Applied Mathematics, Management Science and Operations Research, Artificial Intelligence, Control and Optimization
6
Scopus Publications
17
Scholar Citations
3
Scholar h-index
Scopus Publications
Artificial neural network approach in design of queueing models C. Yuvarani, C. Vijayalakshmi Stochastic Processes and their Applications in Artificial Intelligence, 2023 Queues are encountered in many different fields in day-to-day life. Waiting in queue for service is unpleasant and annoying for the customer. Many researchers developed advanced queueing models to minimise the waiting time of customers in the line. But it is not easy to forecast the waiting time of a customer in an advanced queueing system as it involves more complexity. Artificial neural networks can be applied to simulate the queueing system so that the difficulties encountered by using the classical approach can be overcome. In this chapter, trained neural network is used for predicting the waiting time of each customer. Also, an attempt has been made to provide sufficient information about the work done on queues using machine learning, and an ANN model is developed in order to simulate M/M/S queueing model.
Analysis of multistage M[X]/GK/1 queue with different server’s interruptions and its application in energy consumption C. Yuvarani, C. Vijayalakshmi International Journal of Ambient Energy, 2020 In this paper, we consider multistage batch arrival, batch service (fixed batch size) queue having multiple vacation policy subject to server breakdown with the delayed repair. In addition, the server may extend the vacation at each vacation completion points and the server may renege during vacation and breakdown periods. Using the supplementary variable technique, transient and its corresponding steady-state solutions are derived. The results obtained are comprehended by using a numerical example.
Designand analysis on generalbulk queueing modelsand its applications Journal of Combinatorial Mathematics and Combinatorial Computing, 2020
M[x]/G/1 multistage queue with stand-by server during main server’s interruptions Yuvarani Chandrasekaran, Vijayalakshmi C Indonesian Journal of Electrical Engineering and Computer Science, 2018 <p>This paper investigates a multistage batch arrival queue with different server interruptions and a second server replaces the main server during the interruptions. The different server interruptions are assumed to be: multiple vacation, extended vacation, breakdown with delay time and server under two phases of repair. Customers are assumed to arrive in batches according to Poisson process and a single server provides service to the customers. When the main server is inactive due to the interruptions, stand-by server provide service to the arrivals. In addition, customers may renege during server breakdown or during server vacation due to impatience. Transient solution and the corresponding steady state solution is derived using supplementary variable technique.</p>
Multistage M[x]/Gk/1 queue with unreliable server having multiple vacation and reneging Journal of Advanced Research in Dynamical and Control Systems, 2018
Matrix - Based Encryption: A Python – Driven Approach to Data Protection C Yuvarani, A Ajitha, S Yasothei 2025 Multimedia University Engineering Conference (MECON), IEEE Xplore , 2025 2025
Graph Theory-Based Encryption Using Vertex Odd Mean Labeling and Topological Indices C Yuvarani, S Sowmiyah Two Days International Conference on Advances in Applied Sciences … , 2025 2025
Blended mode of Teaching and Learning Process C Yuvarani, S Sowmiyah, K Kavitha SIRJANA Journal (UGC Care List) 54 (2), 1 - 12 , 2024 2024
Artificial neural network approach in design of queueing models C Yuvarani, C Vijayalakshmi Stochastic Processes and Their Applications in Artificial Intelligence, 23-38 , 2023 2023 Citations: 6
Simulation of Batch Arrival Queueing Model Using Artificial Neural Network C. Yuvarani , C. Vijayalakshmi Purakala 32 (1), 280-286 , 2023 2023
Analysis of multistage M [X] /G K /1 queue with different server’s interruptions and its application in energy consumption C Yuvarani, C Vijayalakshmi International Journal of Ambient Energy 41 (6), 691-698 , 2020 2020 Citations: 4
Design and Analysis of General Bulk Queueing Model and its Applications C .Yuvarani , C. Vijayalakshmi Journal of Combinatorial Mathematics and Combinatorial Computing 112, 193-212 , 2020 2020
M[X]/G/1 Multistage Queue with Stand-by Server During Main Server’s Interruptions C. Yuvarani , C. Vijayalakshmi Indonesian Journal of Electrical Engineering and Computer Science 11 (1 … , 2018 2018 Citations: 3
Multistage M[X]/G(K)/1 queue with unreliable Server having Multiple Vacation and Reneging C. Yuvarani , C. Vijayalakshmi Journal of Advanced Research in Dynamical and Control Systems 10 (1), 343-348 , 2018 2018 Citations: 2
Multistage Batch Arrival Queue with Different Server Vacations having Restricted Admissibility and Reneging C. Yuvarani , C. Vijayalakshmi Global Journal of pure and Applied Mathematics 12 (3), 445-449 , 2016 2016
M[X]/G/1 MULTISTAGE QUEUE WITH RENEGING DURING VACATION AND BREAKDOWN PERIODS AND SECOND OPTIONAL REPAIR C. Yuvarani , C. Vijayalakshmi International Journal of Pure and Applied Mathematics 109 (7), 59-66 , 2016 2016 Citations: 2
MOST CITED SCHOLAR PUBLICATIONS
Artificial neural network approach in design of queueing models C Yuvarani, C Vijayalakshmi Stochastic Processes and Their Applications in Artificial Intelligence, 23-38 , 2023 2023 Citations: 6
Analysis of multistage M [X] /G K /1 queue with different server’s interruptions and its application in energy consumption C Yuvarani, C Vijayalakshmi International Journal of Ambient Energy 41 (6), 691-698 , 2020 2020 Citations: 4
M[X]/G/1 Multistage Queue with Stand-by Server During Main Server’s Interruptions C. Yuvarani , C. Vijayalakshmi Indonesian Journal of Electrical Engineering and Computer Science 11 (1 … , 2018 2018 Citations: 3
Multistage M[X]/G(K)/1 queue with unreliable Server having Multiple Vacation and Reneging C. Yuvarani , C. Vijayalakshmi Journal of Advanced Research in Dynamical and Control Systems 10 (1), 343-348 , 2018 2018 Citations: 2
M[X]/G/1 MULTISTAGE QUEUE WITH RENEGING DURING VACATION AND BREAKDOWN PERIODS AND SECOND OPTIONAL REPAIR C. Yuvarani , C. Vijayalakshmi International Journal of Pure and Applied Mathematics 109 (7), 59-66 , 2016 2016 Citations: 2
Matrix - Based Encryption: A Python – Driven Approach to Data Protection C Yuvarani, A Ajitha, S Yasothei 2025 Multimedia University Engineering Conference (MECON), IEEE Xplore , 2025 2025
Graph Theory-Based Encryption Using Vertex Odd Mean Labeling and Topological Indices C Yuvarani, S Sowmiyah Two Days International Conference on Advances in Applied Sciences … , 2025 2025
Blended mode of Teaching and Learning Process C Yuvarani, S Sowmiyah, K Kavitha SIRJANA Journal (UGC Care List) 54 (2), 1 - 12 , 2024 2024
Simulation of Batch Arrival Queueing Model Using Artificial Neural Network C. Yuvarani , C. Vijayalakshmi Purakala 32 (1), 280-286 , 2023 2023
Design and Analysis of General Bulk Queueing Model and its Applications C .Yuvarani , C. Vijayalakshmi Journal of Combinatorial Mathematics and Combinatorial Computing 112, 193-212 , 2020 2020
Multistage Batch Arrival Queue with Different Server Vacations having Restricted Admissibility and Reneging C. Yuvarani , C. Vijayalakshmi Global Journal of pure and Applied Mathematics 12 (3), 445-449 , 2016 2016