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JMLR
2002
102views more  JMLR 2002»
15 years 6 months ago
Optimal Structure Identification With Greedy Search
In this paper we prove the so-called "Meek Conjecture". In particular, we show that if a DAG H is an independence map of another DAG G, then there exists a finite sequen...
David Maxwell Chickering
ECML
2006
Springer
15 years 10 months ago
Efficient Non-linear Control Through Neuroevolution
Abstract. Many complex control problems are not amenable to traditional controller design. Not only is it difficult to model real systems, but often it is unclear what kind of beha...
Faustino J. Gomez, Jürgen Schmidhuber, Risto ...
COLT
1992
Springer
15 years 10 months ago
On Learning Limiting Programs
Machine learning of limit programs (i.e., programs allowed finitely many mind changes about their legitimate outputs) for computable functions is studied. Learning of iterated lim...
John Case, Sanjay Jain, Arun Sharma
COR
2010
127views more  COR 2010»
15 years 6 months ago
Discrepancy search for the flexible job shop scheduling problem
The Flexible Job Shop scheduling Problem (FJSP) is a generalization of the classical Job Shop Problem in which each operation must be processed on a given machine chosen among a f...
Abir Ben Hmida, Mohamed Haouari, Marie-José...
NC
2006
130views Neural Networks» more  NC 2006»
15 years 6 months ago
Dynamic self-assembly in living systems as computation
Biochemical reactions taking place in living systems that map different inputs to specific outputs are intuitively recognized as performing information processing. Conventional wis...
Ann M. Bouchard, Gordon C. Osbourn