We present locoGP, a Genetic Programming (GP) system written in Java for evolving Java source code. locoGP was designed to improve the performance of programs as mea-sured in the number of operations executed. Variable test cases are used to maintain functional correctness during evo-lution. The operation of locoGP is demonstrated on a num-ber of typically constructed “off-the-shelf ” hand-written im-plementations of sort and prefix-code programs. locoGP was able to find improvement opportunities in all test problems
Genetic Programming is an evolutionary computation technique which searches for those computer progr...
Some recent work in the field of Genetic Programming (GP) has been concerned with finding optimum re...
Genetic improvement (GI) is a young field of research on the cusp of transforming software developme...
This paper uses the GP paradigm to evolve linear genotypes (individuals) that consist of Java byte c...
Traditional genetic programming (GP) is typically not used to perform unrestricted evolution on enti...
Genetic programming (GP) is an automated method for creating a working computer program from a high-...
Genetic Programming (GP) is a technique which uses an evolutionary metaphor to automatically generat...
Software testing is necessary to ensure that the design and implementation of programs comply with t...
Stack-based genetic programming uses variable length, linear programs executing on a virtual stack m...
In evolutionary testing, meta-heuristic search techniques are used to generate high-quality test dat...
Genetic improvement (GI) is a young field of research on the cusp of transforming software developme...
A genetic algorithm code, JavaGenes, was written in Java and used to evolve pharmaceutical drug mole...
Genetic Programming is increasing in popularity as the basis for a wide range of learning algorithms...
Genetic Improvement is an evolutionary-based technique. Despite its relatively recent introduction, ...
This paper presents a Java based library designed to provide scientists and programmers with a frame...
Genetic Programming is an evolutionary computation technique which searches for those computer progr...
Some recent work in the field of Genetic Programming (GP) has been concerned with finding optimum re...
Genetic improvement (GI) is a young field of research on the cusp of transforming software developme...
This paper uses the GP paradigm to evolve linear genotypes (individuals) that consist of Java byte c...
Traditional genetic programming (GP) is typically not used to perform unrestricted evolution on enti...
Genetic programming (GP) is an automated method for creating a working computer program from a high-...
Genetic Programming (GP) is a technique which uses an evolutionary metaphor to automatically generat...
Software testing is necessary to ensure that the design and implementation of programs comply with t...
Stack-based genetic programming uses variable length, linear programs executing on a virtual stack m...
In evolutionary testing, meta-heuristic search techniques are used to generate high-quality test dat...
Genetic improvement (GI) is a young field of research on the cusp of transforming software developme...
A genetic algorithm code, JavaGenes, was written in Java and used to evolve pharmaceutical drug mole...
Genetic Programming is increasing in popularity as the basis for a wide range of learning algorithms...
Genetic Improvement is an evolutionary-based technique. Despite its relatively recent introduction, ...
This paper presents a Java based library designed to provide scientists and programmers with a frame...
Genetic Programming is an evolutionary computation technique which searches for those computer progr...
Some recent work in the field of Genetic Programming (GP) has been concerned with finding optimum re...
Genetic improvement (GI) is a young field of research on the cusp of transforming software developme...