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ORCIDMartin V. Butz
- > Home > Persons > Martin V. Butz
Publications
- 2012
[j17]Patrick O. Stalph, Xavier Llorà, David E. Goldberg, Martin V. Butz
:
Resource management and scalability of the XCSF learning classifier system. Theor. Comput. Sci. 425: 126-141 (2012)- 2009
- [c53]Martin Pelikan, Kumara Sastry, David E. Goldberg, Martin V. Butz, Mark Hauschild:
Performance of evolutionary algorithms on NK landscapes with nearest neighbor interactions and tunable overlap. GECCO 2009: 851-858 - [c51]Patrick O. Stalph, Martin V. Butz, David E. Goldberg, Xavier Llorà:
On the scalability of XCS(F). GECCO 2009: 1315-1322 - 2007
- [j8]Martin V. Butz, David E. Goldberg, Pier Luca Lanzi, Kumara Sastry:
Problem solution sustenance in XCS: Markov chain analysis of niche support distributions and the impact on computational complexity. Genet. Program. Evolvable Mach. 8(1): 5-37 (2007) - [c36]Pier Luca Lanzi, Martin V. Butz, David E. Goldberg:
Empirical analysis of generalization and learning in XCS with gradient descent. GECCO 2007: 1814-1821 - 2006
- [j7]Martin V. Butz, Martin Pelikan, Xavier Llorà, David E. Goldberg:
Automated Global Structure Extraction for Effective Local Building Block Processing in XCS. Evol. Comput. 14(3): 345-380 (2006) - [c30]Martin Pelikan, Kumara Sastry, Martin V. Butz, David E. Goldberg:
Hierarchical BOA on random decomposable problems. GECCO 2006: 431-432 - [c27]Cláudio F. Lima, Martin Pelikan, Kumara Sastry, Martin V. Butz, David E. Goldberg, Fernando G. Lobo:
Substructural Neighborhoods for Local Search in the Bayesian Optimization Algorithm. PPSN 2006: 232-241 - [c26]Martin Pelikan, Kumara Sastry, Martin V. Butz, David E. Goldberg:
Performance of Evolutionary Algorithms on Random Decomposable Problems. PPSN 2006: 788-797 - [p1]Martin V. Butz, Martin Pelikan, Xavier Llorà, David E. Goldberg:
Effective and Reliable Online Classification Combining XCS with EDA Mechanisms. Scalable Optimization via Probabilistic Modeling 2006: 249-273 - 2005
- [j6]Martin V. Butz, Kumara Sastry, David E. Goldberg:
Strong, Stable, and Reliable Fitness Pressure in XCS due to Tournament Selection. Genet. Program. Evolvable Mach. 6(1): 53-77 (2005) - [j5]Martin V. Butz, David E. Goldberg, Pier Luca Lanzi:
Gradient descent methods in learning classifier systems: improving XCS performance in multistep problems. IEEE Trans. Evol. Comput. 9(5): 452-473 (2005) - [c23]Martin V. Butz, Martin Pelikan, Xavier Llorà, David E. Goldberg:
Extracted global structure makes local building block processing effective in XCS. GECCO 2005: 655-662 - [c21]Arnaud Quirin, Jerzy Korczak, Martin V. Butz, David E. Goldberg:
Analysis and Evaluation of Learning Classifier Systems applied to Hyperspectral Image Classification. ISDA 2005: 280-285 - [c20]Martin V. Butz, David E. Goldberg, Pier Luca Lanzi:
Effect of Pure Error-Based Fitness in XCS. IWLCS 2005: 104-114 - [c18]Jaume Bacardit, David E. Goldberg, Martin V. Butz:
Improving the Performance of a Pittsburgh Learning Classifier System Using a Default Rule. IWLCS 2005: 291-307 - 2004
- [c17]Martin V. Butz, David E. Goldberg, Pier Luca Lanzi:
Bounding Learning Time in XCS. GECCO (2) 2004: 739-750 - [c16]Martin V. Butz, David E. Goldberg, Pier Luca Lanzi:
Gradient-Based Learning Updates Improve XCS Performance in Multistep Problems. GECCO (2) 2004: 751-762 - [c15]Jaume Bacardit, David E. Goldberg, Martin V. Butz, Xavier Llorà, Josep Maria Garrell i Guiu:
Speeding-Up Pittsburgh Learning Classifier Systems: Modeling Time and Accuracy. PPSN 2004: 1021-1031 - [c14]Martin V. Butz, Pier Luca Lanzi, Xavier Llorà, David E. Goldberg:
Knowledge Extraction and Problem Structure Identification in XCS. PPSN 2004: 1051-1060 - 2003
- [j3]Martin V. Butz, David E. Goldberg, Kurian K. Tharakunnel:
Analysis and Improvement of Fitness Exploitation in XCS: Bounding Models, Tournament Selection, and Bilateral Accuracy. Evol. Comput. 11(3): 239-277 (2003) - [c11]Martin V. Butz, David E. Goldberg:
Generalized State Values in an Anticipatory Learning Classifier System. ABiALS 2003: 282-301 - [c10]Martin V. Butz, David E. Goldberg:
Bounding the Population Size in XCS to Ensure Reproductive Opportunities. GECCO 2003: 1844-1856 - [c9]Martin V. Butz, Kumara Sastry, David E. Goldberg:
Tournament Selection: Stable Fitness Pressure in XCS. GECCO 2003: 1857-1869 - [c8]Kurian K. Tharakunnel, Martin V. Butz, David E. Goldberg:
Towards Building Block Propagation in XCS: A Negative Result and Its Implications. GECCO 2003: 1906-1917 - 2000
- [c5]Martin V. Butz, David E. Goldberg, Wolfgang Stolzmann:
Introducing a Genetic Generalization Pressure to the Anticipatory Classifier System - Part 1: Theoretical approach. GECCO 2000: 42-49 - [c4]Martin V. Butz, David E. Goldberg, Wolfgang Stolzmann:
Probability-Enhanced Predictions in the Anticipatory Classifier System. IWLCS 2000: 37-51 - [c2]Martin V. Butz, David E. Goldberg, Wolfgang Stolzmann:
Investigating Generalization in the Anticipatory Classifier System. PPSN 2000: 735-744
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