Insights on transfer optimization : because experience is the best teacher

Traditional optimization solvers tend to start the search from scratch by assuming zero prior knowledge about the task at hand. Generally speaking, the capabilities of solvers do not automatically grow with experience. In contrast, however, humans routinely make use of a pool of knowledge drawn from...

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Bibliographic Details
Main Authors: Gupta, Abhishek, Ong, Yew-Soon, Feng, Liang
Other Authors: School of Computer Science and Engineering
Format: Article
Language:English
Published: 2021
Subjects:
Online Access:https://hdl.handle.net/10356/147980
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Institution: Nanyang Technological University
Language: English