Using a dynamic systems model for the Simple Genetic Algorithm due to Vose[1], we analyze the fixed point behavior of the model without crossover applied to functions of unitation...
—This paper presents an efficient method to check the equivalence of two Boolean functions under permutation of the variables. The problem is also known as Boolean matching. As ...
Model Checking of Infinite Specifications Daniel Jackson School of Computer Science Carnegie Mellon University Pittsburgh, PA A new method for analyzing specifications in languages...
Given a list of filtering rules with individual hitting probabilities, it is known that the average processing time of a linear-search based firewall can be minimized by searchi...
We cast model-free reinforcement learning as the problem of maximizing the likelihood of a probabilistic mixture model via sampling, addressing both the infinite and finite horizo...