Empirical model-building and response surface

Design for manufacturability and yield

DAC '89 Proceedings of the 26th ACM/IEEE Design Automation Conference

An Adaptive Algorithm to Ensure Differential Service in a Token-Ring Network

IEEE Transactions on Computers

An integrated approach to realistic worst-case design optimization of MOS analog circuits

DAC '92 Proceedings of the 29th ACM/IEEE Design Automation Conference

Metamodels for simulation input-output relations

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

Using central composite designs in simulation experiments

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

Sequential experimental designs for simulation metamodeling

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

The spatial correlation function approach to response surface estimation

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

Force allocation through constrained optimization of stochastic response surfaces

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

A sequential experimental design procedure for the estimation of first- and second-order simulation metamodels

ACM Transactions on Modeling and Computer Simulation (TOMACS)

ABC: a better control for manufacturing

IBM Journal of Research and Development

The Robust Sequential Estimator: A General Approach and its Application to Surface Organization in Range Data

IEEE Transactions on Pattern Analysis and Machine Intelligence

Testing of analog systems using behavioral models and optimal experimental design techniques

ICCAD '94 Proceedings of the 1994 IEEE/ACM international conference on Computer-aided design

A robust design tutorial

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

Comparison of analysis strategies for screening designs in large-scale computer simulation models

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

Fitting a mixture-based response surface using computer simulation

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

An assigned probability technique to derive realistic worst-case timing models of digital standard cells

DAC '95 Proceedings of the 32nd annual ACM/IEEE Design Automation Conference

The use of variance reduction techniques in the estimation of simulation metamodels

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

Response surface methodology and its application in simulation

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

Sensitivity analysis of a large-scale transportation simulation using design of experiments and factor analysis

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

Macromodeling of the A.C. characteristics of CMOS Op-amps

ICCAD '93 Proceedings of the 1993 IEEE/ACM international conference on Computer-aided design

Accurate and efficient macromodel of submicron digital standard cells

DAC '97 Proceedings of the 34th annual Design Automation Conference

Latin Hypercube Sampling Monte Carlo Estimation of AverageQuality Index for Integrated Circuits

Analog Integrated Circuits and Signal Processing - Special issue: analog design issues in digital VSLI circuits and systems

Covalidation of dissimilarly structured models

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

Sample complexity of model-based search

COLT' 98 Proceedings of the eleventh annual conference on Computational learning theory

Simulation metamodels

Proceedings of the 30th conference on Winter simulation

Designing Optimal Sequential Experiments for a Bayesian Classifier

IEEE Transactions on Pattern Analysis and Machine Intelligence

Research issues in metamodeling

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

Some extentions and limitations of frequency domain experiments

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

Designing simulation experiments

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

Statistical methods for sensitivity and performance analysis in computer experiments

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

Statistics and deterministic simulation models: why not?

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

System identification using frequency domain methodology

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

Robust Design of Basic Low Voltage CMOS Transconductors

Journal of VLSI Signal Processing Systems - Mixed-signal design issues

Robust Design of Basic Low Voltage CMOS Transconductors

Analog Integrated Circuits and Signal Processing - Special issue on mixed-signal design issues

Statistical Design of Low Power Square-Law CMOS Cells for High Yield

Analog Integrated Circuits and Signal Processing

A method for linking process-level variability to system performances

ASP-DAC '00 Proceedings of the 2000 Asia and South Pacific Design Automation Conference

Active learning in neural networks

New learning paradigms in soft computing

Design of experiments: experimental design for simulation

Proceedings of the 32nd conference on Winter simulation

Design of experiments: robust design: seeking the best of all possible worlds

Proceedings of the 32nd conference on Winter simulation

A framework for Response Surface Methodology for simulation optimization

Proceedings of the 32nd conference on Winter simulation

Low cost response surface methods for and from simulation optimization

Proceedings of the 32nd conference on Winter simulation

Analyzing transformation-based simulation metamodels

Proceedings of the 32nd conference on Winter simulation

Understanding the impact of equipment and process changes with a heterogeneous semiconductor manufacturing simulation environment

