Computational Intelligence in Flow Shop and Job Shop Scheduling

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Publisher : Springer Science & Business Media
ISBN 13 : 3642028357
Total Pages : 348 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Computational Intelligence in Flow Shop and Job Shop Scheduling by : Uday K. Chakraborty

Download or read book Computational Intelligence in Flow Shop and Job Shop Scheduling written by Uday K. Chakraborty and published by Springer Science & Business Media. This book was released on 2009-09-16 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Advanced Intelligent Computing Theories and Applications

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Publisher : Springer Science & Business Media
ISBN 13 : 364225943X
Total Pages : 751 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Advanced Intelligent Computing Theories and Applications by : De-Shuang Huang

Download or read book Advanced Intelligent Computing Theories and Applications written by De-Shuang Huang and published by Springer Science & Business Media. This book was released on 2012-01-03 with total page 751 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-conference proceedings of the 7th International Conference on Intelligent Computing, ICIC 2011, held in Zhengzhou, China, in August 2011. The 94 revised full papers presented were carefully reviewed and selected from 832 submissions. The papers are organized in topical sections on intelligent computing in scheduling; local feature descriptors for image processing and recognition; combinatorial and numerical optimization; machine learning theory and methods; intelligent control and automation; knowledge representation/reasoning and expert systems; intelligent computing in pattern recognition; intelligent computing in image processing; intelligent computing in computer vision; biometrics with applications to individual security/forensic sciences; modeling, theory, and applications of positive systems; sparse manifold learning methods and applications; advances in intelligent information processing.

Evolutionary Computation in Combinatorial Optimization

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Publisher : Springer Science & Business Media
ISBN 13 : 3540253378
Total Pages : 282 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Evolutionary Computation in Combinatorial Optimization by : Jens Gottlieb

Download or read book Evolutionary Computation in Combinatorial Optimization written by Jens Gottlieb and published by Springer Science & Business Media. This book was released on 2005-03-21 with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 5th European Conference on Evolutionary Computation in Combinatorial Optimization, EvoCOP 2005, held in Lausanne, Switzerland in March/April 2005. The 24 revised full papers presented were carefully reviewed and selected from 66 submissions. The papers cover evolutionary algorithms as well as related approaches like scatter search, simulated annealing, ant colony optimization, immune algorithms, variable neighborhood search, hyperheuristics, and estimation of distribution algorithms. The papers deal with representations, analysis of operators and fitness landscapes, and comparison algorithms. Among the combinatorial optimization problems studied are graph coloring, quadratic assignment, knapsack, graph matching, packing, scheduling, timetabling, lot-sizing, and the traveling salesman problem.

A Computational Study of the Job-shop and the Flow-shop Scheduling Problems

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Publisher :
ISBN 13 :
Total Pages : 308 pages
Book Rating : 4.E/5 ( download)

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Book Synopsis A Computational Study of the Job-shop and the Flow-shop Scheduling Problems by : Helena Ramalhinho Dias Lourenço

Download or read book A Computational Study of the Job-shop and the Flow-shop Scheduling Problems written by Helena Ramalhinho Dias Lourenço and published by . This book was released on 1993 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Computational Intelligence Paradigms for Optimization Problems Using MATLAB®/SIMULINK®

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Publisher : CRC Press
ISBN 13 : 1498743714
Total Pages : 612 pages
Book Rating : 4.4/5 (987 download)

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Book Synopsis Computational Intelligence Paradigms for Optimization Problems Using MATLAB®/SIMULINK® by : S. Sumathi

