Software testing optimization for large systems using agent-based and NSGA-II algorithms

• Main Authors: Jamil, Muhammad Abid, Nour, Mohamed Kidher, Awang Abu Bakar, Normi Sham
• Format: Article
• Language: English
• Published: Tech Science Publications 2023
• Subjects: T10.5 Communication of technical information
• Online Access: http://irep.iium.edu.my/106153/7/106153_Software%20testing%20optimization%20for%20large%20systems.pdf; http://irep.iium.edu.my/106153/; https://aircconline.com/csit/papers/vol13/csit131204.pdf

The multiobjective optimization problem is addressed in this article using a novel evolutionary technique to find a global solution in the Pareto form. The proposed work is innovative because it applies an evolutionary multi-agent system (EMAS) and NSGA-II from various traditional evolutionary metho...