Proceedings of the 32nd conference on Winter simulation

An efficient optimization--based technique to generate posynomial performance models for analog integrated circuits

Proceedings of the 39th annual Design Automation Conference

Fuzzy controlled simulation optimization

Fuzzy Sets and Systems - Special issue: Approximate Reasoning in Words

Likelihood-Based Data Squashing: A Modeling Approach to Instance Construction

Data Mining and Knowledge Discovery

Customer-Oriented Finite Perturbation Analysis for QueueingNetworks

Discrete Event Dynamic Systems

Simulation-based automatic generation of signomial and posynomial performance models for analog integrated circuit sizing

Proceedings of the 2001 IEEE/ACM international conference on Computer-aided design

Quality, Productivity, and Learning in Framework-Based Development: An Exploratory Case Study

IEEE Transactions on Software Engineering

Optimal boundary control of the heat equation with target function at terminal time

Applied Mathematics and Computation

Empirical Evaluation of Local Search Methods for Adapting Planning Policies in a Stochastic Environment

ECAI '00 Proceedings of the Workshop on Local Search for Planning and Scheduling-Revised Papers

The Fidelity of the Tag-Antitag System

DNA 7 Revised Papers from the 7th International Workshop on DNA-Based Computers: DNA Computing

Selection of hydrocarbon variables to assess reduction of residual oil on nutrient enriched beaches

Applied Mathematics and Computation

Modeling of Substrate Noise Injected by Digital Libraries

ISQED '01 Proceedings of the 2nd International Symposium on Quality Electronic Design

Realistic Worst-Case Modeling by Performance Level Principal Component Analysis

ISQED '00 Proceedings of the 1st International Symposium on Quality of Electronic Design

References

Designing information spaces

Performance Modeling of Analog Integrated Circuits Using Least-Squares Support Vector Machines

Proceedings of the conference on Design, automation and test in Europe - Volume 1

System Level Power Modeling and Simulation of High-End Industrial Network-on-Chip

Proceedings of the conference on Design, automation and test in Europe - Volume 3

A sequential-design metamodeling strategy for simulation optimization

Computers and Operations Research

A Statistical Gate-Delay Model Considering Intra-Gate Variability

Proceedings of the 2003 IEEE/ACM international conference on Computer-aided design

An algorithm for smoothing three-dimensional Monte Carlo ion implantation simulation results

Mathematics and Computers in Simulation - Special issue: Selected papers from the 4th IMACS symposium on mathematical modelling (4th MATHMOD)

Experimental design for simulation: experimental design for simulation

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

Queueing network simulation analysis: developing efficient simulation methodology for complex queueing networks

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

Constrained Global Optimization of Expensive Black Box Functions Using Radial Basis Functions

Journal of Global Optimization

Bias-specified robust design optimizaion and its analytical solutions

Computers and Industrial Engineering - Special issue: Selected papers from the 31st international conference on computers & industrial engineering

A learning automata based algorithm for optimization of continuous complex functions

Information Sciences: an International Journal

A statistical gate delay model for intra-chip and inter-chip variabilities

ASP-DAC '03 Proceedings of the 2003 Asia and South Pacific Design Automation Conference

Reducing parameter uncertainty for stochastic systems

ACM Transactions on Modeling and Computer Simulation (TOMACS)

Robust low voltage low power analog mos VLSI design

Design of system on a chip

A review of optimization techniques in metal cutting processes

Computers and Industrial Engineering

Automated response surface methodology for stochastic optimization models with unknown variance

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

Simulated annealing for selection of experimental regions in response surface methodology applications

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

A generalized multiple response surface methodology for complex computer simulation applications

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

A simulation study to assess the efficacy of linear control theory models for the coordination of a two-stage customized service supply chain

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

A genetic algorithm and a particle swarm optimizer hybridized with Nelder-Mead simplex search

Computers and Industrial Engineering - Special issue: Sustainability and globalization: Selected papers from the 32 nd ICC&IE

