Improved combined mutation clonal selection algorithm

• Main Authors: Paw J.K.S., Hen C.K., Yan K.W., Ann Y.S.
• Other Authors: 22951210700
• Format: Conference paper
• Published: 2023
• Subjects: Clonal Selection Algorithm; Exploration and Exploitation; Fast Convergence; Clone cells; Cauchy mutation; Cell repair; Clonal selection; Clonal selection algorithms; Dynamic mutation; Exploration and exploitation; Fast convergence; Gaussians; Multi-modal; Mutation strategy; Optimization algorithms; Test functions; Unimodal; Evolutionary algorithms
• Institution: Universiti Tenaga Nasional

In this paper, the performance of a clonal selection optimization algorithm implementing a combined mutation strategy using Gaussian and Cauchy mutations was further improved with the addition of two new operators, namely the Cell Repair Operator (CPO) and Dynamic Mutation Size Operator (DMSO). The...