Logo

Download

Title:
A Mathematical Approach to Ullmann Reaction: ANFIS Computing of a Chemical Retrial Queue Model under Hybrid Vacation
Authors:
N. Micheal Mathavavisakan, K. Indhira
doi:
Volume
93
Issue
1
Year
2025
Pages
99-128
Abstract Herein, we developed the first report on the chemical retrial queue and hybrid vacation process for the significant Ullmann coupling for enhanced high-throughput reaction discovery. The problem of controlling the waiting time for chemical retrials is addressed here. We incorporated the supplementary variables method (SVT) and generated the steady-state probability generating function (PGF) for system size and orbit size. Important cases are outlined, and a few key metrics are utilized to evaluate system performance. Additionally, the impact of changing certain system parameters has also been analyzed via numerical examples. One particularly interesting aspect of this research is the comparison of neuro-fuzzy technique results with validation results utilizing the "adaptive neuro-fuzzy inference system" (ANFIS).

Back