Statistical tools for simulation practitioners

Steady-state simulation of queueing processes: survey of problems and solutions

ACM Computing Surveys (CSUR)

Efficient estimation of cell blocking probability for ATM systems

IEEE/ACM Transactions on Networking (TON)

Validation and verification of simulation models

WSC '92 Proceedings of the 24th conference on Winter simulation

Factor screening of multiple responses

WSC '92 Proceedings of the 24th conference on Winter simulation

Metamodels for simulation input-output relations

WSC '92 Proceedings of the 24th conference on Winter simulation

Analysis of output data

WSC '94 Proceedings of the 26th conference on Winter simulation

Verification and validation of simulation models

WSC '94 Proceedings of the 26th conference on Winter simulation

Experimental designs for simulation

WSC '94 Proceedings of the 26th conference on Winter simulation

Metamodeling: a state of the art review

WSC '94 Proceedings of the 26th conference on Winter simulation

Finding stable system designs: a reverse simulation technique

Communications of the ACM

A tutorial on design and analysis of simulation experiments

WSC '95 Proceedings of the 27th conference on Winter simulation

Sensitivity analysis and optimization in simulation: design of experiments and case studies

WSC '95 Proceedings of the 27th conference on Winter simulation

On the simultaneous construction of sample paths

WSC '95 Proceedings of the 27th conference on Winter simulation

Working smarter when developing linear simulation metamodels

WSC '95 Proceedings of the 27th conference on Winter simulation

Metamodel applications using TERSM

WSC '95 Proceedings of the 27th conference on Winter simulation

Statistical issues in simulation

WSC '96 Proceedings of the 28th conference on Winter simulation

Verifying and validating simulation models

WSC '96 Proceedings of the 28th conference on Winter simulation

Statistical analysis of output processes

WSC '93 Proceedings of the 25th conference on Winter simulation

Five-stage procedure for the evaluation of simulation models through statistical techniques

WSC '96 Proceedings of the 28th conference on Winter simulation

Validation of trace-driven simulation models: regression analysis revisited

WSC '96 Proceedings of the 28th conference on Winter simulation

Hierarchical modeling for discrete event simulation (panel)

WSC '93 Proceedings of the 25th conference on Winter simulation

A simulation of synchronous manufacturing at a naval aviation depot

WSC '93 Proceedings of the 25th conference on Winter simulation

Application of a 2-stage group-screening design to a whole-line semiconductor manufacturing simulation model

WSC '96 Proceedings of the 28th conference on Winter simulation

Regression metamodels and design of experiments

WSC '96 Proceedings of the 28th conference on Winter simulation

Introduction to modeling and simulation

Proceedings of the 29th conference on Winter simulation

Statistical analysis of simulation output

Proceedings of the 29th conference on Winter simulation

Using response surface methodology to link force structure budgets to campaign objectives

Proceedings of the 29th conference on Winter simulation

Verification and validation of simulation models

Proceedings of the 30th conference on Winter simulation

Simulation metamodels

Proceedings of the 30th conference on Winter simulation

Identifying important factors in deterministic investment problems using design of experiments

Proceedings of the 30th conference on Winter simulation

Simulation model verification and validation

WSC '91 Proceedings of the 23rd conference on Winter simulation

Combat Vehicle Reliability Assessment Simulation Model (CVRASM)

WSC '91 Proceedings of the 23rd conference on Winter simulation

Research issues in metamodeling

WSC '91 Proceedings of the 23rd conference on Winter simulation

Analysis of simulation output to compare alternatives (tutorial)

WSC '88 Proceedings of the 20th conference on Winter simulation

Some extentions and limitations of frequency domain experiments

WSC '88 Proceedings of the 20th conference on Winter simulation

An overview of verification and validation of simulation models

WSC '87 Proceedings of the 19th conference on Winter simulation

Optimization of simulation responses in a multicomputing environment

WSC '87 Proceedings of the 19th conference on Winter simulation

Performance evaluation of interconnection networks in multiprocessor systems

ANSS '86 Proceedings of the 19th annual symposium on Simulation

ABC's of output analysis

Proceedings of the 31st conference on Winter simulation: Simulation---a bridge to the future - Volume 1

Validation and verification of simulation models

Proceedings of the 31st conference on Winter simulation: Simulation---a bridge to the future - Volume 1

An asymptotic allocation for simultaneous simulation experiments

Proceedings of the 31st conference on Winter simulation: Simulation---a bridge to the future - Volume 1

Comparison of a two-stage group-screening design to a standard 2k-p design for a whole-line semiconductor manufacturing simulation model

Proceedings of the 31st conference on Winter simulation: Simulation---a bridge to the future - Volume 1

Validation of models: statistical techniques and data availability

Proceedings of the 31st conference on Winter simulation: Simulation---a bridge to the future - Volume 1

Using experimental design to improve the efficiency of simulation modeling — a manufacturing perspective

WSC' 90 Proceedings of the 22nd conference on Winter simulation

Statistics and deterministic simulation models: why not?

