A Genetic Algorithm For The Capacitated Lot Sizing Problem With Setup Times

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Capacitated Lot Sizing Problems in Process Industries

Author : Ravi Ramya
Publisher : Springer
ISBN 13 : 3030012220
Total Pages : 227 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Capacitated Lot Sizing Problems in Process Industries by : Ravi Ramya

Download or read book Capacitated Lot Sizing Problems in Process Industries written by Ravi Ramya and published by Springer. This book was released on 2019-01-04 with total page 227 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book examines the Capacitated Lot Sizing Problem (CLSP) in process industries. In almost all process industries, there are situations where products have short/long setup times, and the setup of the product and its subsequent production are carried over, across consecutive periods. The setup of a product is carried over across more than one successive period in the case of products having long setup times. A product having short setup has its setup time less than the capacity of the period in which it is setup. The setup is immediately followed by its production of the product and it may also be carried over, across successive time period(s). Many process industries require production of a product to occur immediately after its setup (without the presence of idle time between the setup and production of the product), and they also require the product to be continuously produced without any interruption. This book considers a single-machine, single-level and multiple-item CLSP problem. This book introduces the Capacitated Lot Sizing Problem with Production Carryover and Setup Crossover across periods (CLSP-PCSC). Mathematical models are proposed which are all encompassing that they can handle continuous manufacturing (as in process industries), and also situations where the setup costs and holding costs are product dependent and time independent/time dependent, with possible backorders, and with other appropriate adaptations. Comprehensive heuristics are proposed based on these mathematical models to solve the CLSP-PCSC. The performance of the proposed models and heuristics are evaluated using problem instances of various sizes. This book also covers mathematical models developed for the Capacitated Lot Sizing Problem with Production Carryover and Setup Crossover across periods, and with Sequence-Dependent Setup Times and Setup Costs (CLSP-SD-PCSC). These models allow the presence of backorders and also address real-life situations present in process industries such as production of a product starting immediately after its setup and its uninterrupted production carryover across periods, along with the presence of short/long setup times. Heuristics proposed for the CLSP-PCSC can be extended to address the CLSP problem with sequence dependent setup costs and setup times. All the models and heuristics proposed in this book address some real-life considerations present in process industries.

Multi-Level Capacitated Lotsizing with Setup Carryover

Author : Lisbeth Buschkühl
Publisher : Springer
ISBN 13 : 3658240342
Total Pages : 240 pages
Book Rating : 4.6/5 (582 download)

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Book Synopsis Multi-Level Capacitated Lotsizing with Setup Carryover by : Lisbeth Buschkühl

Download or read book Multi-Level Capacitated Lotsizing with Setup Carryover written by Lisbeth Buschkühl and published by Springer. This book was released on 2019-02-19 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: Lotsizing problems are found in every company, which produces various items on resources with scarce capacities. In general, the objective is to find production plans, which meet demand with the resources` given capacities and at minimal costs. However, there is a great variety of company-specific lotsizing problems due to the complexity of the underlying production processes. Both standard MRP-systems and modern Advanced Planning Systems fail to provide adequate solutions. Instead, they most often compute production plans, which are not feasible in practice. In this book new lotsizing models are presented for multi-stage production systems with general product structures, dynamic demand, setup times and lead times. They are extended to cover production on parallel machines. An iterative solution procedure is presented, which generates feasible production plans within seconds of computation time. Potential readership includes scholars of supply chain management and production planning, interested students in these areas as well as practitioners involved in production planning.

Metaheuristics and Nature Inspired Computing

Author : Bernabé Dorronsoro
Publisher : Springer Nature
ISBN 13 : 3030942163
Total Pages : 230 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Metaheuristics and Nature Inspired Computing by : Bernabé Dorronsoro

Download or read book Metaheuristics and Nature Inspired Computing written by Bernabé Dorronsoro and published by Springer Nature. This book was released on 2022-02-21 with total page 230 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume constitutes selected papers presented during the 8th International Conference on Metaheuristics and Nature Inspired Computing, META 2021, held in Marrakech, Morocco, in October 201. Due to the COVID-19 pandemic the conference was partiqally held online. The 16 papers were thoroughly reviewed and selected from the 53 submissions. They are organized in the topical sections on combinatorial optimization; continuous optimization; optimization and machine learning; applications.

Metaheuristics for Scheduling in Industrial and Manufacturing Applications

Author : Fatos Xhafa
Publisher : Springer
ISBN 13 : 3540789855
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. This book was released on 2008-08-22 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).

