Computational Methods and Production Engineering

Research and Development
Erscheinungsjahr 2017
ISBN: 978-0-85709-481-0
Verlag: Elsevier Science

Buch, Englisch, 242 Seiten, Format (B × H): 155 mm x 231 mm, Gewicht: 544 g

Computational Methods and Production Engineering: Research and Development is an original book publishing refereed, high quality articles with a special emphasis on research and development in production engineering and production organization for modern industry. Innovation and the relationship between computational methods and production engineering are presented.

Contents include: Finite Element method (FEM) modeling/simulation; Artificial neural networks (ANNs); Genetic algorithms; Evolutionary computation; Fuzzy logic; neuro-fuzzy systems; Particle swarm optimization (PSO); Tabu search and simulation annealing; and optimization techniques for complex systems.

As computational methods currently have several applications, including modeling manufacturing processes, monitoring and control, parameters optimization and computer-aided process planning, this book is an ideal resource for practitioners.

Autoren/Hrsg.

Davim, J Paulo

Fachgebiete

• Mathematik | Informatik EDV | Informatik Angewandte Informatik Wirtschaftsinformatik
• Wirtschaftswissenschaften Betriebswirtschaft Bereichsspezifisches Management Produktionsmanagement, Qualitätskontrolle
• Wirtschaftswissenschaften Betriebswirtschaft Wirtschaftsinformatik, SAP, IT-Management

Inhaltsverzeichnis

1. Finite Element method (FEM) modeling/simulation 2. Artificial neural networks (ANNs) 3. Genetic algorithms 4. Evolutionary computation 5. Fuzzy logic 6. Neuro-fuzzy systems 7. Particle swarm optimization (PSO) 8. Tabu search and simulation annealing 9. Optimization techniques for complex systems

Über Autor(innen)

Davim, J Paulo
Prof. (Dr.) J. Paulo Davim is a Full Professor at the University of Aveiro, Portugal, with over 35 years of experience in Mechanical, Materials, and Industrial Engineering. He holds multiple distinguished academic titles, including a PhD in Mechanical Engineering and a DSc from London Metropolitan University. He has published over 300 books and 600 articles, with more than 36,500 citations. He is ranked among the world's top 2% scientists by Stanford University and holds leadership positions in numerous international journals, conferences, and research projects.