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Sushil J. Louis. Working from blueprints: Evolutionary learning for design. Artificial Intelligence in Engineering, 11(3):335--341, 1997.

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Learning to be Selective in Genetic-Algorithm-Based Design.. - Haym (1999)   (2 citations)  (Correct)

....methods implicitly allows the GA to vary the thresh15 old of acceptability over the course of the search, and makes a much weaker assumption about the shape of the boundary between good and bad regions than is the case for other learning methods. Also in the field of GA design optimization [ Louis 1997 ] presented a method for using information about an entire GA optimization to guide other GA optimizations in similar domains. Several research e#orts outside the GA field also focused on the idea of using search history to guide future exploration. The examples include: Tabu search [ Glover ....

Sushil J. Louis. Working from blueprints: Evolutionary learning for design. Artificial Intelligence in Engineering, 11(3):335--341, 1997.


Gado: A Genetic Algorithm For Continuous Design Optimization - Rasheed (1998)   (3 citations)  (Correct)

....implicitly allows the GA to vary the threshold of acceptability over the course of the search, and makes a much weaker assumption about the shape of the boundary between good and bad regions than is the case for traditional inductive learning methods. Also in the field of GA optimization [ Louis 1997 ] presented a method for using information about an entire GA optimization to guide another GA optimization in a similar domain. He presented his work in a design optimization framework. Several research efforts outside the GA field also focused on the idea of using search history to guide future ....

Sushil J. Louis. Working from blueprints: Evolutionary learning for design. Artificial Intelligence in Engineering, 11(3):335--341, 1997.


An Exploration Into Evolutionary Models for Non-Routine Design - Rosenman (1997)   (3 citations)  (Correct)

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Louis, S. Working from blueprints: evolutionary learning for design, ???DETAILS FROM THIS ISSUE???

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