This project presents example codes for finite-data analysis for device-independent (DI) randomness verification using probability estimation technique [1] and using the algorithms for constructing ...

Polynomial-Time Approximation Scheme (PTAS): An algorithm that for any given fixed ε > 0 finds a solution that is within a factor of (1 + ε) of the optimum in time polynomial in the input size.

Approximation and Online Algorithms. (2021). An Improved Approximation Bound for Minimum Weight Dominating Set on Graphs of Bounded Arboricity. Retrieved from http ...

Abstract: In this paper, a distributed stochastic approximation algorithm is studied. Applications of such algorithms include decentralized estimation, optimization, control or computing. The ...

A new approach, variable parameter recursive incremental estimation algorithm with local polynomial approximation is presented. This algorithm is particularly suitable for tracking time-varying ...

In this paper, we consider both nonadaptive and adaptive policies for Stochastic Orienteering. We present a constant-factor approximation algorithm for the nonadaptive version and an O(log log ...

Next, we will study algorithms for NP-hard problems whose solutions are guaranteed to be within some approximation factor of the best possible solutions. Such algorithms are often quite efficient and ...

The objective is to develop, train, and evaluate these models using meteorological inputs to estimate rainfall with high accuracy. 🧠 Methodology 🔹 Data Preprocessing & Feature Extraction Raw ...

The new technique, proposed by researchers in Pakistan, is claimed to estimate the voltage, current and temperature of a PV system without interrupting the power flow to load.