Relative Well-Posedness of Truncated Constrained Systems Accompanied by Variational Calculus
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arXiv
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| Main Authors: | , , |
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| Format: | Preprint |
| Published: |
2022
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| _version_ | 1866915264084312064 |
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| author | Mordukhovich, Boris S. Wu, Pengcheng Yang, Xiaoqi |
| author_facet | Mordukhovich, Boris S. Wu, Pengcheng Yang, Xiaoqi |
| contents | The paper concerns foundations of sensitivity and stability analysis in optimization and related areas, being primarily addressed truncated constrained systems. We consider general models, which are described by multifunctions between Banach spaces and concentrate on characterizing their well-posedness properties that revolve around Lipschitz stability and metric regularity relative to sets. Invoking tools of variational analysis and generalized differentiation, we introduce new robust notions of relative contingent coderivatives. The novel machinery of variational analysis leads us to establishing complete characterizations of such properties and developing basic rules of variational calculus interrelated with the obtained characterizations of well-posedness. Most of the our results valid in general infinite-dimensional settings are also new in finite dimensions. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2212_02727 |
| institution | arXiv |
| publishDate | 2022 |
| record_format | arxiv |
| spellingShingle | Relative Well-Posedness of Truncated Constrained Systems Accompanied by Variational Calculus Mordukhovich, Boris S. Wu, Pengcheng Yang, Xiaoqi Optimization and Control 49J53, 49J52, 49K40 The paper concerns foundations of sensitivity and stability analysis in optimization and related areas, being primarily addressed truncated constrained systems. We consider general models, which are described by multifunctions between Banach spaces and concentrate on characterizing their well-posedness properties that revolve around Lipschitz stability and metric regularity relative to sets. Invoking tools of variational analysis and generalized differentiation, we introduce new robust notions of relative contingent coderivatives. The novel machinery of variational analysis leads us to establishing complete characterizations of such properties and developing basic rules of variational calculus interrelated with the obtained characterizations of well-posedness. Most of the our results valid in general infinite-dimensional settings are also new in finite dimensions. |
| title | Relative Well-Posedness of Truncated Constrained Systems Accompanied by Variational Calculus |
| topic | Optimization and Control 49J53, 49J52, 49K40 |
| url | https://arxiv.org/abs/2212.02727 |