A study on augmented Lagrangian-based splitting methods for separable convex programming
Convex programming has played an important role in studying a wide class of applications arising from computer science, statistics, industrial engineering, and management. Moreover, the advent of big-data analytics has resulted in very large-scale structural convex programming problems, thereby nece...
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| Format: | Theses and Dissertations |
| Language: | English |
| Published: |
2017
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| Online Access: | http://hdl.handle.net/10356/73066 |
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| Institution: | Nanyang Technological University |
| Language: | English |