Engineering Design Via Surrogate Modelling: A Practical Guide

In the realm of engineering design, where resources often strain against the demands of innovation, a new approach emerges through the use of surrogate modeling. This guide offers a comprehensive exploration of how these models efficiently simulate complex systems, allowing engineers to traverse vast design spaces with unprecedented speed and accuracy.

Authors Alexander I.J. Forrester, Andras Sóbester, and Andy Keane unravel the intricacies of surrogate modeling, addressing both theoretical foundations and practical applications. With a focus on enhancing the design process, they provide insights that streamline decision-making, significantly cutting down the time and costs typically associated with traditional evaluation methods.

Delving into real-world case studies and offering hands-on strategies, the authors equip readers with the tools necessary to implement surrogate models effectively. This practical guide stands as an essential resource for practitioners and students alike, fostering a deeper understanding of design optimization in modern engineering contexts.