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Syllabus 2015-16 - 73012003 - Intelligent Transportation Systems (Sistemas inteligentes del transporte)

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  • Level 1: Tutorial support sessions, materials and exams in this language
  • Level 2: Tutorial support sessions, materials, exams and seminars in this language
  • Level 3: Tutorial support sessions, materials, exams, seminars and regular lectures in this language
DEGREE: Máster en Ingeniería del transporte terrestre y logística
FACULTY: SCHOOL OF ENGINEERING OF LINARES
ACADEMIC YEAR: 2015-16
COURSE: Intelligent Transportation Systems
SYLLABUS
1. COURSE BASIC INFORMATION
NAME: Intelligent Transportation Systems
CODE: 73012003 ACADEMIC YEAR: 2015-16
LANGUAGE: English LEVEL: 3
ECTS CREDITS: 4.0 YEAR: 1 SEMESTER: PC
2. LECTURER BASIC INFORMATION
NAME: GARCÍA GALÁN, SEBASTIÁN
DEPARTMENT: U134 - INGENIERÍA DE TELECOMUNICACIÓN
FIELD OF STUDY: 560 - INGENIERÍA TELEMÁTICA
OFFICE NO.: B - B-212-C E-MAIL: sgalan@ujaen.es P: 953 648556
WEBSITE: www4.ujaen.es/~sgalan
ORCID: https://orcid.org/0000-0002-3300-5794
LANGUAGE: English LEVEL: 3
NAME: ESPINILLA ESTÉVEZ, MACARENA
DEPARTMENT: U118 - INFORMÁTICA
FIELD OF STUDY: 035 - ARQUITECTURA Y TECNOLOGÍA DE COMPUTADORES
OFFICE NO.: - E-MAIL: - P: -
WEBSITE: -
ORCID: https://orcid.org/0000-0003-1118-7782
LANGUAGE: English LEVEL: 3
3. CONTENT DESCRIPTION

Introduction to Intelligent Systems

Fundamentals and Basics of Fuzzy Sets Theory

  • Introduction
  • Definitions and Operations  

Fuzzy LinguisticApproach    

  • Introduction
  • Models of Representation
  • Models of Computation

Intelligent Systems for Decision Making

  • Introduction to Decision Making Problems
  • Classification Decision Making Problems
  • Modeling preferences
  • Methods of Solving Decision Making Problems
  • Intelligent Systems to Support Decision Making

Evolutionary and bio-inspired computation

  • Genetic Algorithms     
  • Differential Evolution
  • Particle Swarm Optimization

Hybridizations in SoftComputing

  • Genetic-Fuzzy Systems
  • Latest Trends  

 

Application examples

 

Practical Applicationsin transportI

     Systems Advanced Urban Traffic Management .
     Management Systems Critical Infrastructure Highway (tunnels , bridges ... )
     Toll Management Systems
     Ticketing Management Systems in Public transp
     Advanced Traveler Information Systems Mobility

Practical Applications in Transportation II

     Transportation Management Systems and displacements
     Systems management of travel demand
     Operation of commercial vehicles.
     Emergency management systems
     Advanced control systems and vehicle safety
     ITS applications for private vehicles, public transport and commercial vehicles.

 

4. COURSE DESCRIPTION AND TEACHING METHODOLOGY

Lecture (Theory): (Spanish) 2 Hours per week
Lecture (Practice): (Support in English) 2 Hours per week
Seminars
Homework

Students with special educational needs should contact the Student Attention Service (Servicio de Atención y Ayudas al Estudiante) in order to receive the appropriate academic support

5. ASSESSMENT METHODOLOGY

Thestudent evaluationwill be made bya final exam andcontinuousevaluationduring the course,as follows:

  Final exam on the theoretical content, seminars and of the activities exposed(40%).

Continuous Evaluation:

  • Attendance and participationin the theoretical sessions, seminars andexhibitionactivitieswill be assessed (30%) .
  • W ork through technical reports , computer practices and other work will be assessed (30 %).

6. BOOKLIST
MAIN BOOKLIST:
  • Fuzzy sets and fuzzy logic: theory and Applications. Edition: -. Author: Klir, George J.. Publisher: Upper Saddle River: Prentice Hall, 1995  (Library)
  • Analysis and decision making in uncertain systems. Edition: -. Author: Bubnicki, Zdzislaw. Publisher: London: Springer, 2004  (Library)
  • Genetic fuzzy systems: evolutionary tuning and learning of fuzzy knowledge bases. Edition: -. Author: O. Cordón, F. Herrera, F. Hoffmann, L. Magdalena. . Publisher: Singapore [etc.] : World Scientific , cop. 2001  (Library)
  • Swarm intelligence. Edition: -. Author: Kennedy, James. Publisher: San Francisco: Morgan Kaufmann, 2001  (Library)
ADDITIONAL BOOKLIST:
  • Fuzzy multicriteria decision-making : models, methods and applications. Edition: -. Author: Pedrycz, Witold. Publisher: Chichester, West Sussex, U.K. : Wiley, 2011  (Library)