A Promising Genetic Algorithm Approach To Job Shop Scheduling Rescheduling And Open Shop Scheduling Problems

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A Promising Genetic Algorithm Approach to Job-shop Scheduling, Rescheduling, and Open-shop Scheduling Problems

Author : Hsiao-Lan Fang
Publisher :
ISBN 13 :
Total Pages : 9 pages
Book Rating : 4.:/5 (323 download)

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Book Synopsis A Promising Genetic Algorithm Approach to Job-shop Scheduling, Rescheduling, and Open-shop Scheduling Problems by : Hsiao-Lan Fang

Download or read book A Promising Genetic Algorithm Approach to Job-shop Scheduling, Rescheduling, and Open-shop Scheduling Problems written by Hsiao-Lan Fang and published by . This book was released on 1993 with total page 9 pages. Available in PDF, EPUB and Kindle. Book excerpt: Abstract: "The general job-shop scheduling problem is known to be extremely hard. We describe a GA approach which produces reasonably good results very quickly on standard benchmark job-shop scheduling problems, better than previous efforts using genetic algorithms for this task, and comparable to existing conventional search-based methods. The representation used is a variant of one known to work moderately well for the traveling salesman problem. It has the considerable merit that crossover will always produce legal schedules. A novel method for performance enhancement is examined based on dynamic sampling of the convergence rates in different parts of the genome. Our approach also promises to effectively address the open-shop scheduling problem and the job-shop rescheduling problem."

A Genetic Algorithm Approach to Job Shop Scheduling

Author : Serol Bulkan
Publisher :
ISBN 13 :
Total Pages : 292 pages
Book Rating : 4.:/5 (47 download)

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Book Synopsis A Genetic Algorithm Approach to Job Shop Scheduling by : Serol Bulkan

Download or read book A Genetic Algorithm Approach to Job Shop Scheduling written by Serol Bulkan and published by . This book was released on 1999 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Multiobjective Scheduling by Genetic Algorithms

Author : Tapan P. Bagchi
Publisher : Springer Science & Business Media
ISBN 13 : 1461552370
Total Pages : 369 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis Multiobjective Scheduling by Genetic Algorithms by : Tapan P. Bagchi

Download or read book Multiobjective Scheduling by Genetic Algorithms written by Tapan P. Bagchi and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 369 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multiobjective Scheduling by Genetic Algorithms describes methods for developing multiobjective solutions to common production scheduling equations modeling in the literature as flowshops, job shops and open shops. The methodology is metaheuristic, one inspired by how nature has evolved a multitude of coexisting species of living beings on earth. Multiobjective flowshops, job shops and open shops are each highly relevant models in manufacturing, classroom scheduling or automotive assembly, yet for want of sound methods they have remained almost untouched to date. This text shows how methods such as Elitist Nondominated Sorting Genetic Algorithm (ENGA) can find a bevy of Pareto optimal solutions for them. Also it accents the value of hybridizing Gas with both solution-generating and solution-improvement methods. It envisions fundamental research into such methods, greatly strengthening the growing reach of metaheuristic methods. This book is therefore intended for students of industrial engineering, operations research, operations management and computer science, as well as practitioners. It may also assist in the development of efficient shop management software tools for schedulers and production planners who face multiple planning and operating objectives as a matter of course.

An Adaptive Representation for a Genetic Algorithm in Solving Flexible Job-shop Scheduling and Rescheduling Problems

Author : Prakarn Unachak
Publisher :
ISBN 13 :
Total Pages : 204 pages
Book Rating : 4.3/5 (129 download)

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Book Synopsis An Adaptive Representation for a Genetic Algorithm in Solving Flexible Job-shop Scheduling and Rescheduling Problems by : Prakarn Unachak

Download or read book An Adaptive Representation for a Genetic Algorithm in Solving Flexible Job-shop Scheduling and Rescheduling Problems written by Prakarn Unachak and published by . This book was released on 2010 with total page 204 pages. Available in PDF, EPUB and Kindle. Book excerpt:

