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» Optimising code generation with haggies
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SGAI
2007
Springer
14 years 3 months ago
Evolving a Dynamic Predictive Coding Mechanism for Novelty Detection
Novelty detection is a machine learning technique which identifies new or unknown information in large data sets. We present our current work on the construction of a new novelty...
Simon J. Haggett, Dominique F. Chu, Ian W. Marshal...
GECCO
2008
Springer
116views Optimization» more  GECCO 2008»
13 years 10 months ago
Evolving similarity functions for code plagiarism detection
Students are often asked to submit electronic copies of their program code as part of assessment in computer science courses. To counter code plagiarism, educational institutions ...
Victor Ciesielski, Nelson Wu, Seyed M. M. Tahaghog...
ADAEUROPE
2008
Springer
14 years 4 months ago
A Framework for CFG-Based Static Program Analysis of Ada Programs
Abstract. The control flow graph is the basis for many code optimisation and analysis techniques. We introduce a new framework for the construction of powerful CFG-based represent...
Raul Fechete, Georg Kienesberger, Johann Blieberge...
CEC
2010
IEEE
13 years 10 months ago
Evolving a CUDA kernel from an nVidia template
Rather than attempting to evolve a complete program from scratch we demonstrate genetic interface programming (GIP) by automatically generating a parallel CUDA kernel with identica...
William B. Langdon, Mark Harman
SAC
2011
ACM
13 years 13 days ago
Type harvesting: a practical approach to obtaining typing information in dynamic programming languages
Dynamically typed programming languages are powerful tools for rapid software development. However, there are scenarios that would benefit from actual type information being avai...
Michael Haupt, Michael Perscheid, Robert Hirschfel...