COMPUTATIONAL INTELLIGENCE: A TOOL FOR MULTIDISCIPLINARY EDUCATION AND RESEARCH

In this paper, the use of computational intelligence (CI) as a tool for multidisciplinary education and research is discussed. Main paradigms of CI are presented. The importance of CI is emphasized in understanding complex systems and designing proactive adaptive systems in uncertain, unknown, and dynamic environment. 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.

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Published
2025-04-01
DOI
https://doi.org/10.18260/1-2-1153-53151
Primary Topic
Hermeneutics and Narrative Identity
Type
article
Field-Weighted Citation Impact
0.00

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article

COMPUTATIONAL INTELLIGENCE: A TOOL FOR MULTIDISCIPLINARY EDUCATION AND RESEARCH

B. Samanta
Hermeneutics and Narrative Identity
article

COMPUTATIONAL INTELLIGENCE: A TOOL FOR MULTIDISCIPLINARY EDUCATION AND RESEARCH

B. Samanta
article en

Abstract

In this paper, the use of computational intelligence (CI) as a tool for multidisciplinary education and research is discussed. Main paradigms of CI are presented. The importance of CI is emphasized in understanding complex systems and designing proactive adaptive systems in uncertain, unknown, and dynamic environment. 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.

Georgia Southern University (US)
Georgia Southern University
Openalex Percentile: Top 99%
Hermeneutics and Narrative Identity
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