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» The Equivalence of Sampling and Searching
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GECCO
2005
Springer
131views Optimization» more  GECCO 2005»
14 years 1 months ago
EA models and population fixed-points versus mutation rates for functions of unitation
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...
J. Neal Richter, John Paxton, Alden H. Wright
ASPDAC
1999
ACM
101views Hardware» more  ASPDAC 1999»
14 years 6 days ago
Fast Boolean Matching Under Permutation Using Representative
—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 ...
Debatosh Debnath, Tsutomu Sasao
FM
1994
Springer
113views Formal Methods» more  FM 1994»
13 years 12 months ago
Abstract Model Checking of Infinite Specifications
Model Checking of Infinite Specifications Daniel Jackson School of Computer Science Carnegie Mellon University Pittsburgh, PA A new method for analyzing specifications in languages...
Daniel Jackson
CIIT
2007
133views Communications» more  CIIT 2007»
13 years 9 months ago
Linear-tree rule structure for firewall optimization
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...
Liang Zhao, A. Shimae, Hiroshi Nagamochi
ICML
2009
IEEE
14 years 8 months ago
Model-free reinforcement learning as mixture learning
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...
Nikos Vlassis, Marc Toussaint