A Genetic Algorithm-based Scheduling System for Dynamic Job Shop Scheduling Problems

Author : Shyh-Chang Lin
Publisher :
ISBN 13 :
Total Pages : 300 pages
Book Rating : 4.3/5 (129 download)

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Book Synopsis A Genetic Algorithm-based Scheduling System for Dynamic Job Shop Scheduling Problems by : Shyh-Chang Lin

Download or read book A Genetic Algorithm-based Scheduling System for Dynamic Job Shop Scheduling Problems written by Shyh-Chang Lin and published by . This book was released on 1997 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Evolutionary Search and the Job Shop

Author : Dirk C. Mattfeld
Publisher : Springer Science & Business Media
ISBN 13 : 3662117126
Total Pages : 162 pages
Book Rating : 4.6/5 (621 download)

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Book Synopsis Evolutionary Search and the Job Shop by : Dirk C. Mattfeld

Download or read book Evolutionary Search and the Job Shop written by Dirk C. Mattfeld and published by Springer Science & Business Media. This book was released on 2013-04-17 with total page 162 pages. Available in PDF, EPUB and Kindle. Book excerpt: Production scheduling dictates highly constrained mathematical models with complex and often contradicting objectives. Evolutionary algorithms can be formulated almost independently of the detailed shaping of the problems under consideration. As one would expect, a weak formulation of the problem in the algorithm comes along with a quite inefficient search. This book discusses the suitability of genetic algorithms for production scheduling and presents an approach which produces results comparable with those of more tailored optimization techniques.

Genetic Algorithm for Job Shop Scheduling and Rescheduling with Multiple Due Date Constraints

Author : Shrikanth Bhaskar Mysore
Publisher :
ISBN 13 :
Total Pages : 232 pages
Book Rating : 4.:/5 (499 download)

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Book Synopsis Genetic Algorithm for Job Shop Scheduling and Rescheduling with Multiple Due Date Constraints by : Shrikanth Bhaskar Mysore

Download or read book Genetic Algorithm for Job Shop Scheduling and Rescheduling with Multiple Due Date Constraints written by Shrikanth Bhaskar Mysore and published by . This book was released on 2001 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Metaheuristics for Scheduling in Industrial and Manufacturing Applications

Author : Fatos Xhafa
Publisher : Springer Science & Business Media
ISBN 13 : 3540789847
Total Pages : 362 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Metaheuristics for Scheduling in Industrial and Manufacturing Applications by : Fatos Xhafa

Download or read book Metaheuristics for Scheduling in Industrial and Manufacturing Applications written by Fatos Xhafa and published by Springer Science & Business Media. This book was released on 2008-06-21 with total page 362 pages. Available in PDF, EPUB and Kindle. Book excerpt: During the past decades scheduling has been among the most studied op- mization problemsanditisstillanactiveareaofresearch!Schedulingappears in many areas of science, engineering and industry and takes di?erent forms depending on the restrictions and optimization criteria of the operating en- ronments [8]. For instance, in optimization and computer science, scheduling has been de?ned as “the allocation of tasks to resources over time in order to achieve optimality in one or more objective criteria in an e?cient way” and in production as “production schedule, i. e. , the planning of the production or the sequence of operations according to which jobs pass through machines and is optimal with respect to certain optimization criteria. ” Although there is a standardized form of stating any scheduling problem, namely “e?cient allocation ofn jobs onm machines –which can process no more than one activity at a time– with the objective to optimize some - jective function of the job completion times”, scheduling is in fact a family of problems. Indeed, several parameters intervene in the problem de?nition: (a) job characteristics (preemptive or not, precedence constraints, release dates, etc. ); (b) resource environment (single vs. parallel machines, un- lated machines, identical or uniform machines, etc. ); (c) optimization criteria (minimize total tardiness, the number of late jobs, makespan, ?owtime, etc. ; maximize resource utilization, etc. ); and, (d) scheduling environment (static vs. dynamic,intheformerthenumberofjobstobeconsideredandtheirready times are available while in the later the number of jobs and their charact- istics change over time).

