Job Shop Scheduling In Der Produktion
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Job Shop Scheduling With Consideration Of Due Dates
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Author : Jens Kuhpfahl
language : en
Publisher: Springer
Release Date : 2015-06-24
Job Shop Scheduling With Consideration Of Due Dates written by Jens Kuhpfahl and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-06-24 with Business & Economics categories.
Jens Kuhpfahl analyzes the job shop scheduling problem with minimizing the total weighted tardiness as objective. First, he provides a suitable graph representation based on a disjunctive graph formulation. Second, several key components of local search procedures are analyzed and enhanced. The resulting outputs of these investigations contribute to the development of a new solution procedure whose performance quality leads to superior computational results.
Extension Configuration And The Advantages Of The Shifting Bottleneck Approach For Solving Dynamic Job Shop Scheduling Problems In Production And Logistics Processes
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Author : Yi Tan
language : en
Publisher:
Release Date : 2017
Extension Configuration And The Advantages Of The Shifting Bottleneck Approach For Solving Dynamic Job Shop Scheduling Problems In Production And Logistics Processes written by Yi Tan and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017 with categories.
Generic Multi Agent Reinforcement Learning Approach For Flexible Job Shop Scheduling
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Author : Schirin Bär
language : en
Publisher: Springer Nature
Release Date : 2022-10-01
Generic Multi Agent Reinforcement Learning Approach For Flexible Job Shop Scheduling written by Schirin Bär and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-10-01 with Computers categories.
The production control of flexible manufacturing systems is a relevant component that must go along with the requirements of being flexible in terms of new product variants, new machine skills and reaction to unforeseen events during runtime. This work focuses on developing a reactive job-shop scheduling system for flexible and re-configurable manufacturing systems. Reinforcement Learning approaches are therefore investigated for the concept of multiple agents that control products including transportation and resource allocation.
Job Shop Scheduling In Der Produktion
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Author : Gerhard Georgi
language : de
Publisher: Springer-Verlag
Release Date : 2013-03-09
Job Shop Scheduling In Der Produktion written by Gerhard Georgi and has been published by Springer-Verlag this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-03-09 with Business & Economics categories.
In der Produktionsplanung treten häufig Maschinenbelegungs- und Reihenfolgeprobleme auf, die mit herkömmlichen Planungsmethoden nicht zu bewältigen sind. Die vorliegende Arbeit nähert sich dieser Problemstellung über das aus dem Operations Research bekannte Modell des Job Shop Scheduling. Verschiedene heuristische Planungsmethoden werden dargestellt und diskutiert. Gleichzeitig wird das Modell um praxisrelevante Besonderheiten, wie Rüstzeiten, parallele Maschinen oder begrenzte Maschinenarbeitszeit erweitert. Mit Hilfe eines Simulationssystems werden für verschiedene Szenarios bei einer praxisrelevanten Problemgröße von bis zu 300 Aufträgen die Planungsmethoden überprüft und für verschiedene planerische Zeitkriterien ausgewertet.
Advances In Industrial And Production Engineering
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Author : Kripa Shanker
language : en
Publisher: Springer
Release Date : 2019-04-23
Advances In Industrial And Production Engineering written by Kripa Shanker and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-04-23 with Technology & Engineering categories.
This book comprises select proceedings of the International Conference on Future Learning Aspects of Mechanical Engineering (FLAME 2018). The book discusses different topics of industrial and production engineering such as sustainable manufacturing systems, computer-aided engineering, rapid prototyping, manufacturing management and automation, metrology, manufacturing process optimization, casting, welding, machining, and machine tools. The contents of this book will be useful for researchers as well as professionals.
Production Scheduling
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Author : Rodrigo Righi
language : en
Publisher: BoD – Books on Demand
Release Date : 2012-01-11
Production Scheduling written by Rodrigo Righi and has been published by BoD – Books on Demand this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-01-11 with Technology & Engineering categories.
