Artificial immune system based on hybrid and external memory for mathematical function optimization

• Main Authors: Yap D.F.W., Koh S.P., Tiong S.K.
• Other Authors: 22952562500
• Format: Conference Paper
• Published: 2023
• Subjects: affinity maturation; antibody; antigen; clonal selection; mutation; Algorithms; Antibodies; Functions; Immunology; Information science; Affinity maturation; Artificial Immune System; Clonal selection; Clonal selection algorithms; Complex optimization; External memory; Global searching ability; Global searching capabilities; Hyper mutation; Mathematical functions; Nature-inspired algorithms; Optimization problems; Other algorithms; Particle swarm optimization (PSO)
• Institution: Universiti Tenaga Nasional

Artificial immune system (AIS) is one of the nature-inspired algorithm for optimization problem. In AIS, clonal selection algorithm (CSA) is able to improve global searching ability. However, the CSA convergence and accuracy can be further improved because the hypermutation in CSA itself cannot alwa...