A hybrid artificial immune systems for multimodal function optimization and its application in engineering problem

• Main Authors: Yap D.F.W., Koh S.P., Tiong S.K., Prajindra S.K.
• Other Authors: 22952562500
• Format: Article
• Published: 2023
• Subjects: Artificial immune system; Diversity; Engineering problem; Optimization; Particle swarm optimization; Approximation theory; Functions; Particle swarm optimization (PSO); Artificial Immune System; Convergence rates; Engineering problems; Local searching; Mathematical functions; Multimodal function optimization; Optimization problems; Rate of convergence; Problem solving
• Institution: Universiti Tenaga Nasional

Lately, the field of Artificial Immune Systems (AIS) has attracted wide attention among researchers as the algorithm is able to improve local searching ability and efficiency. However, the rate of convergence for AIS is rather slow as compared to other Evolutionary Algorithms. Alternatively, Particl...