DocumentCode
2036039
Title
Multidisciplinary education and research using computational intelligence
Author
Samanta, Biswanath
Author_Institution
Mech. & Electr. Eng. Dept., Georgia Southern Univ., Statesboro, GA, USA
fYear
2012
fDate
15-18 March 2012
Firstpage
1
Lastpage
6
Abstract
The paper presents computational intelligence (CI) as a tool for multidisciplinary education and research. The importance of CI is emphasized in understanding complex systems and designing proactive adaptive systems in uncertain, unknown, and dynamic environments. Main paradigms of CI are presented. Several novel applications of hybrid CI techniques proposed earlier by the author in engineering, manufacturing, biomedical and health care systems are discussed. The experiences of offering CI as a graduate course and a summer research project involving high school students are also presented. The importance of introducing CI techniques and their multidisciplinary applications as a senior level interdisciplinary engineering elective course and integrating these in research experiences for undergraduates and STEM education is discussed.
Keywords
computer aided instruction; educational courses; engineering education; further education; STEM education; biomedical system; complex system; computational intelligence; graduate course; health care system; high school student; hybrid CI technique; interdisciplinary engineering elective course; manufacturing system; multidisciplinary education; multidisciplinary research; proactive adaptive system; summer research project; undergraduate; Artificial neural networks; Educational institutions; Genetic algorithms; Immune system; Rough surfaces; Surface roughness; Computational intelligence; cyber-physical systems; cyberinfrastructure; multidisciplinary education and research;
fLanguage
English
Publisher
ieee
Conference_Titel
Southeastcon, 2012 Proceedings of IEEE
Conference_Location
Orlando, FL
ISSN
1091-0050
Print_ISBN
978-1-4673-1374-2
Type
conf
DOI
10.1109/SECon.2012.6196933
Filename
6196933
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