Download or read book Computational Intelligence Paradigms for Optimization Problems Using MATLAB®/SIMULINK® written by S. Sumathi and published by CRC Press. This book was released on 2018-09-03 with total page 612 pages. Available in PDF, EPUB and Kindle. Book excerpt: Considered one of the most innovative research directions, computational intelligence (CI) embraces techniques that use global search optimization, machine learning, approximate reasoning, and connectionist systems to develop efficient, robust, and easy-to-use solutions amidst multiple decision variables, complex constraints, and tumultuous environments. CI techniques involve a combination of learning, adaptation, and evolution used for intelligent applications. Computational Intelligence Paradigms for Optimization Problems Using MATLAB®/ Simulink® explores the performance of CI in terms of knowledge representation, adaptability, optimality, and processing speed for different real-world optimization problems. Focusing on the practical implementation of CI techniques, this book: Discusses the role of CI paradigms in engineering applications such as unit commitment and economic load dispatch, harmonic reduction, load frequency control and automatic voltage regulation, job shop scheduling, multidepot vehicle routing, and digital image watermarking Explains the impact of CI on power systems, control systems, industrial automation, and image processing through the above-mentioned applications Shows how to apply CI algorithms to constraint-based optimization problems using MATLAB® m-files and Simulink® models Includes experimental analyses and results of test systems Computational Intelligence Paradigms for Optimization Problems Using MATLAB®/ Simulink® provides a valuable reference for industry professionals and advanced undergraduate, postgraduate, and research students.

Manufacturing Scheduling Systems

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Publisher : Springer Science & Business Media
ISBN 13 : 1447162722
Total Pages : 404 pages
Book Rating : 4.4/5 (471 download)

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Book Synopsis Manufacturing Scheduling Systems by : Jose M. Framinan

Download or read book Manufacturing Scheduling Systems written by Jose M. Framinan and published by Springer Science & Business Media. This book was released on 2014-02-19 with total page 404 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book is devoted to the problem of manufacturing scheduling, which is the efficient allocation of jobs (orders) over machines (resources) in a manufacturing facility. It offers a comprehensive and integrated perspective on the different aspects required to design and implement systems to efficiently and effectively support manufacturing scheduling decisions. Obtaining economic and reliable schedules constitutes the core of excellence in customer service and efficiency in manufacturing operations. Therefore, scheduling forms an area of vital importance for competition in manufacturing companies. However, only a fraction of scheduling research has been translated into practice, due to several reasons. First, the inherent complexity of scheduling has led to an excessively fragmented field in which different sub problems and issues are treated in an independent manner as goals themselves, therefore lacking a unifying view of the scheduling problem. Furthermore, mathematical brilliance and elegance has sometimes taken preference over practical, general purpose, hands-on approaches when dealing with these problems. Moreover, the paucity of research on implementation issues in scheduling has restricted translation of valuable research insights into industry. "Manufacturing Scheduling Systems: An Integrated View on Models, Methods and Tools" presents the different elements constituting a scheduling system, along with an analysis the manufacturing context in which the scheduling system is to be developed. Examples and case studies from real implementations of scheduling systems are presented in order to drive the presentation of the theoretical insights. The book is intended for an ample readership including industrial engineering/operations post-graduate students and researchers, business managers, and readers seeking an introduction to the field.

Proceedings of the International Symposium for Production Research 2018

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Publisher : Springer
ISBN 13 : 331992267X
Total Pages : 958 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Proceedings of the International Symposium for Production Research 2018 by : Numan M. Durakbasa

Download or read book Proceedings of the International Symposium for Production Research 2018 written by Numan M. Durakbasa and published by Springer. This book was released on 2018-08-14 with total page 958 pages. Available in PDF, EPUB and Kindle. Book excerpt: The conference aims at forming a unique platform to bring together academicians and practitioners from industrial engineering and management engineering as well as from other disciplines working on production function applying the tools of operational research and production/operational management. Topics treated include: computer aided manufacturing, industry 4.0, big data and analytics, flexible manufacturing systems, fuzzy logic, industrial applications, information technologies in production management, optimization, production economy, production planning and control, productivity and performance management, project management, quality management, risk analysis and management, supply chain management.

MICAI 2006: Advances in Artificial Intelligence

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Publisher : Springer
ISBN 13 : 3540490582
Total Pages : 1258 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis MICAI 2006: Advances in Artificial Intelligence by : Alexander Gelbukh

Download or read book MICAI 2006: Advances in Artificial Intelligence written by Alexander Gelbukh and published by Springer. This book was released on 2006-11-07 with total page 1258 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 5th Mexican International Conference on Artificial Intelligence, MICAI 2006, held in Apizaco, Mexico in November 2006. It contains over 120 papers that address such topics as knowledge representation and reasoning, machine learning and feature selection, knowledge discovery, computer vision, image processing and image retrieval, robotics, as well as bioinformatics and medical applications.

