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Blog - Readings - posts for April 2021
Apr 20 2021
Apr 20, 2021,
Adaptation of Cartesian Genetic Programming for Automatic Repair of Software Regression Faults
Title: CGenProg: Adaptation of cartesian genetic programming with migration and opposite guesses for automatic repair of software regression faults
Authors: Alireza Khalilian, Ahmad Baraani-Dastjerdi, Bahman Zamani
Journal: Expert Systems with Applications
Date: 1 May 2021
Read the full paper
Highlights
- CGenProg proposed for automatic repair of software regression faults in Java programs.
- Cartesian genetic programming as the core evolutionary algorithm was adapted and modified.
- Biogeography-based optimization (migration) as the crossover was adapted.
- Opposition-based learning (opposite guesses) as the mutation was adapted.