88 citations · 93 across the 5 of their papers we have counts for
5 papers
Algebraic Dynamical Systems in Machine Learning
Iolo Jones, Jerry Swan, Jeffrey Giansiracusa
We introduce an algebraic analogue of dynamical systems, based on term rewriting. We show that a recursive function applied to the output of an iterated rewriting system defines a…
Metaheuristics "In the Large"
Jerry Swan, Steven Adriaensen, Alexander E. I. Brownlee +13
Following decades of sustained improvement, metaheuristics are one of the great success stories of optimization research. However, in order for research in metaheuristics to avoid…
The Text-Based Adventure AI Competition
Timothy Atkinson, Hendrik Baier, Tara Copplestone +2
In 2016, 2017, and 2018 at the IEEE Conference on Computational Intelligence in Games, the authors of this paper ran a competition for agents that can play classic text-based adven…
Dependency Injection for Programming by Optimization
Zoltan A. Kocsis, Jerry Swan
Programming by Optimization tools perform automatic software configuration according to the specification supplied by a software developer. Developers specify design spaces for pro…
Distance Metric Ensemble Learning and the Andrews-Curtis Conjecture
Krzysztof Krawiec, Jerry Swan
Motivated by the search for a counterexample to the Poincaré conjecture in three and four dimensions, the Andrews-Curtis conjecture was proposed in 1965. It is now generally suspec…