15 citations · 51 across the 26 of their papers we have counts for
3 papers · 2 filters
Optimal Technical Indicator-based Trading Strategies Using NSGA-II
P. Shanmukh Kali Prasad, Vadlamani Madhav, Ramanuj Lal +1
This paper proposes non-dominated sorting genetic algorithm-II (NSGA-II ) in the context of technical indicator-based stock trading, by finding optimal combinations of technical in…
Scalable Feature Subset Selection for Big Data using Parallel Hybrid Evolutionary Algorithm based Wrapper in Apache Spark
Yelleti Vivek, Vadlamani Ravi, Pisipati Radhakrishna
Owing to the emergence of large datasets, applying current sequential wrapper-based feature subset selection (FSS) algorithms increases the complexity. This limitation motivated us…
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…