2 papers
cs.NE2021
Optimal Prediction Intervals for Macroeconomic Time Series Using Chaos and NSGA II
Vangala Sarveswararao, Vadlamani Ravi, Sheik Tanveer Ul Huq
In a first-of-its-kind study, this paper proposes the formulation of constructing prediction intervals (PIs) in a time series as a bi-objective optimization problem and solves it w…
cs.NE2020
Evolutionary Multi-Objective Optimization Framework for Mining Association Rules
Shaik Tanveer Ul Huq, Vadlamani Ravi
In this paper, two multi-objective optimization frameworks in two variants (i.e., NSGA-III-ARM-V1, NSGA-III-ARM-V2; and MOEAD-ARM-V1, MOEAD-ARM-V2) are proposed to find association…