In the intersection between machine learning, artificial intelligence and mathe- matical computation lies optimization. A powerful tool that enables us to solve a variety of large scale problems. The purpose of this work is to explore optimiza- tion in the distributed setting. We will then touch on factors that contribute to a faster and more stable algorithm while solving a distributed optimization problem. The main factor we will look into is how we can integrate control.
| Identifer | oai:union.ndltd.org:UPSALLA1/oai:DiVA.org:uu-506129 |
| Date | January 2023 |
| Creators | Farkhooi, Sam |
| Publisher | Uppsala universitet, Sannolikhetsteori och kombinatorik |
| Source Sets | DiVA Archive at Upsalla University |
| Language | English |
| Detected Language | English |
| Type | Student thesis, info:eu-repo/semantics/bachelorThesis, text |
| Format | application/pdf |
| Rights | info:eu-repo/semantics/openAccess |
| Relation | U.U.D.M. project report ; 2023:3 |
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