Information Processing with Evolutionary Algorithms

Author : Manuel Grana
Publisher : Springer Science & Business Media
ISBN 13 : 1846281172
Total Pages : 340 pages
Book Rating : 4.8/5 (462 download)

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Book Synopsis Information Processing with Evolutionary Algorithms by : Manuel Grana

Download or read book Information Processing with Evolutionary Algorithms written by Manuel Grana and published by Springer Science & Business Media. This book was released on 2006-03-30 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provides a broad sample of current information processing applications Includes examples of successful applications that will encourage practitioners to apply the techniques described in the book to real-life problems

Evolutionary Optimization

Author : Ruhul Sarker
Publisher : Springer Science & Business Media
ISBN 13 : 0306480417
Total Pages : 416 pages
Book Rating : 4.3/5 (64 download)

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Book Synopsis Evolutionary Optimization by : Ruhul Sarker

Download or read book Evolutionary Optimization written by Ruhul Sarker and published by Springer Science & Business Media. This book was released on 2006-04-11 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: Evolutionary computation techniques have attracted increasing att- tions in recent years for solving complex optimization problems. They are more robust than traditional methods based on formal logics or mathematical programming for many real world OR/MS problems. E- lutionary computation techniques can deal with complex optimization problems better than traditional optimization techniques. However, most papers on the application of evolutionary computation techniques to Operations Research /Management Science (OR/MS) problems have scattered around in different journals and conference proceedings. They also tend to focus on a very special and narrow topic. It is the right time that an archival book series publishes a special volume which - cludes critical reviews of the state-of-art of those evolutionary com- tation techniques which have been found particularly useful for OR/MS problems, and a collection of papers which represent the latest devel- ment in tackling various OR/MS problems by evolutionary computation techniques. This special volume of the book series on Evolutionary - timization aims at filling in this gap in the current literature. The special volume consists of invited papers written by leading - searchers in the field. All papers were peer reviewed by at least two recognised reviewers. The book covers the foundation as well as the practical side of evolutionary optimization.

Natural Intelligence for Scheduling, Planning and Packing Problems

Author : Raymond Chiong
Publisher : Springer Science & Business Media
ISBN 13 : 3642040381
Total Pages : 338 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Natural Intelligence for Scheduling, Planning and Packing Problems by : Raymond Chiong

Download or read book Natural Intelligence for Scheduling, Planning and Packing Problems written by Raymond Chiong and published by Springer Science & Business Media. This book was released on 2009-09-30 with total page 338 pages. Available in PDF, EPUB and Kindle. Book excerpt: Scheduling, planning and packing are ubiquitous problems that can be found in a wide range of real-world settings. These problems transpire in a large variety of forms, and have enormous socio-economic impact. For many years, significant work has been devoted to automating the processes of scheduling, planning and packing using different kinds of methods. However, poor scaling and the lack of flexibility of many of the conventional methods coupled with the fact that most of the real-world problems across the application areas of scheduling, planning and packing nowadays tend to be of large scale, dynamic and full of complex dependencies have made it necessary to tackle them in unconventional ways. This volume, "Natural Intelligence for Scheduling, Planning and Packing Problems", is a collection of numerous natural intelligence based approaches for solving various kinds of scheduling, planning and packing problems. It comprises 12 chapters which present many methods that draw inspiration from nature, such as evolutionary algorithms, neural-fuzzy system, particle swarm algorithms, ant colony optimisation, extremal optimisation, raindrop optimisation, and so on. Problems addressed by these chapters include freight transportation, job shop scheduling, flowshop scheduling, electrical load forecasting, vehicle routing, two-dimensional strip packing, network configuration and forest planning, among others. Along with solving these problems, the contributing authors present a lively discussion of the various aspects of the nature-inspired algorithms utilised, providing very useful and important new insights into the research areas.

