Software Engineering

Volume 7, Issue 4, December 2019

  • A Review on Surrogate-Based Global Optimization Methods for Computationally Expensive Functions

    Pengcheng Ye

    Issue: Volume 7, Issue 4, December 2019
    Pages: 68-84
    Received: 2 October 2019
    Accepted: 21 October 2019
    Published: 19 November 2019
    DOI: 10.11648/
    Abstract: The great computational burden caused by complicated and unknown analysis restricts the use of simulation-based optimization. In order to mitigate this challenge, surrogate-based global optimization methods have gained popularity for their capability in handling computationally expensive functions. This paper surveys the fundamental issues that ari... Show More