Ia

IA95012. Intelligent systems project I
Academic department: Center for Intelligent Systems
Units: 3-0-8
Requirement: None
Equivalence: None
Semester and career: 8th and 9th semesters, careers: IEC, IFI, ISC, ISE, ISI, LSCA, IIS, IMA, IME, IMT, IQA, IQS

General aim of the course: The general aim of this course is that the students be able to carry out the initial stages in the development of a real application which integrates artificial intelligent techniques, evaluating different options of solutions and analyzing the feasibility of those options.

Bibliography: Artificial Intelligence: a modern approach, Second edition
Stuart Russell, Peter Norvig
Prentice-Hall (2003)

Goldberg, D. E.
Genetic algorithms in search, optimization, and machine learning.
Reading, MA: Addison-Wesley. (1989)

Freeman, J. A., & Skapura, D. M.
Neural networks: algorithms, applications, and programming techniques.
Reading, MA: Addison-Wesley. (1991)

Instructor's profile: A person with background formation (master or PhD degree) in artificial intelligence, and professional experience.
Language of Instruction: Spanish, english

IA95013. Intelligent systems project II

Academic department: Center for Intelligent Systems
Units: 3-0-8
Requirement: Ia95012
Equivalence: No tiene
Semester and career: 8th and 9th semesters, careers: IEC, IFI, ISC, ISE, ISI, LSCA, IIS, IMA, IME, IMT, IQA, IQS

General aim of the course: The general aim of this course is that the students be able to implement real applications that integrates artificial intelligence techniques following an initial specification of the applications, and also to be able of analyzing the operation of the systems implemented to optimize its performance.

Bibliography: Artificial Intelligence: a modern approach, second edition
Stuart Russell, Peter Norvig
Prentice-Hall (2003)

Genetic algorithms in search, optimization, and machine learning.
Goldberg, D. E.
Reading, MA: Addison-Wesley. (1989)

Neural networks: algorithms, applications, and programming techniques.
Freeman, J. A., & Skapura, D. M.
Reading, MA: Addison-Wesley (1991)

Instructor's profile: A person with background formation (master or PhD) in artificial intelligence and with professional experience in the development of intelligent systems.
Language of Instruction: Spanish, english

Ia95021. Computational intelligence

Academic department:Center for Intelligent Systems
Units:3-0-8
Requirement:none
Semester and career:6,7,8,9; IEC, IFI, ISC, ISE, ISI, LSCA, IIS, IMA, IME, IMT, IAQ, IQS
Equivalence:IA90-013
General aim of the course:The student will be capable of:
• Know the techniques of Simulated Annealing,
Genetic Algorithms, and Neural Networks.
• Recognize problems that are solvable be the use
of these techniques.
• Apply these technique to problems of medium
difficulty.
• Understand the limitatations when solving
industrial problems using these techniques.

Campus:Monterrey
Bibliography:Goldberg, D. E. (1989). Genetic algorithms in search, optimization, and machine learning. Reading, MA: Addison-Wesley.

Freeman, J. A., & Skapura, D. M. (1991). Neural networks: algorithms, applications, and programming techniques. Reading, MA: Addison-Wesley.


Instructor's profile:Ph.D. or Master's.
Language of Instruction:Spanish

Ia95023. Intelligent systems topics

Academic department:Center for Intelligent Systems
Units:3-0-8
Requirement:None
Semester and career:6th, 7th, 8th, 9th semesters of IEC, IFI, ISC, ISE, ISI, LSCA, IIS, IMA, IME, IMT, IAQ, IQS
Equivalence:None

General aim of the course:Study various artificial intelligence methods and techniques as well as develop applications using such methods to solve practical problems.
Campus:Monterrey

Bibliography:Artificial intelligence: A modern approach, Russel S. and Norvig P., Prentice Hall, 1995
Instructor's profile:Instructor possessing a Master's or Doctor's degree in an area related to Artificial Intelligence.
Language of Instruction:Spanish

Fecha de la última actualización: 9 de diciembre de 2004(M)