Title :
Multidisciplinary education and research using computational intelligence
Author :
Samanta, Biswanath
Author_Institution :
Mech. & Electr. Eng. Dept., Georgia Southern Univ., Statesboro, GA, USA
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;
Conference_Titel :
Southeastcon, 2012 Proceedings of IEEE
Conference_Location :
Orlando, FL
Print_ISBN :
978-1-4673-1374-2
DOI :
10.1109/SECon.2012.6196933