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» Evolutionary algorithms and dynamic programming
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SIGSOFT
2004
ACM
14 years 10 months ago
Efficient incremental algorithms for dynamic detection of likely invariants
Dynamic detection of likely invariants is a program analysis that generalizes over observed values to hypothesize program properties. The reported program properties are a set of ...
Jeff H. Perkins, Michael D. Ernst
GECCO
2004
Springer
148views Optimization» more  GECCO 2004»
14 years 2 months ago
Evolving Local Search Heuristics for SAT Using Genetic Programming
Satisfiability testing (SAT) is a very active area of research today, with numerous real-world applications. We describe CLASS2.0, a genetic programming system for semi-automatica...
Alex S. Fukunaga
SODA
2000
ACM
111views Algorithms» more  SODA 2000»
13 years 10 months ago
A dynamic programming approach to de novo peptide sequencing via tandem mass spectrometry
Ting Chen, Ming-Yang Kao, Matthew Tepel, John Rush...
PPSN
2004
Springer
14 years 2 months ago
Learning Probabilistic Tree Grammars for Genetic Programming
Genetic Programming (GP) provides evolutionary methods for problems with tree representations. A recent development in Genetic Algorithms (GAs) has led to principled algorithms cal...
Peter A. N. Bosman, Edwin D. de Jong
CEC
2007
IEEE
14 years 3 months ago
A Utile Function Optimizer
Abstract— We recast the problem of unconstrained continuous evolutionary optimization as inference in a fixed graphical model. This approach allows us to address several pervasi...
Christopher K. Monson, Kevin D. Seppi, James L. Ca...