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Multi-stage design space reduction and metamodeling optimization method based on self-organizing maps and fuzzy clustering.

, , , , and . Expert Syst. Appl., (2016)

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A PDOC Method for Topology Optimization Design., , , and . ICIC (1), volume 6215 of Lecture Notes in Computer Science, page 555-563. Springer, (2010)Multi-stage design space reduction and metamodeling optimization method based on self-organizing maps and fuzzy clustering., , , , and . Expert Syst. Appl., (2016)Ensemble of surrogate models using sign based cross validation error., , , , and . CSCWD, page 526-531. IEEE, (2017)A Subdomain uncertainty-guided Kriging method with optimized feasibility metric for time-dependent reliability analysis., , , and . Reliab. Eng. Syst. Saf., (March 2024)A single-loop Kriging coupled with subset simulation for time-dependent reliability analysis., , , and . Reliab. Eng. Syst. Saf., (2021)A Kriging-assisted Double Population Differential Evolution for Mixed-Integer Expensive Constrained Optimization Problems with Mixed Constraints., , , , and . Swarm Evol. Comput., (February 2024)An expert system using rough sets theory and self-organizing maps to design space exploration of complex products., , , , and . Expert Syst. Appl., 37 (11): 7364-7372 (2010)A local minimum sampling strategy for the construction of boundaries using support vector machines., , , and . CSCWD, page 299-303. IEEE, (2012)Incorporating gradient information into dimension perturbation mutation for high-dimensional expensive optimization., , , , , and . Swarm Evol. Comput., (February 2024)A Subdomain Uncertainty-Guided Kriging Method with Subset Simulation for Reliability Estimation., , and . CSCWD, page 1526-1531. IEEE, (2023)