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Integrated First Degree

B.E.(Biotechnology)
B.E.(Chemical)
B.E.(Civil)
B.E.(Computer Science)
B.E.(Electrical and Electronics)
B.E.(Electronics and Communication)
B.E.(Electronics and Instrumentation)
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M.E.(Communication Engineering)
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M.E.(Manufacturing Systems Engineering)
M.E.(Mechanical)
M.E.(Microelectronics)
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Ramprasad S. Joshi

goa Computer Science & Information Systems

Associate Professor

Analysis of Heuristics, Computational Linguistics, Natural Language Processing, Optimization, Theoretical Computer Science
BITS Goa, CS&IS Dept.,
Zuarinagar GOA INDIA 403726
rsj@goa.bits-pilani.ac.in
ramprasadjoshi@acm.org
0832-2580121
https://www.linkedin.com/in/ramprasadsjoshi121/
In office

Degree: Ph.D. Defended the thesis "Application of Isoperimetry and Measure Concentration to Analysis of Heuristics" on 24 September 2016.

Heuristics are algorithm design strategies, intuitively conceived, empirically developed, but vaguely described and scarcely analysed. We notice, despite the apparent obscurity, that heuristics ultimately use few geometric motifs and neighbourhood structure notions. Thus, they should be amenable to analysis in settings of spaces structured by metrics and probability measures. We develop tools and techniques demonstrating this. Isoperimetry: how far we need to go to circumscribe enough search space: is a natural geometric notion useful in this analysis. The developed theory is seamlessly applicable across problem classes, discrete and continuous alike.

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