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Computational Methods and Production Engineering
Research and Development
The latest resource exploring the relationship between applied computational methods and production engineering, including recent innovations
J Paulo Davim (Edited by)
9780857094810, Elsevier Science
Hardback, published 30 May 2017
242 pages
22.9 x 15.1 x 2.1 cm, 0.52 kg
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.
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
Subject Areas: Applied mathematics [PBW], Production & quality control management [KJMV5]
