Most cited papers in Modeling, Simulation, and Optimization
What are the most cited papers in Modeling, Simulation, and Optimization?
The most cited paper in Modeling, Simulation, and Optimization is "The Gaia Methodology for Agent-Oriented Analysis and Design" (Michael Wooldridge, Nicholas R. Jennings, David Kinny, 2000), with 1,893 citations. Next come "RANK ANALYSIS OF INCOMPLETE BLOCK DESIGNS" (1,404) and "A Single Formula for the “Law of the Wall”" (1,169).
Showing 50 of 100 papers. Every paper with more than 94 citations is listed.
| # | Paper | ||
|---|---|---|---|
| 1 | The Gaia Methodology for Agent-Oriented Analysis and Design Michael Wooldridge, Nicholas R. Jennings, David Kinny · Autonomous Agents and Multi-Agent Systems | Sep 2000 | 1,893 |
| 2 | RANK ANALYSIS OF INCOMPLETE BLOCK DESIGNS RALPH ALLAN BRADLEY, Milton E. Terry · Biometrika | 1952 | 1,404 |
| 3 | A Single Formula for the “Law of the Wall” D. BRIAN SPALDING · Journal of Applied Mechanics | Sep 1961 | 1,169 |
| 4 | A COORDINATE SYSTEM HAVING SOME SPECIAL ADVANTAGES FOR NUMERICAL FORECASTING Norman A. Phillips · Journal of Meteorology | Apr 1957 | 811 |
| 5 | Probabilistic Load Flow Barbara Borkowska · IEEE Transactions on Power Apparatus and Systems | May 1974 | 794 |
| 6 | Modelling using Polynomial Regression Eva Ostertagová · Procedia Engineering | 2012 | 794 |
| 7 | Forecasting and Stock Control for Intermittent Demands J. D. Croston · Journal of the Operational Research Society | Sep 1972 | 753 |
| 8 | Every Good Regulator of a System Must Be a Model of That System Roger C. Conant, William Ross Ashby | 1991 | 726 |
| 9 | Control of Machines with Friction Brian Armstrong-He ́louvry, Andres Soom · Journal of Tribology | Jul 1992 | 618 |
| 10 | Introduction to modeling and simulation Anu Maria | 1997 | 481 |
| 11 | General Algebraic Modeling System (GAMS) Michael R. Bussieck, Alex Meeraus · Applied optimization | 2004 | 444 |
| 12 | On the categorization of demand patterns Aris A Syntetos, John E. Boylan, J. D. Croston · Journal of the Operational Research Society | 25 Aug 2004 | 426 |
| 13 | Physical system modeling with Modelica Sven Erik Mattsson, Hilding Elmqvist, Martin Otter · Control Engineering Practice | Apr 1998 | 421 |
| 14 | Forecasting, structural time series models and the kalman filter Andrew C. Harvey · Wilmott | Dec 2002 | 398 |
| 15 | On the bias of intermittent demand estimates Argyrios Syntetos, John E. Boylan · International Journal of Production Economics | May 2001 | 362 |
| 16 | Computational survey of univariate and multivariate learning curve models Adedeji B. Badiru · IEEE Transactions on Engineering Management | May 1992 | 330 |
| 17 | Breaking Records and Breaking Boards Ned Glick · American Mathematical Monthly | 1978 | 311 |
| 18 | On the Application of Statistical Concepts to the Buffeting Problem H. W. Liepmann · Journal of the aeronautical sciences. [REQUEST TITLE] | Dec 1952 | 311 |
| 19 | A comparison of two business cycle dating methods Don Harding, Adrian Pagan · Journal of Economic Dynamics and Control | 25 Mar 2003 | 303 |
| 20 | Forecasting Transformed Series Clive W. J. Granger, Paul Newbold · Journal of the Royal Statistical Society Series B (Statistical Methodology) | 1976 | 300 |
| 21 | Forecasting wind speed with recurrent neural networks Qing Cao, Bradley T. Ewing, Mark A. Thompson · European Journal of Operational Research | 6 Mar 2012 | 268 |
| 22 | Introduction to dynamic systems: Theory, models and applications Frederick W. Fairman · Proceedings of the IEEE | Sep 1981 | 266 |
| 23 | Toward a Theory of Granular Computing for Human-Centered Information Processing A Bargiela, Witold Pedrycz · IEEE Transactions on Fuzzy Systems | Apr 2008 | 266 |
| 24 | Cost estimation and energy price forecasts for economic evaluation of retrofit projects Marcel Taal · Applied Thermal Engineering | 20 Jun 2003 | 263 |
| 25 | Modeling and Improving Emergency Department Systems using Discrete Event Simulation Christine Duguay, Fatah Chetouane · SIMULATION | Apr 2007 | 260 |
| 26 | CD++: a toolkit to develop DEVS models Gabriel Wainer · Software Practice and Experience | 19 Sep 2002 | 258 |
| 27 | Discrete-event simulation: from the pioneers to the present, what next? Stewart Robinson · Journal of the Operational Research Society | 22 Sep 2004 | 252 |
