Carnegie Mellon University's AI Web Site

Be sure to take a look at the Carnegie Mellon University's AI Web Site which offers a wealth of information concerning Artificial Intelligence. The site is also a good place to find links to free software demos.

Follow this link:   CMU Artificial Intelligence Repository
 

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TABLE W18.1 Representative Fuzzy Logic Products.
 

Vendor	Product
FuzziWare, Inc. (Email Link)	FuziCalc, FuziCast, FuziCell, FuziChoice, FuziQuata
Fuzzy Systems Engineering	Manifold Editor, Manifold Graphics
HyperLogic Corp.	CubiCalc, CubiCalc RTC, CubiQuick, CubiCard
Rapid Imaging, Inc.	ETANN ISA, ETANN VME
Togai InfraLogic Inc.	Fuzzy C, OFPL, TILGEN, TILShell
Microelectronic Center of North Carolina	A fuzzy logic chip

(Source: Based on PC AI Product Guide, March/April 1993.)

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Additional Internet Exercises

W18.2.  Search the Web for genetic algorithm-based games and simulations.  Be sure to try our J. J. Merelo's MasterMind (http://kal-el.ugr.es/mastermind.html), M. S. Miller's Manna Mouse (http://www.caplet.com/MannaMouse.html), and the Artificial Painter (AP) program demo (http://www.daimi.aau.dk/~hhl/ap.html) by L. Pagliarini, H. H. Lund, and O. Miglino.

W18.3.  Access the Web site of a genetic algorithm lab (try http://ga14.ge.uiuc.edu or http://www.aic.nrl.mil:80/gallst/).   Find current research and relationships to neural computing.

W18.4.  Access PC AI magazine's Web site (http://www.pcai.com/pcai/).   Search for fuzzy logic, genetic algorithms, neural networks, and hybrid intelligent systems used in business.  Example definitions and vendors.  What is new in these areas?

W18.5.  Examine the fuzzy logic FAQs at the Carnegie Mellon University AI Repository (http://www.cs.cmu.edu/Groups/AI/html/faqs/ai/fuzzy/part1/faq-doc-1.html, where faq-doc-1 can be 0, 1, 2.....).  Look through the latest listings of commercial and free fuzzy logic software systems.  Identify some free or demo ones that run on a PC (unless you have access to a Unix workstation) and try them.  Describe the processes that the fuzzy systems used.

W18.7.  Do some data mining of your own over the Web.  Use CRAYON (http://crayon.net) or FARCAST (http://www.farcast.com) to create custom newspapers or receive broadcasts to identify news items related to a course or two in which you are interested.
 

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Additional References

Ainscough, T. E., J. E. Aronson and T. M. Seiler. (1997). "Neural Networks in Business." Journal of Applied Management and Entrepreneurship.

Anderson, G. (1994, October). "Fuzzy Logic: What It Is; What It Does; What It Can Do." Production.

Austin, S. (1990; Mar, Aug, Dec). "An Introduction to Genetic Algorithms." AI Expert.

Baatz, E. B. (1996, Jan). "Making Brain Waves." CIO.

Barron, J. J. (1993, Apr). "Putting Fuzzy Logic Into Focus." Byte.

Caudill M. (1991, Sep). “Driving Solo” AI Expert.

Cox E. (1992, Oct). "Applications of Fuzzy System Models." AI Expert.

De La Maza, M. and D. Yuret. (1994, Mar). "Dynamic Hill Climbing." AI Expert.

Editor. (1996, Aug). "Neural Networks in Real World Applications." IEEE Expert.

Frawley, W. J. et al. (1992, Fall). "Knowledge Discovery in Databases: An Overview." AI Magazine.

Goldberg, D. E. (1994, Mar). "Genetic and Evolutionary Algorithms Come of Age." Communications of the ACM.

Grefenstette, J. (1982). “Optimization of Control Parameters for Genetic Algorithms.” IEEE Transactions on Systems Management and Cybernetics, Vol. 16, No. 41.

Hamada, K. et al. (1995, Oct). "Hybridizing a Genetic Algorithm with Rule-Based Reasoning for Production Planning." IEEE Expert.

Hill, R. A. (1996, May/Jun). "Genetic Algorithms." PC AI.

Hillman, D. V. (1990, Jun). "Integrating Neural Networks and Expert Systems." AI Expert.

Hsieh, C. T., (1993, Apr). "Some Potential Applications of Artificial Neural Systems in Financial Management." Journal of Systems Management.

Karr, C. (1991, Mar). "Applying Genetics to Fuzzy Logic." AI Expert.

Kumar, A. and Y. P. Gupta. (1995, Jan). "Genetic Algorithms." Computers and Operations Research.

Lin, C-T. and C. S. G. Lee. (1996). Neural Fuzzy Systems: A Neuro-Fuzzy Synergism to Intelligent Systems. Upper Saddle River, NJ: Prentice Hall.

Lin, F. C. and M. Lin. (1993, Feb). "Analysis of Financial Data Using Neural Nets." AI Expert.

Lui, H. C., et al (1991). “Practical applications of a connectionist expert system - The Inside Story,” In J.K. Lee, et al. (eds.) Operational Expert Systems Applications in the Far East. New York: Pergamon Press

Medsker, L. and J. Liebowitz. (1994). Design and Development of Expert Systems and Neural Computing. New York: Macmillan.

Odom, M. and R. Shardo. (1993). "A Neural Network Model for Bankruptcy Prediction." Decision Support Systems.

Oliver, J. (1994, Mar). "Finding Decision Rules with Genetic Algorithms." AI Expert.

Walbridge, C. T. (1989, Jun). “Genetic Algorithms; What Computers Can Learn from Darwin” Technology Review.

Wilson, R. L., and R. Sharda (1994, Jun). “Bankruptcy Prediction Using Nueral Networks,” Decision Support Systems, Vol. 11, No. 5.
 

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