Download References

Survey
yes no Was this document useful for you?
   Thank you for your participation!

* Your assessment is very important for improving the workof artificial intelligence, which forms the content of this project

page
1
page
2
page
3
page
4
page
5
page
6
page
7
page
8
page
9
page
10
page
11
page
12
page
13
Document related concepts
no text concepts found
Transcript 
References
Lecture 1
Decision Making and Decision Theory
•
•
•
•
•
Policy resistance
•
John D Sterman, Business Dynamics: Systems Thinking for a Complex
World, Irwin/McGraw-Hill (2000) ISBN 0-07-238915X
DPSIR
•
The European Environmental Agency, http://org.eea.eu.int/documents/
brochure/brochure_reason.html
Decision Theory
•
Herbert Simon, The New Science of Management Decision, 1960. (see
also: http://cepa.newschool.edu/het/profiles/simon.htm)
Multi-attribute Value Theory
•
R. Keeney and H. Raiffa, "Decisions with Multiple Objectives", John
Wiley & Sons, 1976.
IMA-PIP
•
R. Soncini-Sessa, MODSS per decisioni integrate e partecipate,
McGraw-Hill, Milano, 2004
Lecture 2
Modelling Environmental Systems
•
•
•
•
Systems Thinking, Conceptual Modelling and Casual Loop
Diagrams
•
Sterman’s book (see previous reference)
•
Ralf Seppelt, Computer-Based Environmental Management, Wiley-VCH,
New York, Weinheim, 2003, 304 Pages
Modelling Environmental Systems
Systems Theory
•
George Klir, Facets of Systems Science, Plenum Pub Corp., 1991, ISBN:
030643959X
Model paradigms (mechanistic, empirical, etc.)
•
Chapter 4 of Soncini-Sessa’s book
Lecture 3
The role of Operations Research
•
Introduction to Operations Research for Environmental
problems:
•
•
C.S. ReVelle, E. Whitlatch, J. Wright, Civil and Environmental Systems
Engineering, Prentice-Hall, 1996 (1st edition)
Metaheuristics
•
•
•
•
•
the Methaheuristic Network: http://www.metaheuristics.org
Genetic Algorithms: David Goldberg, Genetic Algorithms in Search,
Optimization, and Machine Learning, Addison-Wesley Pub Co; (January
1, 1989), ISBN: 0201157675
Simulated Annealing: S. Kirkpatrick, C. D. Gelatt, Jr., M.P.Vecchi,
Optimization by Simulated Annealing, Science, Number 4598, 13 May
1983
Ant Colony Systems: Eric Bonabeau, Marco Dorigo, Guy Theraulaz,
Swarm Intelligence, Oxford University Press, 1999
Marco Dorigo’s home page: http://iridia.ulb.ac.be/~mdorigo/
Lecture 4
The role of Artificial Intelligence
•
•
History of AI
•
http://www.aaai.org/AITopics/bbhist.html
•
Tom Mitchell, Machine Learning, McGraw-Hill, 1997, 414 pages. ISBN
0070428077
Artificial Neural Networks: Introduction to Neural Networks, http://
www.idsia.ch/NNcourse/intro.html
Data Mining Software: http://www.cs.waikato.ac.nz/ml/weka/
Machine Learning
•
•
•
•
Knowledge Representation
•
•
Marvin Minsky, The Society of Mind, New York: Simon and Schuster,
1986. The Semantic Web: http://www.semanticweb.org
Rule-based systems
•
•
Expert Systems: http://www.aaai.org/AITopics/html/expert.html
Turban, Efraim, and Jr. Louis E. Frenzel 1992. Expert Systems and Applied
Artificial Intelligence. New York: Maxwell Macmillan International.
•
Case-based reasoning
•
•
•
•
•
•
Schank, R., & Abelson, R. (Eds.) (1977). Scripts, Plans, Goals and
Understanding. Hillsdale, NJ: Erlbaum.
Schank, R. (Ed.) (1982). Dynamic Memory: A Theory of Learning in
Computers and People. New York: Cambridge University Press.
Riesbeck, C.K., and Schank, R. (1989). Inside Case-Based Reasoning.
Northvale, NJ: Erlbaum.
Kolodner, J.L. (1993). Case-based reasoning. Morgan Kaufmann, Calif.,
US.
Leake, David B. 1996.Case-Based Reasoning: Expriences, Lessons, &
Future Directions. Menlo Park, California: AAAI Press.
http://www.ai-cbr.org/
Lecture 5
Decision Support Systems and Environmental Decision
Support Systems
•
•
Decision Support Systems
•
•
Ralph H. Sprague, Jr. , Eric D. Carlson, Building Effective Decision
Support Systems, Prentice Hall, 1982, ISBN:0130862150
DSS resources: http://dssresources.com/
Environmental DSS
•
•
•
Giorgio Guariso, Hannes Werthner, Environmental Decision Support
Systems, John Wiley & Sons, 1989, ISBN:0-470-21431-7
Ulises Cortès, Miquel Sànchez i Marrè, Luigi Ceccaroni, Ignasi R-Roda,
Manel Poch, Artificial Intelligence and Environmental Decision Support
Systems, Applied Intelligence, 13(1), 2000
A.E. Rizzoli and W.Y. Young, "Delivering environmental decision support
systems: Software tools and techniques," Environmental Modelling and
Software, vol. 12, no. 23, pp. 237--249, 1997
•
Integrated Modelling Environments
•
•
•
•
•
•
SME: http://www.uvm.edu/giee/SME3/
IMA: http://www.integratedmodelling.org
ICMS: http://www.clw.csiro.au/products/icms/
TIME: http://www.toolkit.net.au/cgi-bin/WebObjects/toolkit.woa/wa/
productDetails?productID=1000015
OpenMI: http://www.harmonit.org
Simile: http://www.simulistics.com
Related documents