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POPL
2010
ACM
14 years 5 months ago
Continuity Analysis of Programs
We present an analysis to automatically determine if a program represents a continuous function, or equivalently, if infinitesimal changes to its inputs can only cause infinitesim...
Swarat Chaudhuri, Sumit Gulwani, Roberto Lublinerm...
GECCO
2007
Springer
151views Optimization» more  GECCO 2007»
14 years 2 months ago
Solving real-valued optimisation problems using cartesian genetic programming
Classical Evolutionary Programming (CEP) and Fast Evolutionary Programming (FEP) have been applied to realvalued function optimisation. Both of these techniques directly evolve th...
James Alfred Walker, Julian Francis Miller
ISPASS
2005
IEEE
14 years 1 months ago
Measuring Program Similarity: Experiments with SPEC CPU Benchmark Suites
Performance evaluation using only a subset of programs from a benchmark suite is commonplace in computer architecture research. This is especially true during early design space e...
Aashish Phansalkar, Ajay Joshi, Lieven Eeckhout, L...
COCOS
2003
Springer
148views Optimization» more  COCOS 2003»
14 years 1 months ago
Convex Programming Methods for Global Optimization
We investigate some approaches to solving nonconvex global optimization problems by convex nonlinear programming methods. We assume that the problem becomes convex when selected va...
John N. Hooker
ICDE
2012
IEEE
205views Database» more  ICDE 2012»
11 years 10 months ago
Optimizing Statistical Information Extraction Programs over Evolving Text
—Statistical information extraction (IE) programs are increasingly used to build real-world IE systems such as Alibaba, CiteSeer, Kylin, and YAGO. Current statistical IE approach...
Fei Chen, Xixuan Feng, Christopher Re, Min Wang