Adaptive Magnetic Hamiltonian Monte Carlo

Magnetic Hamiltonian Monte Carlo (MHMC) is a Markov Chain Monte Carlo method that expands on Hamiltonian Monte Carlo (HMC) by adding a magnetic field to Hamiltonian dynamics. This magnetic field offers a great deal of flexibility over HMC and encourages more efficient exploration of the target poste...

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Bibliographic Details
Main Authors: Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala
Format: article
Language:EN
Published: IEEE 2021
Subjects:
Online Access:https://doaj.org/article/11741b05895b4cef99bef5d3b1f5ec8a
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