An evolutionary search paradigm that learns with past experiences

• Main Authors: FENG, Liang, ONG, Yew-Soon, TSANG, Ivor, TAN, Ah-hwee
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2012
• Subjects: Databases and Information Systems; Theory and Algorithms
• Online Access: https://ink.library.smu.edu.sg/sis_research/6697; https://ink.library.smu.edu.sg/context/sis_research/article/7700/viewcontent/Evolutionary_Search_CEC_2012__1_.pdf
• Institution: Singapore Management University

A major drawback of evolutionary optimization approaches in the literature is the apparent lack of automated knowledge transfers and reuse across problems. Particularly, evolutionary optimization methods generally start a search from scratch or ground zero state, independent of how similar the given...