Advances in Evolutionary and Deterministic Methods for Design, Optimization and Control in Engineering and Sciences
Published on 24. November 2021
Book
Paperback/Softback
XI, 435 pages
978-3-030-57424-6 (ISBN)
Description
This book presents improved and extended versions of selected papers from EUROGEN 2019, a conference with interest on developing or applying evolutionary and deterministic methods in optimization of design and emphasizing on industrial and societal applications.
More details
Series
Edition
2021 ed.
Language
English
Place of publication
Cham
Switzerland
Publishing group
Springer International Publishing
Target group
Professional and scholarly
Illustrations
49 s/w Abbildungen, 172 farbige Abbildungen
XI, 435 p. 221 illus., 172 illus. in color.
Dimensions
Height: 235 mm
Width: 155 mm
Thickness: 25 mm
Weight
674 gr
ISBN-13
978-3-030-57424-6 (9783030574246)
DOI
10.1007/978-3-030-57422-2
Schweitzer Classification
Other editions
Additional editions
António Gaspar-Cunha | Jacques Periaux | Kyriakos C. Giannakoglou
Advances in Evolutionary and Deterministic Methods for Design, Optimization and Control in Engineering and Sciences
Book
11/2020
Springer
€299.59
Shipment within 7-9 days
Content
Metaheuristics and Evolutionary Algorithms (including Evolutionary Programming, Evolution Strategies, Genetic Algorithms, Memetic Algorithms and Artificial Immune Systems, etc.).- Multi-objective Evolutionary Algorithms and Constraint Handling Techniques.- Adjoint based and One-shot Methods.- Hybrid Optimisation methods (Gradient Based Methods, Combinatorial Optimization Methods, etc.).- High Performance Computing and GPUs based Optimisation Algorithms.- Goal oriented optimization for mesh and meshless methods.- Game Strategies.- Surrogate Models for Optimisation.- Parallel and distributed Evolutionary Algorithms (from LANs to GRID).- Multi-disciplinary Optimization Methods.- Design Optimisation under Uncertainties.- Multi-criteria Decision Making.- Topology Optimization.- Aeronautics, Aerospace, and Space.- Agriculture and Food Production.- Automotive.- Bio Engineering and Medicine.- CAD and Manufacturing.- Civil and Structural Engineering.- Economics and Finance .- Electromagnetics.-Electronics.- Energy, including Renewable Energy.- Environment.- Genetics.- Material Science and Technology.- Offshores, Coastal and Marine Engineering and Operations.- RAMS Analysis.- Risk Analysis.- Smart Materials and Structures.- Social Sciences and Politics.- Telecommunications.