Robust learning for optimization: navigating samples and noise

• 主要作者: Yang, Chunxue
• 其他作者: Bei Xiaohui
• 格式: Thesis-Doctor of Philosophy
• 語言: English
• 出版: Nanyang Technological University 2023
• 主題: Science::Mathematics::Applied mathematics::Optimization; Science::Mathematics::Applied mathematics::Game theory; Science::Mathematics::Discrete mathematics::Combinatorics
• 在線閱讀: https://hdl.handle.net/10356/170243

Optimization is the process of identifying the optimal solution among a multitude of options, which lies at the heart of many computational problems in operations research, computer science, and engineering. Traditional optimization methods rely on formulating a model and designing algorithms based...