WSC' 90 Proceedings of the 22nd conference on Winter simulation

Use of common random numbers in comparing alternatives

WSC' 90 Proceedings of the 22nd conference on Winter simulation

Simulation and regression: dealing with the assumption of a common error variance

WSC' 90 Proceedings of the 22nd conference on Winter simulation

Interactive simulation (panel session)

WSC' 90 Proceedings of the 22nd conference on Winter simulation

Ammunition upload and deployment V2.0: a simulation analysis

WSC' 90 Proceedings of the 22nd conference on Winter simulation

Verification, validation, and accreditation: verification, validation, and accreditation of simulation models

Proceedings of the 32nd conference on Winter simulation

Statistical tools for simulation design and analysis I: finding important independent variables through screening designs: a comparison of methods

Proceedings of the 32nd conference on Winter simulation

Evaluation of the effectiveness of group screening methods as compared to no group screening

Proceedings of the 32nd conference on Winter simulation

Output modeling: abc's of output analysis

Proceedings of the 33nd conference on Winter simulation

Design of experiments: designing simulation experiments

Proceedings of the 33nd conference on Winter simulation

Sensitivity analysis of censored output through polynomial, logistic, and tobit regression meta-models: theory and case study

Proceedings of the 33nd conference on Winter simulation

The design of a web-based training system for simulation analysis

Proceedings of the 33nd conference on Winter simulation

Efficient Evaluation of Multifactor Dependent System Performance Using Fractional Factorial Design

IEEE Transactions on Software Engineering

Simulation experiments: designing simulation experiments

Proceedings of the 34th conference on Winter simulation: exploring new frontiers

Simulation input analysis: collecting data and estimating parameters for input distributions

Proceedings of the 34th conference on Winter simulation: exploring new frontiers

Practice: why initial conditions are important

Proceedings of the 34th conference on Winter simulation: exploring new frontiers

Verification and validation: verification and validation of simulation models

Proceedings of the 35th conference on Winter simulation: driving innovation

Issues on simulation and optimization I: optimal experimental design for systems involving both quantitative and qualitative factors

Proceedings of the 35th conference on Winter simulation: driving innovation

Issues on simulation and optimization II: robust hybrid designs for real-time simulation trials

Proceedings of the 35th conference on Winter simulation: driving innovation

Validation and verification of simulation models

WSC '04 Proceedings of the 36th conference on Winter simulation

Designing simulation experiments

WSC '04 Proceedings of the 36th conference on Winter simulation

Using Morris' randomized OAT design as a factor screening method for developing simulation metamodels

WSC '04 Proceedings of the 36th conference on Winter simulation

Issues in development of simultaneous forward-inverse metamodels

WSC '05 Proceedings of the 37th conference on Winter simulation

Enhancing user understanding in a decision support system: a theoretical basis and framework

Journal of Management Information Systems

White noise assumptions revisited: regression metamodels and experimental designs in practice

Proceedings of the 38th conference on Winter simulation

State-of-the-Art Review: A User's Guide to the Brave New World of Designing Simulation Experiments

INFORMS Journal on Computing

Optimization of systems with multiple performance measures via simulation: Survey and recommendations

Computers and Industrial Engineering

Verification and validation of simulation models

Proceedings of the 39th conference on Winter simulation: 40 years! The best is yet to come

Regression models and experimental designs: a tutorial for simulation analysts

Proceedings of the 39th conference on Winter simulation: 40 years! The best is yet to come

Design of experiments on neural network's training for nonlinear time series forecasting

Neurocomputing

Verification and validation of simulation models

Proceedings of the 40th Conference on Winter Simulation

Multi-echelon supply chain simulation using metamodel

Proceedings of the 40th Conference on Winter Simulation

An approach to analyzing the need for meta-level communication

IJCAI'93 Proceedings of the 13th international joint conference on Artifical intelligence - Volume 1

Comparing multiple criteria decision methods to extend a geographical information system on afforestation

Computers and Electronics in Agriculture

Metamodeling approach to predict friction factor of alluvial channel

Computers and Electronics in Agriculture

Optimal elevator group control by evolution strategies

GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartII

A systematic comparison of metamodeling techniques for simulation optimization in Decision Support Systems

Applied Soft Computing

A one-shot dynamic coordination algorithm for distributed sensor networks

AAAI'93 Proceedings of the eleventh national conference on Artificial intelligence

A comparative study of metamodeling methods considering sample quality merits

Structural and Multidisciplinary Optimization

Original paper: Incipient motion design of sand bed channels affected by bed suction

Computers and Electronics in Agriculture

Verification and validation of simulation models

Winter Simulation Conference

Kriging metamodel with modified nugget-effect: The heteroscedastic variance case

Computers and Industrial Engineering

Equilibrium estimation based on unreliable information in transport networks by adaptive simulation

International Journal of Advanced Intelligence Paradigms

Parallel stochastic simulations with rigorous distribution of pseudo-random numbers with DistMe: Application to life science simulations

Concurrency and Computation: Practice & Experience

Use of artificial neural network simulation metamodelling to assess groundwater contamination in a road project

Mathematical and Computer Modelling: An International Journal

Simulation factor screening using cross-spectral methods

Operations Research Letters

A comparison of frequency domain methodology and conventional factor screening methods

Operations Research Letters

A method of confidence interval construction for simulation output analysis

Operations Research Letters

Model driven reverse engineering for a grassland model with design of experiments in the context of climate change

Proceedings of the 2011 Grand Challenges on Modeling and Simulation Conference

Registrar: a complete-memory operator to enhance performance of genetic algorithms

Journal of Global Optimization

Metamodeling of simulations consisting of time series inputs and outputs

Proceedings of the Winter Simulation Conference

Verification and validation of simulation models

Proceedings of the Winter Simulation Conference

Optimizing surgery start times for a single operating room via simulation

Proceedings of the Winter Simulation Conference

Verification and validation of simulation models

Proceedings of the Winter Simulation Conference

A framework for input uncertainty analysis

Proceedings of the Winter Simulation Conference

Towards vulnerability minimization of grassland soil organic matter using metamodels

Environmental Modelling & Software