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GCOE Seminars
Seminar information archive ～04/19｜Next seminar｜Future seminars 04/20～
2013/02/28
17:00-18:00 Room #270 (Graduate School of Math. Sci. Bldg.)
Kazufumi Ito (North Carolina State Univ.)
$L_0$ optimization and Lagrange multiplier (ENGLISH)
Kazufumi Ito (North Carolina State Univ.)
$L_0$ optimization and Lagrange multiplier (ENGLISH)
[ Abstract ]
$L_p$ optimization with $p ¥in[0,1)$ is investigated. The difficulty of natural lack of weak lower-semicontinuity is addressed and the Lagrange multiplier theory is developed. Existence results and necessary optimality conditions are obtained, and the semismooth Newton method using the primal-dual active set is developed. The theory and algorithm are demonstrated for the case of optimal control problems. A maximum principle is derived and existence of controls, in some cases relaxed controls, is proved.
$L_p$ optimization with $p ¥in[0,1)$ is investigated. The difficulty of natural lack of weak lower-semicontinuity is addressed and the Lagrange multiplier theory is developed. Existence results and necessary optimality conditions are obtained, and the semismooth Newton method using the primal-dual active set is developed. The theory and algorithm are demonstrated for the case of optimal control problems. A maximum principle is derived and existence of controls, in some cases relaxed controls, is proved.
