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Modeling and Simulation

Overview: Computer models can represent complex natural and man-made systems. These models can be used to predict the effects of different conditions and states of the system. This enables what-if analysis that would be to expensive or impossible to do for real. Simulation can be done in conjunction with real world investigation to gain a better understanding of the complex system.

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Modeling and Simulation Information on the Internet
DMSO MSRR Home Page Home page of the Modeling and Simulation Resource Repository. Includes models, simulations, algorithms, etc.
Simulation Modeling in Biological control Computer models are used to represent complex biological systems. 
Yahoo - Business and Economy: Companies: Computers: Software: Modeling, Simulation and Visualization Yahoo index of Modeling and Simulation information. 

Sponsors of PC AI - Modeling and Simulation Vendors
Specializes in biologically-based computer systems for business and science that learn, adapt and evolve. In a world of accelerating change, systems and solutions must be able to adapt quickly. We build systems that are based upon dynamic natural processes. These powerful solutions are increasingly a part of strategic and tactical systems throughout the world.
Megaputer's PolyAnalyst data mining solution is a multi-strategy suite for knowledge discovery in databases. Algorithms for clustering, classification, prediction, modeling, and explanation are supplemented by interactive graphics, data import from any ODBC database, object-oriented GUI, and direct communication with data warehouses (IBM VW) and spreadsheets (Excel).
NeuralWare is a producer of neural network modelling software for professional applications. Founded in 1987, they are developers of neural network software for the development and deployment of intelligent on-line solutions for commercial, scientific, industrial, and government applications. Their products are used in a wide range of industries, including power generation, pulp and paper, food and beverage, chemical processing, marine, materials processing, medical, financial, targeted marketing, credit, and securities. 
QMC provides an advanced generation of PC-based software technologies that interpret, analyze, and configure data for any process in any industry.

Other Modeling and Simulation Vendors
For product information and availability, please contact AbTech Corporation directly.
The primary objective of Flexible Intelligence Group, LLC. (FIG) is to design, develop, and market independent modules which may be used, in isolation or in combination with systems, to (a) provide computational intelligence to a system or (b) improve the computational intelligence of a system. At present, this requires the development of soft computing modules that integrates techniques such as fuzzy systems, evolutionary algorithms, neural networks, and chaos theory . 
Markets and Supports EXTEND. www.imaginethatinc.com 
Predictive Dynamix provides a comprehensive suite of software tools for commercial data mining applications
Designs, develops and implements advanced fault detection software and on-board computer systems. Triant combines sophisticated process modeling technology with innovative fault detection software to allow you to judge the interactions of hundreds of variables in your operation process and then predict an outcome based on previous experience. This allows you to detect and identify faults and problems as they occur. 
Site includes downloadable copies of CAD/Chem and Process Advisor. www.aiware.com 

Dynamic Search Engine References
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Article References
Automated Modeling  Pittaras, A. (1996) PC AI, 10(1) , 35. 
Concepts of Modeling and Simulation  Diamond, B. (1996) PC AI, 10(5) , 22. 
Modeling Methodology 1: Configuring the Neural Network Solution  Dwinnell, W. (1997) PC AI, 11(6) , 21. 
Modeling Methodology 2: Model Input Selection  Dwinnell, W. (1998) PC AI, 12(1) , 23. 
Modeling Methodology 3: Algorithm Selection  Dwinnell, W. (1998) PC AI, 12(2) , 32. 
Modeling Methodology 4: Localizing Global Models  Dwinnell, W. (1998) PC AI, 12(3) , 24. 
Modeling Methodology 5: Mathematical Programming Languages  Dwinnell, W. (1998) PC AI, 12(4) , 18. 
Data Mining, Modeling, Simulation and Genetic Algorithms in the Chemical Process Industries van Buskirk, P. (1999) PC AI, 13(5), 28
Data Mining with Self-Organizing Maps: Best Practices in Finance, Economics, and Modeling Deboeck, G. (1999) PC AI, 13(5), 33
Process Control with Intelligence: Unified Approach van Buskirk, J.P. (2000) PC AI, 14(3), 20
Saving Corporations Millions: The Benefits of Modeling van Buskirk, P. (2000) PC AI, 14(4), 38
Simulation and Modeling: Engineering's Unified Approach Franks, R. and Van Buskirk, J.P. (2000) PC AI, 14(5), 46

Book References
Artificial Intelligence, Simulation & Modeling  Widman, L.E., Loparo, K.A., and Nielsen, N.R. (Eds) (1989) New York, NY: John Wiley & Sons Inc, pps. 556. ISBN: 0-471-60599-9. 
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The Perception of Multiple Objects: A Connectionist Approach  Mozer, M.C. (1991) Cambridge, MA: The MIT Press, pps. 217. ISBN: 0-262-13270-2. 
Massively Parallel Models of Computation  Barbosa, V.C. (1993) New York, NY: Ellis Horwood, pps. 253. ISBN: 0-13-562968-3. 
Scheduling of Production Processes  Dorn, J. and Froeschl, K. (1993) New York: Ellis Harwood, ppgs 181, ISBN 0-13-075136-7 
Software Process Modelling and Technology  Finkelstein, A., Kramer, J., and Nuseibeh, B. (Eds) (1994) Somerset, England: Research Studies Press Ltd, pps. 362. ISBN: 0-86380-169-2. 
Computing Tools for Modeling, Optimization and Simulation - Interfaces in Computer Science and Operations Research (OPERATIONS RESEARCH/ COMPUTER SCIENCE INTERFACES Volume 12) Laguna, M. (ed.), et. al. (1999) Kluwer Academic Pub, pps. 328. ISBN 0792377184
Performance Modeling of Operating Systems Using Object-Oriented Simulation : A Practical Introduction (Plenum Series in Computer Science) Garrido, J. (2000) Plenum Pub Corp. ISBN 0306464594
Simulation Modeling Methods: To Reduce Risks and Increase Performance Harrington, H. and Tumay, K. (2000) McGraw Hill, pps. 379. ISBN 0070271364
Spreadsheet Modeling and Decision Analysis Ragsdale, C. (2000) South-Western College Publishing, pps. 752. ISBN 0324021224

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