Solving Expensive Multi-Objective Optimization Problems by Kriging Model with Multi-Point Updating Strategy
2014 ◽
Vol 685
◽
pp. 667-670
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Keyword(s):
A method which utilizes Kriging model and a multi-point updating strategy is put forward for solving expensive multi-objective optimization problems. Assisted by a defined cheaper multi-objective optimization problem and a maximum average distance criterion, multiple updating points can be found. The proposed method is tested on two numerical functions and a ten-bar truss problem, the results show that the proposed method is efficient in obtaining Pareto optimal solutions with good convergence and diversity when the same computation resource is used comparing with two other methods.
2018 ◽
Vol 12
(5)
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pp. 514-519
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2011 ◽
pp. 218-233
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2008 ◽
Vol 17
(03)
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pp. 499-512
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2015 ◽
Vol 32
(05)
◽
pp. 1550036
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2016 ◽
Vol 0
(0)
◽
pp. 5-11