Solution representation learning in transfer evolutionary optimization
The human cognitive ability to learn with experience is a masterpiece of natural evolution that has yet to be fully duplicated in computational and artificial intelligence systems. When presented with a new task, our brain has the natural tendency to retrieve and reuse knowledge priors acquired from...
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Format: | Thesis-Doctor of Philosophy |
Language: | English |
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Nanyang Technological University
2021
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Online Access: | https://hdl.handle.net/10356/153156 |
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Institution: | Nanyang Technological University |
Language: | English |