Scheduling Problems

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Scheduling Algorithms

Peter Brucker
Scheduling Algorithms Book PDF

Author : Peter Brucker
Publisher : Springer Science & Business Media
Page : 336 pages
File Size : 48,7 Mb
Release : 2013-04-17
Category : Business & Economics
ISBN : 9783662030882

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Scheduling Algorithms by Peter Brucker Pdf

Besides scheduling problems for single and parallel machines and shop scheduling problems, the book covers advanced models involving due-dates, sequence dependent change-over times and batching. A discussion of multiprocessor task scheduling and problems with multi-purpose machines is accompanied by the methods used to solve such problems, such as polynomial algorithms, dynamic programming procedures, branch-and-bound algorithms and local search heuristics, and the whole is rounded off with an analysis of complexity issues.

Machine Scheduling Problems

A.H.G. Rinnooy Kan
Machine Scheduling Problems Book PDF

Author : A.H.G. Rinnooy Kan
Publisher : Springer Science & Business Media
Page : 188 pages
File Size : 51,8 Mb
Release : 2012-12-06
Category : Business & Economics
ISBN : 9781461343837

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Machine Scheduling Problems by A.H.G. Rinnooy Kan Pdf

1. Introduction.- 2. Problem Formulation.- 2.1. Notations and representations.- 2.2. Restrictive assumptions.- 2.3. Optimality criteria.- 2.3.1. Regular measures.- 2.3.1.1. Criteria based on completion times.- 2.3.1.2. Criteria based on due dates.- 2.3.1.3. Criteria based on inventory cost and utilization.- 2.3.2. Relations between criteria.- 2.3.3. Analysis of scheduling costs.- 2.4. Classification of problems.- 3. Methods of Solution.- 3.1. Complete enumeration.- 3.2. Combinatorial analysis.- 3.3. Mixed integer and non-linear programming.- 3.3.1. [Bowman 1959].- 3.3.2. [Pritsker et al. 1969].

Algorithms for Scheduling Problems

FrankWerner,Larysa Burtseva,Yuri Sotskov MDPI
Algorithms for Scheduling Problems Book PDF

Author : FrankWerner,Larysa Burtseva,Yuri Sotskov MDPI
Publisher : MDPI
Page : 209 pages
File Size : 50,9 Mb
Release : 2018-08-24
Category : Electronic
ISBN : 9783038971191

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Algorithms for Scheduling Problems by FrankWerner,Larysa Burtseva,Yuri Sotskov MDPI Pdf

This book is a printed edition of the Special Issue " Algorithms for Scheduling Problems" that was published in Algorithms

Constraint-Based Scheduling

Philippe Baptiste,Claude Le Pape,Wim Nuijten
Constraint Based Scheduling Book PDF

Author : Philippe Baptiste,Claude Le Pape,Wim Nuijten
Publisher : Springer Science & Business Media
Page : 204 pages
File Size : 43,5 Mb
Release : 2012-12-06
Category : Mathematics
ISBN : 9781461514794

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Constraint-Based Scheduling by Philippe Baptiste,Claude Le Pape,Wim Nuijten Pdf

Constraint Programming is a problem-solving paradigm that establishes a clear distinction between two pivotal aspects of a problem: (1) a precise definition of the constraints that define the problem to be solved and (2) the algorithms and heuristics enabling the selection of decisions to solve the problem. It is because of these capabilities that Constraint Programming is increasingly being employed as a problem-solving tool to solve scheduling problems. Hence the development of Constraint-Based Scheduling as a field of study. The aim of this book is to provide an overview of the most widely used Constraint-Based Scheduling techniques. Following the principles of Constraint Programming, the book consists of three distinct parts: The first chapter introduces the basic principles of Constraint Programming and provides a model of the constraints that are the most often encountered in scheduling problems. Chapters 2, 3, 4, and 5 are focused on the propagation of resource constraints, which usually are responsible for the "hardness" of the scheduling problem. Chapters 6, 7, and 8 are dedicated to the resolution of several scheduling problems. These examples illustrate the use and the practical efficiency of the constraint propagation methods of the previous chapters. They also show that besides constraint propagation, the exploration of the search space must be carefully designed, taking into account specific properties of the considered problem (e.g., dominance relations, symmetries, possible use of decomposition rules). Chapter 9 mentions various extensions of the model and presents promising research directions.