Generally speaking, scheduling is the procedure of mapping a set of tasks or jobs (studied objects) to a set of target resources efficiently. More specifically, as a part of a larger planning and scheduling process, production scheduling is essential for the proper functioning of a manufacturing enterprise. This book presents ten chapters divided into five sections. Section 1 discusses rescheduling strategies, policies, and methods for production scheduling. Section 2 presents two chapters about flow shop scheduling. Section 3 describes heuristic and metaheuristic methods for treating the scheduling problem in an efficient manner. In addition, two test cases are presented in Section 4. The first uses simulation, while the second shows a real implementation of a production scheduling system. Finally, Section 5 presents some modeling strategies for building production scheduling systems. This book will be of interest to those working in the decision-making branches of production, in various operational research areas, as well as computational methods design. People from a diverse background ranging from academia and research to those working in industry, can take advantage of this volume.
Speed To Market
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Author : Vincent Bozzone
language : en
Publisher: AMACOM/American Management Association
Release Date : 2001
Speed To Market written by Vincent Bozzone and has been published by AMACOM/American Management Association this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with Business & Economics categories.
Lean manufacturing is the single most effective way to increase sales, cut costs, improve margins, and secure the future of a business. The problem is that the principles and philosophies of lean manufacturing are geared strictly to mass production operations and can be ineffective, even detrimental, for smaller job shops and make-to-order businesses. Now, Speed to Market delivers a proven approach for smaller suppliers who want to successfully cut their lead time and trigger profitable growth. Completely updated and expanded, the book explains how to: * Apply the principles of pull, flow, and the elimination of waste to every area of the company, at every stage from quotes to cash* Implement a continuous improvement process while sidestepping the typical implementation pitfalls* Ease scheduling problems* Improve performance and profitability using the book's practical concepts, process analysis tools, and perspective-enhancing techniques and much more
Genetic Programming For Production Scheduling
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Author : Fangfang Zhang
language : en
Publisher: Springer Nature
Release Date : 2021-11-12
Genetic Programming For Production Scheduling written by Fangfang Zhang and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-11-12 with Computers categories.
This book introduces readers to an evolutionary learning approach, specifically genetic programming (GP), for production scheduling. The book is divided into six parts. In Part I, it provides an introduction to production scheduling, existing solution methods, and the GP approach to production scheduling. Characteristics of production environments, problem formulations, an abstract GP framework for production scheduling, and evaluation criteria are also presented. Part II shows various ways that GP can be employed to solve static production scheduling problems and their connections with conventional operation research methods. In turn, Part III shows how to design GP algorithms for dynamic production scheduling problems and describes advanced techniques for enhancing GP’s performance, including feature selection, surrogate modeling, and specialized genetic operators. In Part IV, the book addresses how to use heuristics to deal with multiple, potentially conflicting objectives in production scheduling problems, and presents an advanced multi-objective approach with cooperative coevolution techniques or multi-tree representations. Part V demonstrates how to use multitask learning techniques in the hyper-heuristics space for production scheduling. It also shows how surrogate techniques and assisted task selection strategies can benefit multitask learning with GP for learning heuristics in the context of production scheduling. Part VI rounds out the text with an outlook on the future. Given its scope, the book benefits scientists, engineers, researchers, practitioners, postgraduates, and undergraduates in the areas of machine learning, artificial intelligence, evolutionary computation, operations research, and industrial engineering.
Metaheuristics For Production Scheduling
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Author : Bassem Jarboui
language : en
Publisher: John Wiley & Sons
Release Date : 2013-06-12
Metaheuristics For Production Scheduling written by Bassem Jarboui and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-06-12 with Technology & Engineering categories.
