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

1. Auflage 2021
ISBN: 978-3-030-57424-6
Verlag: Springer

Buch, Englisch, 435 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 674 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

Giannakoglou, Kyriakos C.

Gauger, Nicolas R.

Quagliarella, Domenico

Greiner, David

Fachgebiete

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

Inhaltsverzeichnis

Algorithmic topics:

. 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

Major applications areas:

. 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