the originally proposed ant systems in its ability to explore bigger parts of the solution space, ... this paper we focus our attention on the use of an ant system capable of ex- tracting comprehensible, accurate rules from ... St Iutzle et al.  advocate that improved performance can be obtained by a stronger exploration of the best solutions.
|Title||:||AI 2005: Advances in Artificial Intelligence|
|Author||:||Shichao Zhang, Ray Jarvis|
|Publisher||:||Springer Science & Business Media - 2005-11-21|