Keyword

simulation-based optimization

Description: Simulation-based optimization is a computational method that combines simulation models with optimization algorithms to identify effective decisions in complex systems.

Primary topic: Simulation Techniques and Applications (24%)

Wikidata ID: wiki/Q25304881

OpenAlex ID: keywords/simulation-optimization

Computer Simulation Using Particles

1988 · R.W Hockney, J.W Eastwood · CRC Press eBooks · 4,386

A review on simulation-based optimization methods applied to building performance analysis

2013 · Anh-Tuan Nguyen, Sigrid Reiter, et al. · Applied Energy · 1,373

Kriging Models for Global Approximation in Simulation-Based Multidisciplinary Design Optimization

2001 · Timothy W. Simpson, Timothy M. Mauery, et al. · AIAA Journal · 1,083

Stochastic First- and Zeroth-Order Methods for Nonconvex Stochastic Programming

2013 · Saeed Ghadimi, Guanghui Lan · SIAM Journal on Optimization · 1,040

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Micropower System Modeling with Homer

2005 · Tom Lambert, Paul Gilman, et al. · 860

Feature Article: Optimization for simulation: Theory vs. Practice

2002 · Michael C. Fu · INFORMS journal on computing · 742

Data-Driven Evolutionary Optimization: An Overview and Case Studies

2018 · Yaochu Jin, Handing Wang, et al. · IEEE Transactions on Evolutionary Computation · 688

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Optimization of computer simulation models with rare events

1997 · Reuven Y. Rubinstein · European Journal of Operational Research · 682

Non-linear optimization of biochemical pathways: applications to metabolic engineering and parameter estimation.

1998 · P Mendes, D Kell · Bioinformatics · 676

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Toward a Digital Twin for real-time geometry assurance in individualized production

2017 · Rikard Söderberg, Kristina Wärmefjord, et al. · CIRP Annals · 638

Numerical Optimization of Computer Models

1982 · Arabinda Tripathy, Hans-Paul Schwefel · Journal of the Operational Research Society · 615

Simulation optimization: a review of algorithms and applications

2015 · Satyajith Amaran, Nikolaos V. Sahinidis, et al. · Annals of Operations Research · 545

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Global change and the groundwater management challenge

2015 · Steven M. Gorelick, Chunmiao Zheng · Water Resources Research · 509

Optimization for Simulation: Theory vs. Practice

2002 · Michael C. Fu · 506

A methodology for fitting and validating metamodels in simulation1Two anonymous referees' comments on the first draft lead to an improved organization of our paper.1

2000 · Jack P.C. Kleijnen, Robert G. Sargent · European Journal of Operational Research · 491

Surrogates

2020 · Robert B. Gramacy · Chapman & Hall/CRC eBooks · 476

Simulation–Optimization Modeling: A Survey and Potential Application in Reservoir Systems Operation

2009 · Deepti Rani, Maria Madalena Moreira · Water Resources Management · 460

Learning surrogate models for simulation‐based optimization

2014 · Alison Cozad, Nikolaos V. Sahinidis, et al. · AIChE Journal · 456

A fully sequential procedure for indifference-zone selection in simulation

2001 · Seong-Hee Kim, Barry L. Nelson · ACM Transactions on Modeling and Computer Simulation · 422

A review of simheuristics: Extending metaheuristics to deal with stochastic combinatorial optimization problems

2015 · Angel A. Juan, Javier Faulin, et al. · Operations Research Perspectives · 419

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Optimization via simulation: A review

1994 · Michael C. Fu · Annals of Operations Research · 418

Handbook of Simulation Optimization

2014 · Michael C Fu · International series in management science/operations research/International series in operations research & management science · 411

Covering models and optimization techniques for emergency response facility location and planning: a review

2011 · Xueping Li, Zhaoxia Zhao, et al. · Mathematical Methods of Operations Research · 383

Simulation optimization for an emergency department healthcare unit in Kuwait

2008 · Mohamed A. Ahmed, Talal M. Alkhamis · European Journal of Operational Research · 383

Discrete Event Systems: Sensitivity Analysis and Stochastic Optimization by the Score Function Method

1995 · Jason H. Goodfriend, Reuven Y. Rubinstein, et al. · Technometrics · 383

Works count: 11,150

Citation count: 147,800