Decomposition Methods for Complex Factory Scheduling Problems

Irfan M. Ovacik,Reha Uzsoy
Decomposition Methods for Complex Factory Scheduling Problems Book PDF

Author : Irfan M. Ovacik,Reha Uzsoy
Publisher : Springer Science & Business Media
Page : 217 pages
File Size : 55,8 Mb
Release : 2012-12-06
Category : Business & Economics
ISBN : 9781461563297

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Decomposition Methods for Complex Factory Scheduling Problems by Irfan M. Ovacik,Reha Uzsoy Pdf

The factory scheduling problem, that of allocating machines to competing jobs in manufacturing facilities to optimize or at least improve system performance, is encountered in many different manufacturing environments. Given the competitive pressures faced by many companies in today's rapidly changing global markets, improved factory scheduling should contribute to a flrm's success. However, even though an extensive body of research on scheduling models has been in existence for at least the last three decades, most of the techniques currently in use in industry are relatively simplistic, and have not made use of this body of knowledge. In this book we describe a systematic, long-term research effort aimed at developing effective scheduling algorithms for complex manufacturing facilities. We focus on a speciflc industrial context, that of semiconductor manufacturing, and try to combine knowledge of the physical production system with the methods and results of scheduling research to develop effective approximate solution procedures for these problems. The class of methods we suggest, decomposition methods, constitute a broad family of heuristic approaches to large, NP-hard scheduling problems which can be applied in other environments in addition to those studied in this book.

Decision Analysis, Location Models, and Scheduling Problems

H. A. Eiselt,Carl-Louis Sandblom
Decision Analysis Location Models and Scheduling Problems Book PDF

Author : H. A. Eiselt,Carl-Louis Sandblom
Publisher : Springer Science & Business Media
Page : 456 pages
File Size : 43,9 Mb
Release : 2013-06-04
Category : Business & Economics
ISBN : 9783540247227

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Decision Analysis, Location Models, and Scheduling Problems by H. A. Eiselt,Carl-Louis Sandblom Pdf

The purpose of this book is to provide readers with an introduction to the fields of decision making, location analysis, and project and machine scheduling. The combination of these topics is not an accident: decision analysis can be used to investigate decision seenarios in general, location analysis is one of the prime examples of decision making on the strategic Ievel, project scheduling is typically concemed with decision making on the tactical Ievel, and machine scheduling deals with decision making on the operational Ievel. Some of the chapters were originally contributed by different authors, and we have made every attempt to unify the notation, style, and, most importantly, the Ievel of the exposition. Similar to our book on Integer Programming and Network Models (Eiselt and Sandblom, 2000), the emphasis of this volume is on models rather than solution methods. This is particularly important in a book that purports to promote the science of decision making. As such, advanced undergraduate and graduate students, as weil as practitioners, will find this volume beneficial. While different authors prefer different degrees of mathematical sophistication, we have made every possible attempt to unify the approaches, provide clear explanations, and make this volume accessible to as many readers as possible.

Introduction to Scheduling

Yves Robert,Frederic Vivien
Introduction to Scheduling Book PDF

Author : Yves Robert,Frederic Vivien
Publisher : CRC Press
Page : 333 pages
File Size : 49,6 Mb
Release : 2009-11-18
Category : Computers
ISBN : 1420072749

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Introduction to Scheduling by Yves Robert,Frederic Vivien Pdf

Full of practical examples, Introduction to Scheduling presents the basic concepts and methods, fundamental results, and recent developments of scheduling theory. With contributions from highly respected experts, it provides self-contained, easy-to-follow, yet rigorous presentations of the material. The book first classifies scheduling problems and their complexity and then presents examples that demonstrate successful techniques for the design of efficient approximation algorithms. It also discusses classical problems, such as the famous makespan minimization problem, as well as more recent advances, such as energy-efficient scheduling algorithms. After focusing on job scheduling problems that encompass independent and possibly parallel jobs, the text moves on to a practical application of cyclic scheduling for the synthesis of embedded systems. It also proves that efficient schedules can be derived in the context of steady-state scheduling. Subsequent chapters discuss scheduling large and computer-intensive applications on parallel resources, illustrate different approaches of multi-objective scheduling, and show how to compare the performance of stochastic task-resource systems. The final chapter assesses the impact of platform models on scheduling techniques. From the basics to advanced topics and platform models, this volume provides a thorough introduction to the field. It reviews classical methods, explores more contemporary models, and shows how the techniques and algorithms are used in practice.

