A
Amit Kumar Rathi
Researcher at Indian Institute of Technology, Jodhpur
Publications - 8
Citations - 69
Amit Kumar Rathi is an academic researcher from Indian Institute of Technology, Jodhpur. The author has contributed to research in topics: Sparse grid & Random field. The author has an hindex of 2, co-authored 7 publications receiving 46 citations. Previous affiliations of Amit Kumar Rathi include Indian Institute of Technology Guwahati.
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Dimension adaptive finite difference decomposition using multiple sparse grids for stochastic computation
TL;DR: Two different meta-model based approaches are presented in this study using high dimensional model representation (HDMR) for efficient stochastic computation and a dimension adaptive multiple finite difference HDMR (dAMFD- HDMR) is proposed utilizing sensitivity analysis to improve the efficiency and accuracy.
Proceedings ArticleDOI
Mls based sequential srsm in sparse grid framework for efficient uncertainty quantification
TL;DR: A sequentially evolving stochastic response surface using Hermite family of orthogonal polynomials whose support points are generated in sparse grid framework is developed using Monte-Carlo simulation or its advance version.
Journal ArticleDOI
Modified Particle Swarm Optimization Based on Aging Leaders and Challengers Model for Task Scheduling in Cloud Computing
Shikha Chaudhary,Vijay Sharma,Rannvijay Narayan Thakur,Amit Kumar Rathi,Pramendra Kumar Verma and Raj Kumar,Sachin Sharma +5 more
TL;DR: In this paper , a modified particle swarm optimization (PSO) is used to allocate the jobs to virtual machines in order to minimize the objective function consisting of cost and makespan.