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Vector Optimization

The way of optimizing vector valued cost function

We often confront optimization problems whose cost functions are vector valued. In this talk, we study how to treat such problems with the methods solving traditional scalar-valued optimization problems. Then we can point out $l_1$ or $l_2$ regularizations are from scalarizatino of vector-valued optimization problem.

Slides

Reference

Convex Optimization, Boyd