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Glossary
Semester (Sem)
1First Semester
2Second Semester
AAnnual course
Educational activities
BIdentifying activities
Language
Course completely offered in italian
Course completely offered in english
--Not available
Innovative teaching
The credits shown next to this symbol indicate the part of the course CFUs provided with Innovative teaching.
These CFUs include:
  • Subject taught jointly with companies or organizations
  • Blended Learning & Flipped Classroom
  • Massive Open Online Courses (MOOC)
  • Soft Skills
Degree ProgrammesCambia LinguaCambia Lingua
Course Details

Context
Academic Year 2015/2016
School School of Industrial and Information Engineering
Name (Master of Science degree)(ord. 270) - MI (481) Computer Science and Engineering
Track T2A - COMPUTER SCIENCE AND ENGINEERING
Programme Year 2

Course Details
ID Code 089216
Course Title SOFT COMPUTING
Course Type Mono-Disciplinary Course
Credits (CFU / ECTS) 5.0
Semester First Semester
Course Description What is "Soft Computing": fuzzy systems, Neural networks, stochastic algorithms - Fuzzy models: fuzzy sets, fuzzy logic, fuzzy rules. What can be represented by a fuzzy model and why. - Neural networks: basic principles, supervised and unsupervised learning, the main models, selection and evaluation criteria. Stochastic algorithms: basic principles, model optimization, fitness function, model definition, genetic algorithms, reinforcement learning. Hybrid models: motivations, neuro-fuzzy systems, genetic algorithms to optimize neural networks and fuzzy systems. Applications of Soft computing techniques: motivations, design choices, models case studies.
Scientific-Disciplinary Sector (SSD)
Educational activities SSD Code SSD Description CFU
B
ING-INF/05
INFORMATION PROCESSING SYSTEMS
5.0

Schedule, add and removeAlphabetical groupProfessorLanguageCourse details
From (included)To (excluded)
--AZZZZBonarini Andrea
18/10/2018 Area Servizi ICT v. 2.10.8 / 2.10.8