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GCOE Seminars
Seminar information archive ～05/01｜Next seminar｜Future seminars 05/02～
2012/03/07
17:00-18:00 Room #370 (Graduate School of Math. Sci. Bldg.)
Kazufumi Ito (North Carolina State Univ.)
Nonsmooth Optimization, Theory and Applications. (ENGLISH)
Kazufumi Ito (North Carolina State Univ.)
Nonsmooth Optimization, Theory and Applications. (ENGLISH)
[ Abstract ]
We develop a Lagrange multiplier theory for Nonsmooth optimization, including $L^¥infty$ and $L^1$ optimizations, $¥ell^0$ (counting meric) and $L^0$ (Ekeland mertic), Binary and Mixed integer optimizations and Data mining. A multitude of important problems can be treated by our approach and numerical algorithms are developed based on the Lagrange multiplier theory.
We develop a Lagrange multiplier theory for Nonsmooth optimization, including $L^¥infty$ and $L^1$ optimizations, $¥ell^0$ (counting meric) and $L^0$ (Ekeland mertic), Binary and Mixed integer optimizations and Data mining. A multitude of important problems can be treated by our approach and numerical algorithms are developed based on the Lagrange multiplier theory.
