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Author:   Slawomir Koziel ,  Leifur Leifsson ,  Xin-She Yang
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Edition:   Softcover reprint of the original 1st ed. 2014
Volume:   97
Weight:   5.838kg
ISBN:  

9783319349787

ISBN 10:   3319349783
Pages:   335
Publication Date:   22 September 2016
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand  
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Surrogate-based and One-shot Optimization Methods for PDE-constrained Problems with an Application in Climate Models.- Shape-Preserving Response Prediction for Surrogate Modeling and Engineering Design Optimization.- Nested Space Mapping Technique for Design and Optimization of Complex Microwave Structures with Enhanced Functionality.- Automated Low-Fidelity Model Setup for Surrogate-Based Aerodynamic Optimization.- Design Space Reduction for Expedited Multi-Objective Design Optimization of Antennas in Highly-Dimensional Spaces.- Numerically Efficient Approach to Simulation Driven Design of Planar Microstrip Antenna Arrays By Means of Surrogate-Based Optimization.- Optimal Design of Computationally Expensive EM-Based Systems: A Surrogate-Based Approach.- Atomistic Surrogate-Based Optimization for Simulation-Driven Design of Computationally Expensive Microwave Circuits with Compact Footprints.- Knowledge Based 3-Step Modeling Strategy Exploiting Artificial Neural Network.- Large-Scale Global Optimization via Swarm Intelligence.- Evolutionary Clustering for Synthetic Aperture Radar Images.- Automated Classification of Airborne Laser Scanning Point Clouds.- A Novel Approach to the Common Due-Date Problem on Single and Parallel Machines.- On Gaussian Processes for NARX Modelling and Their Associated Higher-order Frequency Response Functions.

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