Computational Intelligence

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Publisher : Springer
ISBN 13 : 3319263935
Total Pages : 418 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Computational Intelligence by : Juan Julian Merelo

Download or read book Computational Intelligence written by Juan Julian Merelo and published by Springer. This book was released on 2015-11-30 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: The present book includes a set of selected extended papers from the sixth International Joint Conference on Computational Intelligence (IJCCI 2014), held in Rome, Italy, from 22 to 24 October 2014. The conference was composed by three co-located conferences: The International Conference on Evolutionary Computation Theory and Applications (ECTA), the International Conference on Fuzzy Computation Theory and Applications (FCTA), and the International Conference on Neural Computation Theory and Applications (NCTA). Recent progresses in scientific developments and applications in these three areas are reported in this book. IJCCI received 210 submissions, from 51 countries, in all continents. After a double blind paper review performed by the Program Committee, 15% were accepted as full papers and thus selected for oral presentation. Additional papers were accepted as short papers and posters. A further selection was made after the Conference, based also on the assessment of presentation quality and audience interest, so that this book includes the extended and revised versions of the very best papers of IJCCI 2014. Commitment to high quality standards is a major concern of IJCCI that will be maintained in the next editions, considering not only the stringent paper acceptance ratios but also the quality of the program committee, keynote lectures, participation level and logistics.

Computational Intelligence in Decision and Control

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Publisher : World Scientific
ISBN 13 : 981279946X
Total Pages : 1201 pages
Book Rating : 4.8/5 (127 download)

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Book Synopsis Computational Intelligence in Decision and Control by : Da Ruan

Download or read book Computational Intelligence in Decision and Control written by Da Ruan and published by World Scientific. This book was released on 2008 with total page 1201 pages. Available in PDF, EPUB and Kindle. Book excerpt: FLINS, originally an acronym for Fuzzy Logic and Intelligent Technologies in Nuclear Science, is now extended to Computational Intelligence for applied research. The contributions to the eighth edition in the series of FLINS conferences cover state-of-the-art research, development, and technology for computational intelligence systems in general, and for intelligent decision and control in particular.

Swarm and Evolutionary computation

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Publisher : Springer
ISBN 13 : 3642293530
Total Pages : 426 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Swarm and Evolutionary computation by : Leszek Rutkowski

Download or read book Swarm and Evolutionary computation written by Leszek Rutkowski and published by Springer. This book was released on 2012-04-15 with total page 426 pages. Available in PDF, EPUB and Kindle. Book excerpt: The volume LNCS 7269 constitutes the refereed proceedings of the International Symposium on Swarm Intelligence and Differential Evolution, SIDE 2012, held in Zakopane, Poland, in April/May 2012 in conjunction with the 11th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2012 (proceedings published as two-volume set LNAI 7267 and 7268). The 212 revised full papers presented were carefully reviewed and selected from 483 submissions. The volume is divided into two topical parts: proceedings of the 2012 symposium on swarm intelligence and differential evolution and on evolutionary algorithms and their applications.

Handbook of Computational Intelligence in Manufacturing and Production Management

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Publisher : IGI Global
ISBN 13 : 1599045842
Total Pages : 516 pages
Book Rating : 4.5/5 (99 download)

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Book Synopsis Handbook of Computational Intelligence in Manufacturing and Production Management by : Laha, Dipak

Download or read book Handbook of Computational Intelligence in Manufacturing and Production Management written by Laha, Dipak and published by IGI Global. This book was released on 2007-11-30 with total page 516 pages. Available in PDF, EPUB and Kindle. Book excerpt: During the last two decades, computer and information technologies have forced great changes in the ways businesses manage operations in meeting the desired quality of products and services, customer demands, competition, and other challenges. The Handbook of Computational Intelligence in Manufacturing and Production Management focuses on new developments in computational intelligence in areas such as forecasting, scheduling, production planning, inventory control, and aggregate planning, among others. This comprehensive collection of research provides cutting-edge knowledge on information technology developments for both researchers and professionals in fields such as operations and production management, Web engineering, artificial intelligence, and information resources management.