Computational Intelligence in Flow Shop and Job Shop Scheduling

Uday K. Chakraborty
Computational Intelligence in Flow Shop and Job Shop Scheduling Book PDF

Author : Uday K. Chakraborty
Publisher : Springer Science & Business Media
Page : 348 pages
File Size : 47,6 Mb
Release : 2009-09-16
Category : Mathematics
ISBN : 9783642028359

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Computational Intelligence in Flow Shop and Job Shop Scheduling by Uday K. Chakraborty Pdf

For over fifty years now, the famous problem of flow shop and job shop scheduling has been receiving the attention of researchers in operations research, engineering, and computer science. Over the past several years, there has been a spurt of interest in computational intelligence heuristics and metaheuristics for solving this problem. This book seeks to present a study of the state of the art in this field and also directions for future research.

Process Planning and Scheduling for Distributed Manufacturing

Lihui Wang,Weiming Shen
Process Planning and Scheduling for Distributed Manufacturing Book PDF

Author : Lihui Wang,Weiming Shen
Publisher : Springer Science & Business Media
Page : 441 pages
File Size : 46,8 Mb
Release : 2007-05-14
Category : Technology & Engineering
ISBN : 9781846287527

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Process Planning and Scheduling for Distributed Manufacturing by Lihui Wang,Weiming Shen Pdf

This is the first book to focus on emerging technologies for distributed intelligent decision-making in process planning and dynamic scheduling. It has two sections: a review of several key areas of research, and an in-depth treatment of particular techniques. Each chapter addresses a specific problem domain and offers practical solutions to solve it. The book provides a better understanding of the present state and future trends of research in this area.

Deterministic Scheduling Theory

R. Gary Parker
Deterministic Scheduling Theory Book PDF

Author : R. Gary Parker
Publisher : CRC Press
Page : 316 pages
File Size : 44,6 Mb
Release : 1996-02-01
Category : Mathematics
ISBN : 0412996812

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Deterministic Scheduling Theory by R. Gary Parker Pdf

The principal theme of this book is combinatorial scheduling. All coverage is confined to deterministic results and includes conventional models involving single and multiple processors as well as ones of the classic flow and job shop-like variety. In addition, the book discusses workforce staffing models, timetabling problems, the classroom assignment model, and even problems related to traversals in graphs. The author has included understandable descriptions of computational algorithms, demonstrations of algorithms and theorems with sample problems, and substantial lists of end-of-chapter exercises which span from relatively routine manipulation to increasingly challenging, possibly even open problems. An entire chapter is included on background material. Covered are basic concepts in computational complexity, the theory of graphs, and partial enumeration. The book should appeal to students and researchers in a host of areas including industrial engineering, operations research, computer science, and discrete mathematics.

Computational Intelligence in Integrated Airline Scheduling

Tobias Grosche
Computational Intelligence in Integrated Airline Scheduling Book PDF

Author : Tobias Grosche
Publisher : Springer Science & Business Media
Page : 261 pages
File Size : 44,6 Mb
Release : 2009-02-26
Category : Business & Economics
ISBN : 9783540898863

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Computational Intelligence in Integrated Airline Scheduling by Tobias Grosche Pdf

In this text, two planning approaches for integrated airline scheduling are presented. One follows the traditional sequential approach, and the other uses metaheuristics to offer a truly simultaneous approach to airline scheduling.

Multi-Agent Based Beam Search for Real-Time Production Scheduling and Control

Shu Gang Kang,Shiu Hong Choi
Multi Agent Based Beam Search for Real Time Production Scheduling and Control Book PDF

Author : Shu Gang Kang,Shiu Hong Choi
Publisher : Springer Science & Business Media
Page : 136 pages
File Size : 40,9 Mb
Release : 2012-10-10
Category : Technology & Engineering
ISBN : 9781447145769

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Multi-Agent Based Beam Search for Real-Time Production Scheduling and Control by Shu Gang Kang,Shiu Hong Choi Pdf

