Amir Parnianifard

University Putra Malaysia

Dr.

Selangor Darul Ehsan

Serdang, Selangor 43400

Malaysia

http://https://sites.google.com/site/aparnianifard/

SCHOLARLY PAPERS

6

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164

SSRN CITATIONS
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CROSSREF CITATIONS

1

Scholarly Papers (6)

1.

Recent Developments in Metamodel Based Robust Black-Box Simulation Optimization: An Overview

Decision Science Letters, vol. 8, no. 1, pp. 17-44
Number of pages: 39 Posted: 23 Jun 2018
University Putra Malaysia, University Putra Malaysia, University Putra Malaysia, University Putra Malaysia and Centre for Research Services, Institute of Management and Research Services (IPPP), University of Malaya (UM)University of Malaya (UM) - Department of Engineering Design and Manufacture
Downloads 86 (312,389)

Abstract:

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Simulation optimization, Robust design, Metamodel, Polynomial regression, Kriging, Computer experiments

2.

An Overview on Robust Design Hybrid Metamodeling: Advanced Methodology in Process Optimization Under Uncertainty

International Journal of Industrial Engineering Computations 9 (2018) 1–32
Number of pages: 32 Posted: 10 Aug 2018
University Putra Malaysia, University Putra Malaysia, University Putra Malaysia and University Putra Malaysia
Downloads 48 (422,069)

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Robust Design, Metamodeling, Uncertainty, Process Optimization

3.

Trade-Off in Robustness, Cost and Performance by a Multi-Objective Robust Production Optimization Method

International Journal of Industrial Engineering Computations 10 133–148, Forthcoming
Number of pages: 16 Posted: 10 Aug 2018
University Putra Malaysia, University Putra Malaysia, University Putra Malaysia and University Putra Malaysia
Downloads 23 (538,815)

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Robust Design, Loss Function, Uncertainty, Response Surface Methodology, Process Optimization

4.

Comparative Study of Metamodeling and Sampling Design for Expensive and Semi-Expensive Simulation Models Under Uncertainty

Number of pages: 62 Posted: 17 Jun 2019
University Putra Malaysia, University Putra Malaysia, University Putra Malaysia and University Putra Malaysia
Downloads 7 (643,182)

Abstract:

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metamodel, kriging, radial basis function, polynomial regression, simulation optimization, Latin hypercube sampling, orthogonal array

5.

Kriging-Assisted Robust Black-Box Simulation Optimization in Direct Speed Control of DC Motor Under Uncertainty

IEEE Transactions on Magnetics (Volume: 54, Issue: 7, July 2018) DOI:10.1109/TMAG.2018.2829767
Posted: 16 Jan 2019
Amir Parnianifard
University Putra Malaysia

Abstract:

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Uncertainty, Computational Modeling, Robustness, DC Motors, Optimization, Analytical Models, Mathematical Model

6.

Crossing Weighted Uncertainty Scenarios Assisted Distribution-Free Metamodel-Based Robust Simulation Optimization

Engineering with Computers, Forthcoming
Posted: 16 Jan 2019
Amir Parnianifard
University Putra Malaysia

Abstract:

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Metamodeling, Unknown distribution Kriging, Bootstrapping, Robust design Simulation, optimization Uncertainty