An Artificial Intelligence Approach to Job-shop Scheduling

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Publisher :
ISBN 13 :
Total Pages : 104 pages
Book Rating : 4.:/5 (129 download)

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Book Synopsis An Artificial Intelligence Approach to Job-shop Scheduling by : George L. Clemmer

Download or read book An Artificial Intelligence Approach to Job-shop Scheduling written by George L. Clemmer and published by . This book was released on 1984 with total page 104 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Computational Intelligence in Logistics and Supply Chain Management

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Publisher : Springer
ISBN 13 : 3319407228
Total Pages : 190 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Computational Intelligence in Logistics and Supply Chain Management by : Thomas Hanne

Download or read book Computational Intelligence in Logistics and Supply Chain Management written by Thomas Hanne and published by Springer. This book was released on 2016-07-27 with total page 190 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book deals with complex problems in the fields of logistics and supply chain management and discusses advanced methods, especially from the field of computational intelligence (CI), for solving them. The first two chapters provide general introductions to logistics and supply chain management on the one hand, and to computational intelligence on the other hand. The subsequent chapters cover specific fields in logistics and supply chain management, work out the most relevant problems found in those fields, and discuss approaches for solving them. Chapter 3 discusses problems in the field of production and inventory management. Chapter 4 considers planning activities on a finer level of granularity which is usually denoted as scheduling. In chapter 5 problems in transportation planning such as different types of vehicle routing problems are considered. While chapters 3 to 5 rather discuss planning problems which appear on an operative level, chapter 6 discusses the strategic problem of designing a supply chain or network. The final chapter provides an overview of academic and commercial software and information systems for the discussed applications. There appears to be a gap between general textbooks on logistics and supply chain management and more specialized literature dealing with methods for computational intelligence, operations research, etc., for solving the complex operational problems in these fields. For readers, it is often difficult to proceed from introductory texts on logistics and supply chain management to the sophisticated literature which deals with the usage of advanced methods. This book fills this gap by providing state-of-the-art descriptions of the corresponding problems and suitable methods for solving them.

Computational Collective Intelligence

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Publisher : Springer
ISBN 13 : 3319240692
Total Pages : 531 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Computational Collective Intelligence by : Manuel Núñez

Download or read book Computational Collective Intelligence written by Manuel Núñez and published by Springer. This book was released on 2015-09-09 with total page 531 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set (LNAI 9329 and LNAI 9330) constitutes the refereed proceedings of the 7th International Conference on Collective Intelligence, ICCCI 2014, held in Madrid, Spain, in September 2015. The 110 full papers presented were carefully reviewed and selected from 186 submissions. They are organized in topical sections such as multi-agent systems; social networks and NLP; sentiment analysis; computational intelligence and games; ontologies and information extraction; formal methods and simulation; neural networks, SMT and MIS; collective intelligence in Web systems – Web systems analysis; computational swarm intelligence; cooperative strategies for decision making and optimization; advanced networking and security technologies; IT in biomedicine; collective computational intelligence in educational context; science intelligence and data analysis; computational intelligence in financial markets; ensemble learning; big data mining and searching.

Hybrid Artificial Intelligent Systems

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Publisher : Springer
ISBN 13 : 3319196448
Total Pages : 750 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Hybrid Artificial Intelligent Systems by : Enrique Onieva

Download or read book Hybrid Artificial Intelligent Systems written by Enrique Onieva and published by Springer. This book was released on 2015-05-29 with total page 750 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume constitutes the proceedings of the 10th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2015, held Bilbao, Spain, June 2014. The 60 papers published in this volume were carefully reviewed and selected from 190 submissions. They are organized in topical sections such as data mining and knowledge discovery; video and image analysis; bio-inspired models and evolutionary computation; learning algorithms; hybrid intelligent systems for data mining and applications; classification and cluster analysis, HAIS applications.

Flow Shop Scheduling

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Publisher : Springer Science & Business Media
ISBN 13 : 1461451515
Total Pages : 346 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Flow Shop Scheduling by : Hamilton Emmons

Download or read book Flow Shop Scheduling written by Hamilton Emmons and published by Springer Science & Business Media. This book was released on 2012-09-14 with total page 346 pages. Available in PDF, EPUB and Kindle. Book excerpt: Using simplified notation and revealing unifying concepts, this book covers flow shop systems including two-machine, flexible and stochastic, and examines the reentrant flow shop, in which a job may be reprocessed at the same station or sequence of stations.