Integration of Process Planning and Scheduling

Author : Rakesh Kumar Phanden
Publisher : CRC Press
ISBN 13 : 0429664729
Total Pages : 259 pages
Book Rating : 4.4/5 (296 download)

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Book Synopsis Integration of Process Planning and Scheduling by : Rakesh Kumar Phanden

Download or read book Integration of Process Planning and Scheduling written by Rakesh Kumar Phanden and published by CRC Press. This book was released on 2019-10-16 with total page 259 pages. Available in PDF, EPUB and Kindle. Book excerpt: Both process planning and scheduling are very important functions of manufacturing, which affect together the cost to manufacture a product and the time to deliver it. This book contains various approaches proposed by researchers to integrate the process planning and scheduling functions of manufacturing under varying configurations of shops. It is useful for both beginners and advanced researchers to understand and formulate the Integration Process Planning and Scheduling (IPPS) problem effectively. Features Covers the basics of both process planning and scheduling Presents nonlinear approaches, closed-loop approaches, as well as distributed approaches Discuss the outfit of IPPS in Industry 4.0 paradigm Includes the benchmarking problems on IPPS Contains nature-algorithms and metaheuristics for performance measurements in IPPS Presents analysis of energy-efficient objective for sustainable manufacturing in IPPS

Evolutionary Multi-Criterion Optimization

Author : Carlos Coello Coello
Publisher : Springer
ISBN 13 : 3540318801
Total Pages : 927 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Evolutionary Multi-Criterion Optimization by : Carlos Coello Coello

Download or read book Evolutionary Multi-Criterion Optimization written by Carlos Coello Coello and published by Springer. This book was released on 2005-01-28 with total page 927 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the Third International Conference on Evolutionary Multi-Criterion Optimization, EMO 2005, held in Guanajuato, Mexico, in March 2005. The 59 revised full papers presented together with 2 invited papers and the summary of a tutorial were carefully reviewed and selected from the 115 papers submitted. The papers are organized in topical sections on algorithm improvements, incorporation of preferences, performance analysis and comparison, uncertainty and noise, alternative methods, and applications in a broad variety of fields.

Practice and Theory of Automated Timetabling

Author : Edmund Burke
Publisher : Springer Science & Business Media
ISBN 13 : 9783540617945
Total Pages : 408 pages
Book Rating : 4.6/5 (179 download)

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Book Synopsis Practice and Theory of Automated Timetabling by : Edmund Burke

Download or read book Practice and Theory of Automated Timetabling written by Edmund Burke and published by Springer Science & Business Media. This book was released on 1996-10-02 with total page 408 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provides detailed information about the signal transduction pathways used by interferons to activate gene transcription. In addition, this book discusses how the same pathways are used by many other cytokines and thus provide a forum for cross-talk among these important biological response modifiers. Additionally, the book introduces the interferon system and describes the interferon-inducible genes whose products are responsible for the cellular actions of interferons. The nature of the interferon receptors and how the transcriptional signals are transmitted from the receptors on the cell surface to the genes in the nucleus are discussed in detail. Finally, the use of similar pathways of signal transduction by other cytokines is highlighted.

Practical Handbook of Genetic Algorithms

Author : Lance D. Chambers
Publisher : CRC Press
ISBN 13 : 9781420050080
Total Pages : 602 pages
Book Rating : 4.0/5 (5 download)

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Book Synopsis Practical Handbook of Genetic Algorithms by : Lance D. Chambers

Download or read book Practical Handbook of Genetic Algorithms written by Lance D. Chambers and published by CRC Press. This book was released on 2019-09-17 with total page 602 pages. Available in PDF, EPUB and Kindle. Book excerpt: Practical Handbook of Genetic Algorithms, Volume 3: Complex Coding Systems contains computer-code examples for the development of genetic algorithm systems - compiling them from an array of practitioners in the field. Each contribution of this singular resource includes: unique code segments documentation descripti

