Hybrid artificial immune system-genetic algorithm optimization based on mathematical test functions

• Main Authors: Ali M.O., Koh S.P., Chong K.H., Yap D.F.W.
• Other Authors: 55470919300
• Format: Conference paper
• Published: 2023
• Subjects: Artificial immune system (AIS); Genetic algorithm (GA) optimization mathematical test functions; Hybrid; Engineering research; Functions; Immunology; Innovation; Optimization; Test facilities; Artificial Immune System; Convergence rates; Genetic-algorithm optimizations; Hybrid techniques; Local searching; Minimum value; Optimization method; Stand -alone; Standard solutions; Test functions; Genetic algorithms
• Institution: Universiti Tenaga Nasional

This paper demonstrates a hybrid between two optimization methods that are Artificial Immune System (AIS) and Genetic Algorithm (GA). The capability of overcoming the shortcomings of individual algorithms without losing their advantages makes the hybrid techniques superior to the stand-alone ones ba...