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Gradient Descent Methods in Learning Classifier Systems: Improving XCS Performance in Multistep Problems

, , and . IEEE Transactions on Evolutionary Computation, (2004)in press.

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An Evolutionary Approach to Area-Time Optimization of FPGA designs., , , , , and . ICSAMOS, page 145-152. IEEE, (2007)Classifier prediction based on tile coding., , , and . GECCO, page 1497-1504. ACM, (2006)Estimating Classifier Generalization and Action's Effect: A Minimalist Approach.. GECCO, volume 2724 of Lecture Notes in Computer Science, page 1894-1905. Springer, (2003)Mining Association Rules from XML Data., , , and . DaWaK, volume 2454 of Lecture Notes in Computer Science, page 21-30. Springer, (2002)Use of a Connection-Selection Scheme in Neural XCSF., , and . IWLCS, volume 6471 of Lecture Notes in Computer Science, page 87-106. Springer, (2009)An integrated low-cost system for at-home rehabilitation., , , and . VSMM, page 553-556. IEEE, (2012)Recursive Least Squares and Quadratic Prediction in Continuous Multistep Problems., and . IWLCS, volume 6471 of Lecture Notes in Computer Science, page 70-86. Springer, (2009)Tile Coding Based on Hyperplane Tiles., and . EWRL, volume 5323 of Lecture Notes in Computer Science, page 179-190. Springer, (2008)Problem solution sustenance in XCS: Markov chain analysis of niche support distributions and the impact on computational complexity, , , and . Genetic Programming and Evolvable Machines, (2007)Hierarchy exploitation in data warehouses for mining association rules., and . SEBD, page 243-256. (2000)