Advances in Evolutionary and Deterministic Methods for Design, Optimization and Control in Engineering and Sciences

1. Auflage 2021
ISBN: 978-3-030-57421-5
Verlag: Springer International Publishing

Buch, Englisch, Band 55, 435 Seiten, Format (B × H): 160 mm x 241 mm, Gewicht: 834 g

Reihe: Computational Methods in Applied Sciences

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.

Zielgruppe

Research

Autoren/Hrsg.

Gaspar-Cunha, António

Periaux, Jacques

Greiner, David

Giannakoglou, Kyriakos C.

Gauger, Nicolas R.

Quagliarella, Domenico

Fachgebiete

• Technische Wissenschaften Technik Allgemein Mess- und Automatisierungstechnik
• Technische Wissenschaften Elektronik | Nachrichtentechnik Nachrichten- und Kommunikationstechnik Regelungstechnik
• Technische Wissenschaften Technik Allgemein Mathematik für Ingenieure
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz

Inhaltsverzeichnis

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.