Open Daily: 10am - 10pm | Alley door pickup 10am - 7pm 3038 Hennepin Ave Minneapolis, MN
612-822-4611

  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
High-Performance Simulation-Based Optimization

High-Performance Simulation-Based Optimization

Bartz-Beielstein, Thomas
Filipič, Bogdan
Korosec, Peter

Hardcover

Series: Studies in Computational Intelligence, Book 833

Technology & EngineeringGeneral Computers

ISBN10: 3030187632
ISBN13: 9783030187637
Publisher: Springer Nature
Published: Jun 14 2019
Pages: 291
Weight: 1.34
Height: 0.75 Width: 6.14 Depth: 9.21
Language: English
This book presents the state of the art in designing high-performance algorithms that combine simulation and optimization in order to solve complex optimization problems in science and industry, problems that involve time-consuming simulations and expensive multi-objective function evaluations. As traditional optimization approaches are not applicable per se, combinations of computational intelligence, machine learning, and high-performance computing methods are popular solutions. But finding a suitable method is a challenging task, because numerous approaches have been proposed in this highly dynamic field of research. That's where this book comes in: It covers both theory and practice, drawing on the real-world insights gained by the contributing authors, all of whom are leading researchers. Given its scope, if offers a comprehensive reference guide for researchers, practitioners, and advanced-level students interested in using computational intelligence and machine learning to solve expensive optimization problems.

1 different editions

Also available

Also in

General Computers

View All