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Properties associated with the epigraph of the $$l_1$$ l 1 norm function of projection onto the nonnegative orthant
- Source :
- Mathematical Methods of Operations Research. 84:205-221
- Publication Year :
- 2016
- Publisher :
- Springer Science and Business Media LLC, 2016.
-
Abstract
- This paper studies some properties associated with a closed convex cone $$\mathcal {K}_{1+}$$ , which is defined as the epigraph of the $$l_1$$ norm function of the metric projection onto the nonnegative orthant. Specifically, this paper presents some properties on variational geometry of $$\mathcal {K}_{1+}$$ such as the dual cone, the tangent cone, the normal cone, the critical cone and its convex hull, and others; as well as the differential properties of the metric projection onto $$\mathcal {K}_{1+}$$ including the directional derivative, the B-subdifferential, and the Clarke’s generalized Jacobian. These results presented in this paper lay a foundation for future work on sensitivity and stability analysis of the optimization problems over $$\mathcal {K}_{1+}$$ .
- Subjects :
- Convex hull
Epigraph
021103 operations research
General Mathematics
Mathematical analysis
Tangent cone
0211 other engineering and technologies
02 engineering and technology
Management Science and Operations Research
Directional derivative
01 natural sciences
Orthant
Combinatorics
010104 statistics & probability
Dual cone and polar cone
Norm (mathematics)
Convex cone
0101 mathematics
Software
Mathematics
Subjects
Details
- ISSN :
- 14325217 and 14322994
- Volume :
- 84
- Database :
- OpenAIRE
- Journal :
- Mathematical Methods of Operations Research
- Accession number :
- edsair.doi...........ff04f2e3e442d538e8f78c4697e3cfc1