| 28 | Self-organization in multi-agent systems Giovanna Di Marzo Serugendo, Marie-Pierre Gleizes, Anthony Karageorgos · The Knowledge Engineering Review | Jun 2005 | 245 |
| 29 | Modelica — A unified object-oriented language for physical systems modeling Hilding Elmqvist · Simulation Practice and Theory | Aug 1997 | 237 |
| 30 | Supply chain simulation tools and techniques: a survey Jack P. C. Kleijnen · International Journal of Simulation and Process Modelling | 2005 | 235 |
| 31 | An Optimization of Allocation of Information Granularity in the Interpretation of Data Structures: Toward Granular Fuzzy Clustering Witold Pedrycz, A Bargiela · IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) | 3 Nov 2011 | 220 |
| 32 | Further towards a taxonomy of agent-based simulation models in environmental management Matt P. Hare, Peter J. Deadman · Mathematics and Computers in Simulation | 15 Oct 2003 | 215 |
| 33 | DEVS as a common denominator for multi-formalism hybrid systems modelling Hans Vangheluwe | 11 Nov 2002 | 204 |
| 34 | A simulation model for container-terminal operation analysis using an object-oriented approach Won Young Yun, Yong Seok Choi · International Journal of Production Economics | Mar 1999 | 203 |
| 35 | Intuitionistic fuzzy hypergraphs with applications Muhammad Akram, Wiesław A. Dudek · Information Sciences | 6 Jul 2012 | 194 |
| 36 | Elephant trunk type elastic manipulator - a tool for bulk and liquid materials transportation Radosław Cieślak, Adam Morecki · Robotica | 1999 | 187 |
| 37 | AJAX - New directions in hypersonic technology Evgeniy Gurijanov, Philip T. Harsha | 18 Nov 1996 | 186 |
| 38 | Comparative Study Between Mechanical and Magnetic Planetary Gears Eid Abdelbaki Ahmed Gouda, Smaïl Mezani, Lotfi Baghli et al. · IEEE Transactions on Magnetics | 10 Nov 2010 | 184 |
| 39 | Allocation of information granularity in optimization and decision-making models: Towards building the foundations of Granular Computing Witold Pedrycz · European Journal of Operational Research | 30 Mar 2012 | 184 |
| 40 | Adaptive Simulation of Gas Turbine Performance Anastassios G. Stamatis, Konstantinos Mathioudakis, K. D. Papailiou · Journal of Engineering for Gas Turbines and Power | Apr 1990 | 183 |
| 41 | Computational Intelligence: An Introduction Witold Pedrycz, Alberto Sillitti, Giancarlo Succi · Studies in computational intelligence | 2016 | 176 |
| 42 | Machine learning and multi-agent systems in oil and gas industry applications: A survey Khadijah Muzzammil Hanga, Yevgeniya Kovalchuk · Computer Science Review | Nov 2019 | 175 |
| 43 | Systematic studies on three-way decisions with interval-valued decision-theoretic rough sets Decui Liang, Dun Liu · Information Sciences | 19 Feb 2014 | 167 |
| 44 | Mosaik: A framework for modular simulation of active components in Smart Grids Steffen Schütte, Stefan Scherfke, Martin Tröschel | Oct 2011 | 161 |
| 45 | Artificial intelligence as a general-purpose technology: an historical perspective Nicholas F. R. Crafts · Oxford Review of Economic Policy | 24 May 2021 | 159 |
| 46 | Modelica - An International Effort to Design the Next Generation Modeling Language Sven Erik Mattsson, Hilding Elmqvist · IFAC Proceedings Volumes | Apr 1997 | 159 |
| 47 | Modelica - a general object-oriented language for continuous and discrete-event system modeling and simulation Peter Fritzson, Peter Bunus | Oct 2003 | 151 |
| 48 | Validation of models Jack P. C. Kleijnen | 1999 | 151 |
| 49 | Advanced manufacturing technology implementation G.S. Dangayach, S.G. Deshmukh · Journal of Manufacturing Technology Management | 28 Jun 2005 | 149 |
| 50 | Quantitative Analysis of Mixer‐Type Rheometers using the Couette Analogy Abdellatif Ait‐Kadi, Philippe Marchal, L. Choplin et al. · The Canadian Journal of Chemical Engineering | Dec 2002 | 143 |
Citations are OpenAlex's own counts, from its 2026-09-23 snapshot, so the ranking can differ from Google Scholar or Web of Science. A paper is listed for a field when OpenAlex files it under one of the field's topics; retracted papers and papers whose citation count cannot be traced to citing works are left out, and a preprint and the article it became are shown once. Release dates are OpenAlex's: where a source gave only a month or a year, that is what is shown. How the lists are chosen.