Archive


Blog - posts for April 2021

Apr 22 2021

DECODER Year 2 Project Review

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The remote review with 33 attendees is focused on 2020 collaborative activities in the consortium with some outlook for 2021 planned actions.
In time of uncertainty, the distributed task force with seven European partners was able to pursue the DECODER platform development including software tools, documentation, and test cases.

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Apr 20 2021

Adaptation of Cartesian Genetic Programming for Automatic Repair of Software Regression Faults

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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.