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KBSE
1997
IEEE
15 years 1 months ago
Genetic Algorithms for Dynamic Test Data Generation
In software testing, it is often desirable to find test inputs that exercise specific program features. To find these inputs by hand is extremely time-consuming, especially whe...
Christoph C. Michael, Gary McGraw, Michael Schatz,...
DAC
1998
ACM
15 years 10 months ago
Software Synthesis of Process-Based Concurrent Programs
We present a Petri net theoretic approach to the software synthesis problem that can synthesize ordinary C programs from processbased concurrent specifications without the need for...
Bill Lin
LCTRTS
1999
Springer
15 years 1 months ago
Optimizing for Reduced Code Space using Genetic Algorithms
Code space is a critical issue facing designers of software for embedded systems. Many traditional compiler optimizations are designed to reduce the execution time of compiled cod...
Keith D. Cooper, Philip J. Schielke, Devika Subram...
GECCO
2006
Springer
213views Optimization» more  GECCO 2006»
15 years 1 months ago
Evolutionary unit testing of object-oriented software using strongly-typed genetic programming
Evolutionary algorithms have successfully been applied to software testing. Not only approaches that search for numeric test data for procedural test objects have been investigate...
Stefan Wappler, Joachim Wegener
SAC
2008
ACM
14 years 9 months ago
Optimizing code through iterative specialization
Code specialization is a way to obtain significant improvement in the performance of an application. It works by exposing values of different parameters in source code. The availa...
Minhaj Ahmad Khan, Henri-Pierre Charles, Denis Bar...