A Dynamic Scheduling Heuristic for a Parallel, Multiple Machine, Job Shop with Due Dates PDF Download

Author: Jeffrey F. Christensen
Publisher:
ISBN:
Category : Operations research
Languages : en
Pages : 154

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Author: John J. Grefenstette
Publisher: Psychology Press
ISBN: 1317760247
Category : Psychology
Languages : en
Pages : 345

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Book Description
Computer solutions to many difficult problems in science and engineering require the use of automatic search methods that consider a large number of possible solutions to the given problems. This book describes recent advances in the theory and practice of one such search method, called Genetic Algorithms. Genetic algorithms are evolutionary search techniques based on principles derived from natural population genetics, and are currently being applied to a variety of difficult problems in science, engineering, and artificial intelligence.

Author: Thomas E. Morton
Publisher: John Wiley & Sons
ISBN: 9780471578192
Category : Business & Economics
Languages : en
Pages : 718

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Book Description
Reflects exact and heuristic methods of scheduling techniques suitable for creating customized sequencing and scheduling systems for flexible manufacturing, project management, group and cellular manufacturing operations. Summarizes complex computational studies demonstrating how they work in practice. Contains new theories and techniques developed by the author. Includes a software disk to reinforce and practice the methods described.

Author: Peter Brucker
Publisher: Springer Science & Business Media
ISBN: 3540695168
Category : Business & Economics
Languages : en
Pages : 379

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Book Description
Besides scheduling problems for single and parallel machines and shop scheduling problems, this book covers advanced models involving due-dates, sequence dependent changeover times and batching. Discussion also extends to multiprocessor task scheduling and problems with multi-purpose machines. Among the methods used to solve these problems are linear programming, dynamic programming, branch-and-bound algorithms, and local search heuristics. The text goes on to summarize complexity results for different classes of deterministic scheduling problems.

Author: Kenneth R. Baker
Publisher: John Wiley & Sons
ISBN: 1118626257
Category : Business & Economics
Languages : en
Pages : 407

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Book Description
An up-to-date and comprehensive treatment of the fundamentals of scheduling theory, including recent advances and state-of-the-art topics Principles of Sequencing and Scheduling strikes a unique balance between theory and practice, providing an accessible introduction to the concepts, methods, and results of scheduling theory and its core topics. With real-world examples and up-to-date modeling techniques, the book equips readers with the basic knowledge needed for understanding scheduling theory and delving into its applications. The authors begin with an introduction and overview of sequencing and scheduling, including single-machine sequencing, optimization and heuristic solution methods, and models with earliness and tardiness penalties. The most current material on stochastic scheduling, including correct scheduling of safety time and the use of simulation for optimization, is then presented and integrated with deterministic models. Additional topical coverage includes: Extensions of the basic model Parallel-machine models Flow shop scheduling Scheduling groups of jobs The job shop problem Simulation models for the dynamic job shop Network methods for project scheduling Resource-constrained project scheduling Stochastic and safe scheduling Extensive end-of-chapter exercises are provided, some of which are spreadsheet-oriented, and link scheduling theory to the most popular analytic platform among today's students and practitioners—the Microsoft Office Excel® spreadsheet. Extensive references direct readers to additional literature, and the book's related Web site houses material that reinforces the book's concepts, including research notes, data sets, and examples from the text. Principles of Sequencing and Scheduling is an excellent book for courses on sequencing and scheduling at the upper-undergraduate and graduate levels. It is also a valuable reference for researchers and practitioners in the fields of statistics, computer science, operations research, and engineering.

Author: Charles A. Holloway
Publisher:
ISBN:
Category : Production scheduling
Languages : en
Pages : 60

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Book Description
Interactive scheduling procedures for job shop problems are appealing because current scheduling techniques cannot deal with the problem in its full complexity. The report presents an interactive model which builds on a multi-pass heuristic scheduling procedure for the due-date problem. The program allows a human scheduler to interact to improve schedules and modify problem descriptions in an attempt to arrive at a satisfactory solution. A discussion of the model's capabilities and detailed operating procedures are contained in the report. (Author).

Author: Zesheng He
Publisher:
ISBN:
Category : Production scheduling
Languages : en
Pages : 152

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Book Description

Author: Halil Ibrahim Demir
Publisher: CRC Press
ISBN: 1000919706
Category : Technology & Engineering
Languages : en
Pages : 153

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Book Description
Traditionally, the three most important manufacturing functions are process planning, scheduling, and due-date assignment, which are handled sequentially and separately.This book integrates these manufacturing processes and functions to increase global performance along with manufacturing and production cost savings. Integrated Process Planning, Scheduling, and Due-Date Assignment combines the most important manufacturing functions to use manufacturing resources better, reduce production costs, and eliminate bottlenecks with increased production efficiency. The book covers how the integration will help eliminate scheduling conflicts and how to adapt to irregular shop floor disturbances. It also explains how other elements, such as tardiness and earliness, are penalized and how prioritizing helps improve weight performance function. This book will draw the interest of professionals, students, and academicians in process planning, scheduling, and due-date assignment. It could also be supplemental material for manufacturing courses in industrial engineering and manufacturing engineering departments.

Author: Jacek Blazewicz
Publisher: Springer Science & Business Media
ISBN: 3662032171
Category : Business & Economics
Languages : en
Pages : 493

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Book Description
This book is a continuation of Scheduling in Computer and Manufacturing Sys tems 1, two editions of which have received kind acceptance of a wide readership. As the previous position, it is the result of a collaborative German-Polish project which has been partially supported by Committee for Scientific Research 2 and DFG. We appreciate this help. We decided to treat this work as a new book rather than the third edition of the previous one due to two important reasons. First of all, the contents has been changed significantly. This concerns not only corrections we have introduced following the suggestions made by many readers (we are very grateful to all of them!) and taking into account our own experience, but first of all this means that important new material has been added. In particular, in the introductory part the ideas of new local search heuristics, i. e. generally applicable global optimization strategies with a simple capability of learning (ejection chains, genetic algo rithms) have been presented. In the framework of parallel processor scheduling, topics of imprecise computations and lot size scheduling have been studied. Further on flow shop and job shop scheduling problems have been studied much more extensively, both from the viewpoint of exact algorithms as well as heuris tics.

Author: Zhidong Deng
Publisher: Springer
ISBN: 9813290501
Category : Technology & Engineering
Languages : en
Pages : 759

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Book Description
The proceedings present selected research papers from the CIAC2019, held in Jiangsu, China on September 20-22, 2019. It covers a wide range of topics including intelligent control, robotics, artificial intelligence, pattern recognition, unmanned systems, IoT and machine learning. It includes original research and the latest advances in the field of intelligent automation. Engineers and researchers from academia, industry, and government can gain valuable insights into solutions combining ideas from multiple disciplines in this field.