Data-driven Global Optimization Methods and Applications

Discover cutting-edge data-driven global optimization methods in this comprehensive guide from The Bookish Owl. Perfect for researchers, students, and engineers, this book bridges theoretical foundations with practical applications in complex engineering challenges. Explore innovative approaches like space reduction, hybrid and multi-surrogate models, constrained optimization, and high-dimensional solutions. Learn how these efficient techniques tackle real-world industrial problems, drawing from AI, machine learning, and advanced algorithms. Essential reading for anyone seeking to advance their knowledge in optimization methods and engineering design. Dive into the latest research and unlock new possibilities in optimization.