Adaptation of the UOBYQA algorithm for noisy functions

Proceedings of the 38th conference on Winter simulation

The impact of ordinal on response surface methodology

Proceedings of the 38th conference on Winter simulation

Robust system level design with analog platforms

Proceedings of the 2006 IEEE/ACM international conference on Computer-aided design

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

INFORMS Journal on Computing

Interactive presentation: Statistical simulation of high-frequency bipolar circuits

Proceedings of the conference on Design, automation and test in Europe

A computational algorithm for the multiple generation of nonlinear mathematical models and stability study

Advances in Engineering Software

Application of design of experiments on the simulation of a process in an automotive industry

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

Finding effective points by surrogate models with overcomplete bases

Journal of Computational and Applied Mathematics

Robust Design using Pareto type optimization: A genetic algorithm with arithmetic crossover

Computers and Industrial Engineering

SiZer Map for inference with additive models

Statistics and Computing

Predictive design space exploration using genetically programmed response surfaces

Proceedings of the 45th annual Design Automation Conference

A dollar from 15 cents: cross-platform management for internet services

ATC'08 USENIX 2008 Annual Technical Conference on Annual Technical Conference

Reverse Breakdown Voltage Measurement for Power P+NN+ Rectifier

Journal of Electronic Testing: Theory and Applications

Threefold versus fivefold cross-validation and individual versus average data in predictive regression modelling of machining experimental data

International Journal of Computer Integrated Manufacturing

Sensitivity analysis of spatially aggregated responses: A gradient-based method

International Journal of Geographical Information Science

Design optimization of a current mirror amplifier integrated circuit using a computational statistics technique

Mathematics and Computers in Simulation

Using Little's Law to estimate cycle time and cost

Proceedings of the 40th Conference on Winter Simulation

Intelligent Experimental Design Using an Artificial Neural Network Meta Model and Information Theory

Proceedings of the 2006 conference on Integrated Intelligent Systems for Engineering Design

Parallel Stochastic Global Optimization Using Radial Basis Functions

INFORMS Journal on Computing

Uniform design over general input domains with applications to target region estimation in computer experiments

Computational Statistics & Data Analysis

Active learning with statistical models

Journal of Artificial Intelligence Research

Reinforcement learning: a survey

Journal of Artificial Intelligence Research

Privacy-Preserving Data Publishing

Foundations and Trends in Databases

A review of optimization techniques in metal cutting processes

Computers and Industrial Engineering

Mapping clay content variation using electromagnetic induction techniques

Computers and Electronics in Agriculture

Characterizing soil spatial variability with apparent soil electrical conductivity

Computers and Electronics in Agriculture

Introduction to the SIGACT news online algorithms column

ACM SIGACT News

A learning automata based algorithm for optimization of continuous complex functions

Information Sciences: an International Journal

On Developing New Models, with Paging as a Case Study

ACM SIGACT News

Analog blocks design automation

WSEAS Transactions on Circuits and Systems

Optimization of reactive ion etching processes using desirability

Microelectronic Engineering

A methodology for combining symbolic regression and design of experiments to improve empirical model building

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

Performance optimization of single-cell voice over WiFi communications using quantitative cross-layering analysis

ITC20'07 Proceedings of the 20th international teletraffic conference on Managing traffic performance in converged networks

The burden of proof: part II

WCCI'08 Proceedings of the 2008 IEEE world conference on Computational intelligence: research frontiers

Expensive multiobjective optimization by MOEA/D with Gaussian process model

IEEE Transactions on Evolutionary Computation

Computationally efficient scoring of activity using demographics and connectivity of entities

Information Technology and Management

A platform-based methodology for system-level mixed-signal design

EURASIP Journal on Embedded Systems - Special issue on design methodologies and innovative architectures for mixed-signal embedded systems

Viterbi training improves unsupervised dependency parsing

CoNLL '10 Proceedings of the Fourteenth Conference on Computational Natural Language Learning

Correlation modelling of complex data – physics, statistics and heuristics

International Journal of Data Analysis Techniques and Strategies

Theoretical convergence guarantees for cooperative coevolutionary algorithms

Evolutionary Computation

Estimation of claim size distributions in Estonian traffic insurance

ACC'10 Proceedings of the 2010 international conference on Applied computing conference

