Exploring a Q-learning-based chaotic naked mole rat algorithm for S-box construction and optimization

• Main Authors: Kamal Zuhairi, Zamli, Din, Fakhrud, Alhadawi, Hussam S.
• Format: Article
• Language: English; English
• Published: Springer Science and Business Media Deutschland GmbH 2023
• Subjects: QA75 Electronic computers. Computer science; QA76 Computer software; T Technology (General); TA Engineering (General). Civil engineering (General)
• Online Access: http://umpir.ump.edu.my/id/eprint/40759/1/Exploring%20a%20Q-learning-based%20chaotic%20naked%20mole%20rat%20algorithm.pdf; http://umpir.ump.edu.my/id/eprint/40759/2/Exploring%20a%20Q-learning-based%20chaotic%20naked%20mole%20rat%20algorithm%20for%20S-box%20construction%20and%20optimization_ABS.pdf; http://umpir.ump.edu.my/id/eprint/40759/; https://doi.org/10.1007/s00521-023-08243-3; https://doi.org/10.1007/s00521-023-08243-3

This paper introduces a new variant of the metaheuristic algorithm based on the naked mole rat (NMR) algorithm, called the Q-learning naked mole rat algorithm (QL-NMR), for substitution box construction and optimization. Unlike most competing works (which typically integrate a single chaotic map int...