This book describes the potentialities of metaheuristics for solving production scheduling problems and the relationship between these two fields. For the past several years, there has been an increasing interest in using metaheuristic methods to solve scheduling problems. The main reasons for this are that such problems are generally hard to solve to optimality, as well as the fact that metaheuristics provide very good solutions in a reasonable time. The first part of the book presents eight applications of metaheuristics for solving various mono-objective scheduling problems. The second part is itself split into two, the first section being devoted to five multi-objective problems to which metaheuristics are adapted, while the second tackles various transportation problems related to the organization of production systems. Many real-world applications are presented by the authors, making this an invaluable resource for researchers and students in engineering, economics, mathematics and computer science. Contents 1. An Estimation of Distribution Algorithm for Solving Flow Shop Scheduling Problems with Sequence-dependent Family Setup Times, Mansour Eddaly, Bassem Jarboui, Radhouan Bouabda, Patrick Siarry and Abdelwaheb Rebaï. 2. Genetic Algorithms for Solving Flexible Job Shop Scheduling Problems, Imed Kacem. 3. A Hybrid GRASP-Differential Evolution Algorithm for Solving Flow Shop Scheduling Problems with No-Wait Constraints, Hanen Akrout, Bassem Jarboui, Patrick Siarry and Abdelwaheb Rebaï. 4. A Comparison of Local Search Metaheuristics for a Hierarchical Flow Shop Optimization Problem with Time Lags, Emna Dhouib, Jacques Teghem, Daniel Tuyttens and Taïcir Loukil. 5. Neutrality in Flow Shop Scheduling Problems: Landscape Structure and Local Search, Marie-Eléonore Marmion. 6. Evolutionary Metaheuristic Based on Genetic Algorithm: Application to Hybrid Flow Shop Problem with Availability Constraints, Nadia Chaaben, Racem Mellouli and Faouzi Masmoudi. 7. Models and Methods in Graph Coloration for Various Production Problems, Nicolas Zufferey. 8. Mathematical Programming and Heuristics for Scheduling Problems with Early and Tardy Penalties, Mustapha Ratli, Rachid Benmansour, Rita Macedo, Saïd Hanafi, Christophe Wilbaut. 9. Metaheuristics for Biobjective Flow Shop Scheduling, Matthieu Basseur and Arnaud Liefooghe. 10. Pareto Solution Strategies for the Industrial Car Sequencing Problem, Caroline Gagné, Arnaud Zinflou and Marc Gravel. 11. Multi-Objective Metaheuristics for the Joint Scheduling of Production and Maintenance, Ali Berrichi and Farouk Yalaoui. 12. Optimization via a Genetic Algorithm Parametrizing the AHP Method for Multicriteria Workshop Scheduling, Fouzia Ounnar, Patrick Pujo and Afef Denguir. 13. A Multicriteria Genetic Algorithm for the Resource-constrained Task Scheduling Problem, Olfa Dridi, Saoussen Krichen and Adel Guitouni. 14. Metaheuristics for the Solution of Vehicle Routing Problems in a Dynamic Context, Tienté Hsu, Gilles Gonçalves and Rémy Dupas. 15. Combination of a Metaheuristic and a Simulation Model for the Scheduling of Resource-constrained Transport Activities, Virginie André, Nathalie Grangeon and Sylvie Norre. 16. Vehicle Routing Problems with Scheduling Constraints, Rahma Lahyani, Frédéric Semet and Benoît Trouillet. 17. Metaheuristics for Job Shop Scheduling with Transportation, Qiao Zhang, Hervé Manier, Marie-Ange Manier. About the Authors Bassem Jarboui is Professor at the University of Sfax, Tunisia. Patrick Siarry is Professor at the Laboratoire Images, Signaux et Systèmes Intelligents (LISSI), University of Paris-Est Créteil, France. Jacques Teghem is Professor at the University of Mons, Belgium.
Production Scheduling
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Author : Pierre Lopez
language : en
Publisher: John Wiley & Sons
Release Date : 2013-03-01
Production Scheduling written by Pierre Lopez and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-03-01 with Science categories.
The performance of an company depends both on its technological expertise and its managerial and organizational effectiveness. Production management is an important part of the process for manufacturing firms. The organization of production relies in general on the implementation of a certain number of basic functions, among which the scheduling function plays an essential role. This title presents recently developed methods for resolving scheduling issues. The basic concepts and the methods of production scheduling are introduced and advanced techniques are discussed, providing readers with a comprehensive and accessible guide to employing this process.