Stochastic analog circuit behavior modeling by point estimation method

Proceedings of the 2011 international symposium on Physical design

A goal programming-TOPSIS approach to multiple response optimization using the concepts of non-dominated solutions and prediction intervals

Expert Systems with Applications: An International Journal

Analyzing production modifications of a C-130 engine repair facility using simulation

Winter Simulation Conference

Verification and validation activities within a new procedure model for V&V in production and logistics simulation

Winter Simulation Conference

On the assessment of the strategic value of information technologies: conceptual and analytical approaches

MIS Quarterly

Reduced representations of vector-valued coupling variables in decomposition-based design optimization

Structural and Multidisciplinary Optimization

PKgraph: An R package for graphically diagnosing population pharmacokinetic models

Computer Methods and Programs in Biomedicine

Improving response surface methodology by using artificial neural network and simulated annealing

Expert Systems with Applications: An International Journal

Comparing the performance of neural networks developed by using Levenberg-Marquardt and Quasi-Newton with the gradient descent algorithm for modelling a multiple response grinding process

Expert Systems with Applications: An International Journal

Interactive weighting of bias and variance in dual response surface optimization

Expert Systems with Applications: An International Journal

Application of central composite design to simulation experiment

AsiaSim'04 Proceedings of the Third Asian simulation conference on Systems Modeling and Simulation: theory and applications

Mid-range metamodel assembly building based on linear regression for large scale optimization problems

Structural and Multidisciplinary Optimization

Sequential design of computer experiments for the estimation of a probability of failure

Statistics and Computing

A system for rapid creation and assessment of conceptual large vehicle designs using immersive virtual reality

Computers in Industry

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

Concurrency and Computation: Practice & Experience

The covalidation of dissimilarly structured strategic airlift models

Mathematical and Computer Modelling: An International Journal

Metamodelling techniques in multidimensional optimality analysis for linear programming

Mathematical and Computer Modelling: An International Journal

Applications of Artificial Neural Networks to combat simulations

Mathematical and Computer Modelling: An International Journal

A tabu search meta-heuristic approach to the dual response systems problem

Expert Systems with Applications: An International Journal

Beam Bounding Box - a novel approach for beam concept modeling and optimization handling

Finite Elements in Analysis and Design

A unifying probabilistic perspective for spectral dimensionality reduction: insights and new models

The Journal of Machine Learning Research

Comparative studies on the high-variability embedded robust parameter design from the perspective of estimators

Computers and Industrial Engineering

Metamodeling of simulations consisting of time series inputs and outputs

Proceedings of the Winter Simulation Conference

Magnified Effects of Changes in NIH Research Funding Levels

Service Science

"Everybody knows what you're doing": a critical design approach to personal informatics

Proceedings of the SIGCHI Conference on Human Factors in Computing Systems

An approach for global sensitivity analysis of a complex environmental model to spatial inputs and parameters: A case study of an agro-hydrological model

Environmental Modelling & Software

Making instructions for others: exploring mental models through a simple exercise

interactions

Software prototype for validation of machining optimization solutions obtained with meta-heuristic algorithms

Expert Systems with Applications: An International Journal

On the benefits of applying experimental design to improve multipath TCP

Proceedings of the ninth ACM conference on Emerging networking experiments and technologies

Parametric completeness for separation theories

Proceedings of the 41st ACM SIGPLAN-SIGACT Symposium on Principles of Programming Languages

Bayesian model fusion: a statistical framework for efficient pre-silicon validation and post-silicon tuning of complex analog and mixed-signal circuits

Proceedings of the International Conference on Computer-Aided Design

Efficient computational algorithm for optimal allocation in regression models

Journal of Computational and Applied Mathematics

Review: A critical review of integrated urban water modelling - Urban drainage and beyond

Environmental Modelling & Software

Multi-fidelity design of stiffened composite panel with a crack

Structural and Multidisciplinary Optimization