A Fast Multipoint Expected Improvement for Parallel Expensive Optimization
The multipoint expected improvement (EI) criterion is a well-defined parallel infill criterion for expensive optimization. However, the exact calculation of the classical multipoint EI involves eva…
A Fast Kriging-Assisted Evolutionary Algorithm Based on Incremental Learning
Kriging models, also known as Gaussian process models, are widely used in surrogate-assisted evolutionary algorithms (SAEAs). However, the cubic time complexity of the standard Kriging models limit…
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