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En route to automated extraction and transfer of knowledge in multitask optimization : an evolutionary perspective

It is a conventional wisdom that real world problems seldom occur in isolation. The motivation for this work, inspired from the observation that humans rarely tackle every problem from scratch, is to improve optimization performance through adap- tive knowledge transfer across related problems. The...

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書目詳細資料
主要作者: Bali, Kavitesh Kumar
其他作者: Ong Yew Soon
格式: Thesis-Doctor of Philosophy
語言:English
出版: Nanyang Technological University 2021
主題:
在線閱讀:https://hdl.handle.net/10356/152658
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機構: Nanyang Technological University
語言: English