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1

Navneet kaur (1) Gurpreet Kaur(2)

Abstract:
There is a lot of importance of data science in today s era. Data Science is something which is related to data. Today , Data science is used in various fields. Such As It is used in fields like Business, Medical Field, Retail, Sports And Much more. Most of the big companies uses Data science to analyse the data such as Google, Amazon Etc. Various companies use and collect data various kind such as Raw Data , Structured Data , Unstructured Data. After that there is proper analyse of that data by the company.


12-28
2

DR. DEVENDRA PAL

Abstract:
This paper examines adaptive optimal control of service rates in tandem queueing systems subject to time-varying arrival demand. Formulating the problem as a continuous-time Markov decision process (MDP), we derive a policy iteration algorithm that yields service rate schedules minimising a discounted cost functional comprising queue length penalties and convex service cost terms over a finite horizon. To handle non-stationary arrivals, a Kalman-filter-based estimator tracks the latent demand process and feeds updated state information into a receding-horizon optimiser. Stability of the controlled network is established through a Lyapunov argument adapted for multi-stage fluid models. Numerical experiments on a three-stage tandem system show that the adaptive scheme reduces mean queue length by 34% and total operating cost by 22% relative to a statically optimised benchmark. The results hold under both Poisson and Markov-modulated arrival streams, with estimation error converging to acceptable levels within approximately three environment transition cycles.


29-36
3

Kamran Alam Khan

Abstract:
n-DIAMETER AND GEOMETRIC STRUCTURES IN GENERALIZED n-METRIC SPACES WITH AN APPLICATION


37-42
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