K satisfiability programming by using estimation of distribution algorithm in Hopfield neural network

• Main Authors: Ahmad Rasli, Norul Fazira, Mohd. Kasihmuddin, Mohd. Shareduwan, Mansor, Mohd. Asyraf, Md. Basir, Md. Faisal, Sathasivam, Saratha
• Format: Conference or Workshop Item
• Language: English
• Published: 2020
• Subjects: QA Mathematics
• Online Access: http://eprints.utm.my/id/eprint/90425/1/MdFaisalMd2020_KSatisfiabilityProgrammingbyUsingEstimation.pdf; http://eprints.utm.my/id/eprint/90425/; http://dx.doi.org/10.1063/5.0018263
• Institution: Universiti Teknologi Malaysia

Hopfield Neural Network (HNN) is a sort of neural network that is strongly dependent to energy minimization of solution. Although HNN managed to solve various optimization problem, the output of HNN suffered from a lack of interpretability and variation. This has severely limited the practical usabi...