The Multi-Agent Based Beam Search (MABBS) method systematically integrates four major requirements of manufacturing production - representation capability, solution quality, computation efficiency, and implementation difficulty - within a unified framework to deal with the many challenges of complex real-world production planning and scheduling problems. Multi-agent Based Beam Search for Real-time Production Scheduling and Control introduces this method, together with its software implementation and industrial applications. This book connects academic research with industrial practice, and develops a practical solution to production planning and scheduling problems. To simplify implementation, a reusable software platform is developed to build the MABBS method into a generic computation engine. This engine is integrated with a script language, called the Embedded Extensible Application Script Language (EXASL), to provide a flexible and straightforward approach to representing complex real-world problems. Adopting an in-depth yet engaging and clear approach, and avoiding confusing or complicated mathematics and formulas, this book presents simple heuristics and a user-friendly software platform for system modelling. The supporting industrial case studies provide key information for students, lecturers, and industry practitioners alike. Multi-agent Based Beam Search for Real-time Production Scheduling and Control offers insights into the complex nature of and a practical total solution to production planning and scheduling, and inspires further research and practice in this promising research area.

Multicriteria Scheduling

Vincent T'Kindt,Jean-Charles Billaut
Multicriteria Scheduling Book PDF

Author : Vincent T'Kindt,Jean-Charles Billaut
Publisher : Springer Science & Business Media
Page : 369 pages
File Size : 41,8 Mb
Release : 2006-03-20
Category : Business & Economics
ISBN : 9783540247890

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Multicriteria Scheduling by Vincent T'Kindt,Jean-Charles Billaut Pdf

Scheduling and multicriteria optimisation theory have been subject, separately, to numerous studies. Since the last twenty years, multicriteria scheduling problems have been subject to a growing interest. However, a gap between multicriteria scheduling approaches and multicriteria optimisation field exits. This book is an attempt to collect the elementary of multicriteria optimisation theory and the basic models and algorithms of multicriteria scheduling. It is composed of numerous illustrations, algorithms and examples which may help the reader in understanding the presented concepts. This book covers general concepts such as Pareto optimality, complexity theory, and general method for multicriteria optimisation, as well as dedicated scheduling problems and algorithms: just-in-time scheduling, flexibility and robustness, single machine problems, parallel machine problems, shop problems, etc. The second edition contains revisions and new material.

Introduction to Genetic Algorithms

S.N. Sivanandam,S. N. Deepa
Introduction to Genetic Algorithms Book PDF

Author : S.N. Sivanandam,S. N. Deepa
Publisher : Springer Science & Business Media
Page : 442 pages
File Size : 50,8 Mb
Release : 2007-10-24
Category : Technology & Engineering
ISBN : 9783540731900

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Introduction to Genetic Algorithms by S.N. Sivanandam,S. N. Deepa Pdf

This book offers a basic introduction to genetic algorithms. It provides a detailed explanation of genetic algorithm concepts and examines numerous genetic algorithm optimization problems. In addition, the book presents implementation of optimization problems using C and C++ as well as simulated solutions for genetic algorithm problems using MATLAB 7.0. It also includes application case studies on genetic algorithms in emerging fields.

Scheduling in Computer and Manufacturing Systems

Jacek Blazewicz,Klaus H. Ecker,Günter Schmidt,Jan Weglarz
Scheduling in Computer and Manufacturing Systems Book PDF

Author : Jacek Blazewicz,Klaus H. Ecker,Günter Schmidt,Jan Weglarz
Publisher : Springer Science & Business Media
Page : 321 pages
File Size : 45,9 Mb
Release : 2012-12-06
Category : Business & Economics
ISBN : 9783642790348

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Scheduling in Computer and Manufacturing Systems by Jacek Blazewicz,Klaus H. Ecker,Günter Schmidt,Jan Weglarz Pdf

A theoretical and application-oriented analysis of deterministic scheduling problems arising in computer and manufacturing environments. The important classical results are surveyed with particular attention paid to single-processor scheduling, along with general models such as resource-constrained scheduling, flexible flow shops, dynamic job shops, and special flexible manufacturing systems. Polynomial and exponential-time optimization algorithms as well as approximation and heuristic ones are presented using a Pascal-like notation, before being discussed in the light of particular problems. Basic concepts from scheduling theory and related fields are described to assist less advanced readers.