Evolutionary Algorithms in Engineering Applications

Author : Dipankar Dasgupta
Publisher : Springer Science & Business Media
ISBN 13 : 3662034239
Total Pages : 561 pages
Book Rating : 4.6/5 (62 download)

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Book Synopsis Evolutionary Algorithms in Engineering Applications by : Dipankar Dasgupta

Download or read book Evolutionary Algorithms in Engineering Applications written by Dipankar Dasgupta and published by Springer Science & Business Media. This book was released on 2013-06-29 with total page 561 pages. Available in PDF, EPUB and Kindle. Book excerpt: Evolutionary algorithms are general-purpose search procedures based on the mechanisms of natural selection and population genetics. They are appealing because they are simple, easy to interface, and easy to extend. This volume is concerned with applications of evolutionary algorithms and associated strategies in engineering. It will be useful for engineers, designers, developers, and researchers in any scientific discipline interested in the applications of evolutionary algorithms. The volume consists of five parts, each with four or five chapters. The topics are chosen to emphasize application areas in different fields of engineering. Each chapter can be used for self-study or as a reference by practitioners to help them apply evolutionary algorithms to problems in their engineering domains.

Bulletin of Electrical Engineering and Informatics

Author : Tole Sutikno
Publisher : Institute of Advanced Engineering and Science
ISBN 13 :
Total Pages : 94 pages
Book Rating : 4./5 ( download)

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Book Synopsis Bulletin of Electrical Engineering and Informatics by : Tole Sutikno

Download or read book Bulletin of Electrical Engineering and Informatics written by Tole Sutikno and published by Institute of Advanced Engineering and Science. This book was released on with total page 94 pages. Available in PDF, EPUB and Kindle. Book excerpt: Bulletin of Electrical Engineering and Informatics (Buletin Teknik Elektro dan Informatika) ISSN: 2089-3191, e-ISSN: 2302-9285 is open to submission from scholars and experts in the wide areas of electrical, electronics, instrumentation, control, telecommunication and computer engineering from the global world. The journal publishes original papers in the field of electrical, electronics, instrumentation & control, telecommunication, computer and informatics engineering. Vol 2, No 2 June 2013 Table of Contents A Multi-Zone HVAC System for a Typical Building for MATLAB/SIMULINK Platform PDF Ahmad Parvaresh, Seyed Mohammad Ali Mohammadi 83-87 Aspects in Formulating Mathematical Model of Wind Turbine PDF Waleed Khalil Ahmed 88-94 Recent Trends in Power Transformer Fault Diagnosis and Condition Assessment PDF Zakir Husain, Hasmat Malik, Mohd. Arif Khan 95-104 Load Frequency Control in Four Area Power Systems Using Fuzzy Logic PI Controller PDF Ch. Varaha Narasimha Raja 105-110 Voltage Controlled Integrator and Linear Quadrature-VCO Using MMCC PDF P. Venkateswaran, R. Nandi, Sagarika Das 111-116 A Study of image compression based transmission algorithm Using SPIHT for low bit rate application PDF Ritu Chourasiya, Ajit Shrivastava 117-122 Optimized Microstrip Antennas with Metamaterial Superstrates Using Particle Swarm Optimization PDF Nooshin Feiz, Farzad Mohajeri, Anahita Ghaznavi 123-131 GASA-JOSH: A Hybrid Evolutionary-Annealing Approach for Job-Shop Scheduling Problem PDF Somayeh Kalantari, Mohamad Saniee Abadeh 132-140 Adaptive Mobile E-Learning Environment for Improving Educational Process PDF Ahmed A. Saleh, Hazem M. El-Bakry 141-157 Fuzzy Logic in Human Reasoning PDF Michael Gr. Voskoglou 158-168