Memes as building blocks: a case study on evolutionary optimization + transfer learning for routing problems

Memes as building blocks: a case study on evolutionary optimization + transfer learning for routing problems

A significantly under-explored area of evolutionary optimization in the literature is the study of optimization methodologies that can evolve along with the problems solved. Particularly, present evolutionary optimization approaches generally start their search from scratch or the ground-zero state...

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Bibliographic Details
Main Authors: FENG, Liang, ONG, Yew-Soon, TAN, Ah-hwee, TSANG, Ivor W.
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2015
Subjects:
Memetic computation
Evolutionary optimization of problems
Learning from past experiences
Culture-inspired
Evolutionary learning
Transfer learning
Databases and Information Systems
Programming Languages and Compilers
Software Engineering
Online Access:https://ink.library.smu.edu.sg/sis_research/5201
https://ink.library.smu.edu.sg/context/sis_research/article/6204/viewcontent/Feng2015_Article_MemesAsBuildingBlocksACaseStud.pdf
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Institution: Singapore Management University
Language: English

Internet

https://ink.library.smu.edu.sg/sis_research/5201
https://ink.library.smu.edu.sg/context/sis_research/article/6204/viewcontent/Feng2015_Article_MemesAsBuildingBlocksACaseStud.pdf

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