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A Tutorial on Finite Newton Method for Unconstrained Optimization Problem


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1 National institute of technology, kurukshetra, India
 

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  • Mangasarian, O. L. (2002). A finite Newton method for classification. Optimization Methods and Software, 17(5), 913-929.
  • Fung, G., & Mangasarian, O. L. (2003). Finite Newton method for Lagrangian support vector machine classification. Neurocomputing, 55(1-2), 39-55.
  • https://en.wikipedia.org/wiki/Newton%27s_method_in_optimization
  • https://ocw.mit.edu/courses/sloan-school-of-management/15-084j-nonlinear-programming-spring-2004/lecture-notes/lec3_newton_mthd.pdf
  • http://web.mit.edu/~jadbabai/www/EE605/lectures/unconstrained.pdf
  • Zheng, S. (2018). A fast-iterative algorithm for support vector data description. International Journal of Machine Learning and Cybernetics, 1-15.

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  • A Tutorial on Finite Newton Method for Unconstrained Optimization Problem

Abstract Views: 221  |  PDF Views: 0

Authors

Neha Goyal
National institute of technology, kurukshetra, India
Kapil
National institute of technology, kurukshetra, India

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