Cited By
View all- Smith RBehzadan B(2009)Mutual information neuro-evolutionary system (MINES)Proceedings of the Eleventh conference on Congress on Evolutionary Computation10.5555/1689599.1689800(1523-1529)Online publication date: 18-May-2009
This paper introduces a new variety of learning classifier system (LCS), called MILCS, which utilizes mutual information as fitness feedback. Unlike most LCSs, MILCS is specifically designed for supervised learning. MILCS's design draws on an analogy to ...
This paper studies the performance of a newly developed supervised Michigan-style learning classifier system (LCS), called MILCS, on protein structure prediction problems and our observation of its default hierarchies (DHs). We present experimental ...
Evolutionary Learning Classifier Systems (LCSs) combine reinforcement learning or supervised learning with effective genetics-based search techniques. Together these two mechanisms enable LCSs to evolve solutions to decision problems in the form of easy ...
Association for Computing Machinery
New York, NY, United States
Check if you have access through your login credentials or your institution to get full access on this article.
Sign in