Multi-objective evolutionary optimisation for product design and manufacturing

With the increasing complexity and dynamism in today s product design and manufacturing, more optimal, robust and practical approaches and systems are needed to support product design and manufacturing activities. Multi-objective Evolutionary Optimisation for Product Design and Manufacturing present...

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Altres autors: Wang, Lihui (Director editorial), Ng, Amos H. C. (Director editorial), Deb, Kalyanmoy (Director editorial)
Format: Livre numérique
Idioma:Anglais
Publicat: London : Springer London [20..].
Cham : Springer Nature
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Accès sur la plateforme Istex
Accès Université d'Orléans
Accès INSA CVL
Nota: Archives Springer e-books (Licence nationale)
Archives Springer e-books (Licence nationale)
Autres localisations: Voir dans le Sudoc
Edition sous un autre format:• Multi-objective evolutionary optimisation for product design and manufacturing, edited by Lihui Wang, Amos H.C. Ng, Kalyanmoy Deb, London, Springer, 2011, 1 v., 978-0-85729-617-7
Taula de continguts:
  • 1. Multi-objective Optimisation Using Evolutionary Algorithms: An Introduction 2. Multi-objective Optimisation in Manufacturing Supply-chain Systems 3. State-of-the-Art Multi-objective Optimisation of Manufacturing Processes Based on Thermo-mechanical Simulations 4. Many-objective Evolutionary Optimisation and Visual Analytics for Product Family Design 5. Product Portfolio Selection of Designs Through an Analysis of Lower-dimensional Manifolds and Identification of Common Properties 6. Multi-objective Optimisation of a Family of Industrial Robots 7. Multi-objective Optimisation and Multi-criteria Decision 8. A Setup Planning Approach Considering Tolerance Cost Factors 9. Preference Vector Ant Colony System for Minimising Make-span and Energy Consumption in a Hybrid Flow Shop 10. Intelligent Optimisation for Integrated Process Planning and Scheduling 11. Distributed Real-time Scheduling by Using Multi-agent Reinforcement Learning 12. A Multiple Ant Colony Optimisation Approach for a Multi-objective Manufacturing Rescheduling Problem 13. Reconfigurable Facility Layout Design for Job-shop Assembly Operations 14. A Simulation Optimisation Framework for Container Terminal Layout Design 15. Simulation-based Innovisation Using Data Mining for Production Systems Analysis 16. Multi-objective Production Systems Optimisation with Investment and Running Cost 17. Supply Chain Design Using Simulation-based NSGA-II Approach