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Matthew Alden
Ph.D. Alumni
Matt's PhD work focused on estimation of distribution algorithms and their application to RNA folding. After graduating, he became a lecturer at the University of Washington, Tacoma.
Email:
mealden [at] uw edu
Homepage:
http://www.tacoma.uw.edu/institute-technology/alden-matthew-ph-d
Publications
MARLEDA: Effective Distribution Estimation through Markov Random Fields
2016
Matthew Alden and Risto Miikkulainen,
Theoretical Computer Science
, Vol. 633 (2016), pp. 4-18.
MARLEDA: Effective Distribution Estimation Through Markov Random Fields
2007
Matthew Alden, PhD Thesis, Department of Computer Sciences, the University of Texas at Austin. Also Technical Report AI07-349.
Eugenic Evolution Utilizing A Domain Model
2002
Matthew Alden, Aard-Jan van Kesteren, and Risto Miikkulainen, In
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2002)
, pp. 279-286 2002.
Projects
Eugenic Evolution: The EuA, EuSANE, and TEAM
1998 - 2002
Areas of Interest
Applications
Evolutionary Computation
Neuroevolution
Software/Data
MARLEDA
Markovian Learning Estimation of Distribution Algorithm (MARLEDA) is an Estimation of Distribution Algorithm (EDA) that ...
2013
mMARLEDA
The mMarleda package extends the
MARLEDA
software to multiobjective optim...
2013
TEAM
The TEAM package contains C++ implementations of both EuA (The Eugenic Algorithm) and TEAM (The Eugenic Algorithm with M...
2002
Labs
Formerly affiliated with
Neural Networks