A tutorial-and-benchmark chapter that ranks ten surrogate-based derivative-free optimization algorithms on four synthetic functions and two process engineering case studies, with code released on GitHub.
The ALAMO Approach to Machine Learning
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Surrogate-Based Optimization Techniques for Process Systems Engineering
A tutorial-and-benchmark chapter that ranks ten surrogate-based derivative-free optimization algorithms on four synthetic functions and two process engineering case studies, with code released on GitHub.