NWI-IMC042
Natural Computing
Cursus informatieRooster
CursusNWI-IMC042
Studiepunten (ECTS)6
CategorieMA (Master)
VoertaalEngels
Aangeboden doorRadboud Universiteit; Faculteit der Natuurwetenschappen, Wiskunde en Informatica; Informatica en Informatiekunde;
Docenten
VorigeVolgende 3
Docent
F.E. Buytenhuijs
Overige cursussen docent
Docent
M.B. Mihaylova, MSc
Overige cursussen docent
Docent
G. Schröder, MSc
Overige cursussen docent
Docent
dr. J.C. Textor
Overige cursussen docent
Docent
dr. I.M.N. Wortel
Overige cursussen docent
Collegejaar2022
Periode
KW3-KW4  (30-01-2023 t/m 31-08-2023)
Aanvangsblok
KW3
Onderwijsvorm
voltijd
Opmerking-
Inschrijven via OSIRISJa
Inschrijven voor bijvakkersJa
VoorinschrijvingNee
WachtlijstNee
Plaatsingsprocedure-
Cursusdoelen
On completion of the course students should be able to:
  • Outline core Natural Computing approaches and algorithms
  • Compare and contrast different Natural Computing approaches
  • Solve optimization problems using Natural Computing methods
  • Design an experiment in Natural Computing
  • Perform simple simulations of biological systems
  • Write an academic paper on this subject
Inhoud
The field of Natural Computing concerns the development of algorithms inspired by Nature, including Biological, Social and Physical systems. These algorithms draw metaphorical inspiration from various aspects of nature, including the operation of biological neurons, processes of evolution, and models of social interaction amongst organizations. They are used to tackle complex real-world problems. This course provides a description of core Natural Computing approaches, like evolutionary algorithms, immunocomputing and cellular automata, which can be used by the students to tackle a real-world problem.

Instructional Modes
  • Lecture
  • Response course
  • Presentation
  • Self-study
Niveau

Voorkennis
Bachelor course "Data Mining".
Toetsinformatie
Home assignments, flash talk presentations and project report in groups.
Bijzonderheden

Verplicht materiaal
Artikelen
Scientific papers and tutorials, slides from lectures.

Werkvormen
Cursus

Project
AanwezigheidsplichtJa

Toetsen
Eindcijfer
Weging1
GelegenhedenBlok KW4, Blok KW4