Large Scale Optimization in Supply Chains and Smart Manufacturing: Theory and Applications
In this book, theory of large scale optimization is introduced with case studies of real-world problems and applications of structured mathematical modeling. The large scale optimization methods are represented by various theories such as Benders’ decomposition, logic-based Benders’ decomposition, L...
Gespeichert in:
| Weitere Verfasser: | , , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Cham
Springer
[2019]
|
| Schriftenreihe: | Springer Optimization and Its Applications
Volume 149 |
| Schlagworte: | |
| Zusammenfassung: | In this book, theory of large scale optimization is introduced with case studies of real-world problems and applications of structured mathematical modeling. The large scale optimization methods are represented by various theories such as Benders’ decomposition, logic-based Benders’ decomposition, Lagrangian relaxation, Dantzig –Wolfe decomposition, multi-tree decomposition, Van Roy’ cross decomposition and parallel decomposition for mathematical programs such as mixed integer nonlinear programming and stochastic programming. Case studies of large scale optimization in supply chain management, smart manufacturing, and Industry 4.0 are investigated with efficient implementation for real-time solutions. The features of case studies cover a wide range of fields including the Internet of things, advanced transportation systems, energy management, supply chain networks, service systems, operations management, risk management, and financial and sales management. Instructors, graduate students, researchers, and practitioners, would benefit from this book finding the applicability of large scale optimization in asynchronous parallel optimization, real-time distributed network, and optimizing the knowledge-based expert system for convex and non-convex problems |
| Beschreibung: | xxi, 282 Seiten Illustrationen, Diagramme |
| ISBN: | 9783030227906 |
Internformat
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| id | DE-604.BV046925705 |
| illustrated | Illustrated |
| index_date | 2024-07-03T15:32:47Z |
| indexdate | 2024-07-10T08:57:40Z |
| institution | BVB |
| isbn | 9783030227906 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-032334818 |
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| physical | xxi, 282 Seiten Illustrationen, Diagramme |
| publishDate | 2019 |
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| series2 | Springer Optimization and Its Applications |
| spelling | Large Scale Optimization in Supply Chains and Smart Manufacturing Theory and Applications Jesús M. Velásquez-Bermúdez, Marzieh Khakifirooz, Mahdi Fathi, editors Cham Springer [2019] xxi, 282 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier Springer Optimization and Its Applications Volume 149 In this book, theory of large scale optimization is introduced with case studies of real-world problems and applications of structured mathematical modeling. The large scale optimization methods are represented by various theories such as Benders’ decomposition, logic-based Benders’ decomposition, Lagrangian relaxation, Dantzig –Wolfe decomposition, multi-tree decomposition, Van Roy’ cross decomposition and parallel decomposition for mathematical programs such as mixed integer nonlinear programming and stochastic programming. Case studies of large scale optimization in supply chain management, smart manufacturing, and Industry 4.0 are investigated with efficient implementation for real-time solutions. The features of case studies cover a wide range of fields including the Internet of things, advanced transportation systems, energy management, supply chain networks, service systems, operations management, risk management, and financial and sales management. Instructors, graduate students, researchers, and practitioners, would benefit from this book finding the applicability of large scale optimization in asynchronous parallel optimization, real-time distributed network, and optimizing the knowledge-based expert system for convex and non-convex problems bicssc bisacsh Mathematical optimization Business logistics Mathematical models Manufactures Mathematics Operations Research (DE-588)4043586-6 gnd rswk-swf Optimierung (DE-588)4043664-0 gnd rswk-swf Produktionsprozess (DE-588)4123984-2 gnd rswk-swf Transportproblem (DE-588)4060694-6 gnd rswk-swf Supply Chain Management (DE-588)4684051-5 gnd rswk-swf Intelligente Fertigung (DE-588)4713256-5 gnd rswk-swf Prozessoptimierung (DE-588)4176074-8 gnd rswk-swf Hardcover, Softcover / Mathematik/Sonstiges (DE-588)4143413-4 Aufsatzsammlung gnd-content Optimierung (DE-588)4043664-0 s Supply Chain Management (DE-588)4684051-5 s Transportproblem (DE-588)4060694-6 s Produktionsprozess (DE-588)4123984-2 s Prozessoptimierung (DE-588)4176074-8 s Intelligente Fertigung (DE-588)4713256-5 s Operations Research (DE-588)4043586-6 s DE-604 Velásquez-Bermúdez, Jesús M. edt Khakifirooz, Marzieh (DE-588)1197276114 edt Fathi, Mahdi (DE-588)1197276939 edt Erscheint auch als Online-Ausgabe 978-3-030-22788-3 Springer Optimization and Its Applications Volume 149 (DE-604)BV021746093 149 |
| spellingShingle | Large Scale Optimization in Supply Chains and Smart Manufacturing Theory and Applications Springer Optimization and Its Applications bicssc bisacsh Mathematical optimization Business logistics Mathematical models Manufactures Mathematics Operations Research (DE-588)4043586-6 gnd Optimierung (DE-588)4043664-0 gnd Produktionsprozess (DE-588)4123984-2 gnd Transportproblem (DE-588)4060694-6 gnd Supply Chain Management (DE-588)4684051-5 gnd Intelligente Fertigung (DE-588)4713256-5 gnd Prozessoptimierung (DE-588)4176074-8 gnd |
| subject_GND | (DE-588)4043586-6 (DE-588)4043664-0 (DE-588)4123984-2 (DE-588)4060694-6 (DE-588)4684051-5 (DE-588)4713256-5 (DE-588)4176074-8 (DE-588)4143413-4 |
| title | Large Scale Optimization in Supply Chains and Smart Manufacturing Theory and Applications |
| title_auth | Large Scale Optimization in Supply Chains and Smart Manufacturing Theory and Applications |
| title_exact_search | Large Scale Optimization in Supply Chains and Smart Manufacturing Theory and Applications |
| title_exact_search_txtP | Large Scale Optimization in Supply Chains and Smart Manufacturing Theory and Applications |
| title_full | Large Scale Optimization in Supply Chains and Smart Manufacturing Theory and Applications Jesús M. Velásquez-Bermúdez, Marzieh Khakifirooz, Mahdi Fathi, editors |
| title_fullStr | Large Scale Optimization in Supply Chains and Smart Manufacturing Theory and Applications Jesús M. Velásquez-Bermúdez, Marzieh Khakifirooz, Mahdi Fathi, editors |
| title_full_unstemmed | Large Scale Optimization in Supply Chains and Smart Manufacturing Theory and Applications Jesús M. Velásquez-Bermúdez, Marzieh Khakifirooz, Mahdi Fathi, editors |
| title_short | Large Scale Optimization in Supply Chains and Smart Manufacturing |
| title_sort | large scale optimization in supply chains and smart manufacturing theory and applications |
| title_sub | Theory and Applications |
| topic | bicssc bisacsh Mathematical optimization Business logistics Mathematical models Manufactures Mathematics Operations Research (DE-588)4043586-6 gnd Optimierung (DE-588)4043664-0 gnd Produktionsprozess (DE-588)4123984-2 gnd Transportproblem (DE-588)4060694-6 gnd Supply Chain Management (DE-588)4684051-5 gnd Intelligente Fertigung (DE-588)4713256-5 gnd Prozessoptimierung (DE-588)4176074-8 gnd |
| topic_facet | bicssc bisacsh Mathematical optimization Business logistics Mathematical models Manufactures Mathematics Operations Research Optimierung Produktionsprozess Transportproblem Supply Chain Management Intelligente Fertigung Prozessoptimierung Aufsatzsammlung |
| volume_link | (DE-604)BV021746093 |
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