neural networks research group
areas • people • projects • demos • publications • software/data •
PyEC
Released 2011
Python package containing source code for Evolutionary Annealing along with a number of other evolutionary and stochastic optimization algorithms. Updated August 2013. See http://www.alockett.com/pyec/docs/0.3/index.html for documentation.
Download:
ZIP, TAR
People
Alan J. Lockett Ph.D. Alumni alan lockett [at] gmail com
Projects
Learning Strategic Behavior in Sequential Decision Tasks 2009 - 2014
Publications
Neuroevolution: Harnessing Creativity in AI Model Design Sebastian Risi, David Ha, Yujin Tang, Risto Miikkulainen To Appear In , Cambridge, MA, 2025. MIT Press. 2025
General-Purpose Optimization Through Information-Maximization Alan J Lockett PhD Thesis, Department of Computer Sciences, The University of Texas at Austin, 2012. Tech Report AI... 2012
Measure-Theoretic Evolutionary Annealing Alan J. Lockett and Risto Miikkulainen In Proceedings of the 2011 IEEE Congress on Evolutionary Computation, 2011. 2011
Real-Space Evolutionary Annealing Alan J Lockett and Risto Miikkulainen In Proceedings of the 2011 Genetic and Evolutionary Computation Conference (GECCO-2011), 2011... 2011
Areas of Interest
Evolutionary Computation Theory of Evolutionary Computation
UT Only: Advice • Calendar • Admin