Advances in Sustainable and Competitive Manufacturing Systems

Author : Américo Azevedo
Publisher : Springer Science & Business Media
ISBN 13 : 331900557X
Total Pages : 1644 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Advances in Sustainable and Competitive Manufacturing Systems by : Américo Azevedo

Download or read book Advances in Sustainable and Competitive Manufacturing Systems written by Américo Azevedo and published by Springer Science & Business Media. This book was released on 2013-06-25 with total page 1644 pages. Available in PDF, EPUB and Kindle. Book excerpt: The proceedings includes the set of revised papers from the 23rd International Conference on Flexible Automation and Intelligent Manufacturing (FAIM 2013). This conference aims to provide an international forum for the exchange of leading edge scientific knowledge and industrial experience regarding the development and integration of the various aspects of Flexible Automation and Intelligent Manufacturing Systems covering the complete life-cycle of a company’s Products and Processes. Contents will include topics such as: Product, Process and Factory Integrated Design, Manufacturing Technology and Intelligent Systems, Manufacturing Operations Management and Optimization and Manufacturing Networks and MicroFactories.

Advances in Applied Mechanical Engineering

Author : Hari Kumar Voruganti
Publisher : Springer Nature
ISBN 13 : 9811512019
Total Pages : 1161 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Advances in Applied Mechanical Engineering by : Hari Kumar Voruganti

Download or read book Advances in Applied Mechanical Engineering written by Hari Kumar Voruganti and published by Springer Nature. This book was released on 2020-02-01 with total page 1161 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents select peer reviewed proceedings of the International Conference on Applied Mechanical Engineering Research (ICAMER 2019). The books examines various areas of mechanical engineering namely design, thermal, materials, manufacturing and industrial engineering covering topics like FEA, optimization, vibrations, condition monitoring, tribology, CFD, IC engines, turbo-machines, automobiles, manufacturing processes, machining, CAM, additive manufacturing, modelling and simulation of manufacturing processing, optimization of manufacturing processing, supply chain management, and operations management. In addition, recent studies on composite materials, materials characterization, fracture and fatigue, advanced materials, energy storage, green building, phase change materials and structural change monitoring are also covered. Given the contents, this book will be useful for students, researchers and professionals working in mechanical engineering and allied fields.

Closing the Gap Between Practice and Research in Industrial Engineering

Author : Elisabeth Viles
Publisher : Springer
ISBN 13 : 331958409X
Total Pages : 380 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis Closing the Gap Between Practice and Research in Industrial Engineering by : Elisabeth Viles

Download or read book Closing the Gap Between Practice and Research in Industrial Engineering written by Elisabeth Viles and published by Springer. This book was released on 2017-08-17 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the proceedings of the XXII International Conference on Industrial Engineering and Operations Management, International IIE Conference 2016, and International AIM Conference 2016. This joint conference is a result of an agreement between ADINGOR (Asociación para el Desarrollo de la Ingeniería de Organización), ABEPRO (Associação Brasileira de Engenharia de Produção), AIM (European Academy for Industrial Management) and the IIE (Institute of Industrial Engineers), and took place at TECNUN-School of Engineering (San Sebastián, Spain) from July 13th to 15th, 2016. The book includes the latest research advances and cutting-edge analyses of real case studies in Industrial Engineering and Operations Management from diverse international contexts, while also identifying concrete business applications for the latest findings and innovations in operations management and the decisions sciences.

Computational Intelligence in Logistics and Supply Chain Management

Author : Thomas Hanne
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.

Quantitative Modelling in Marketing and Management (second Edition)

Author : Luiz E. T. Al MOUTINHO
Publisher : World Scientific
ISBN 13 : 9814696358
Total Pages : 569 pages
Book Rating : 4.8/5 (146 download)

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Book Synopsis Quantitative Modelling in Marketing and Management (second Edition) by : Luiz E. T. Al MOUTINHO

Download or read book Quantitative Modelling in Marketing and Management (second Edition) written by Luiz E. T. Al MOUTINHO and published by World Scientific. This book was released on 2015-11-06 with total page 569 pages. Available in PDF, EPUB and Kindle. Book excerpt: "The field of marketing and management has undergone immense changes over the past decade. These dynamic changes are driving an increasing need for data analysis using quantitative modelling. Problem solving using the quantitative approach and other models has always been a hot topic in the fields of marketing and management. Quantitative modelling seems admirably suited to help managers in their strategic decision making on operations management issues. In social sciences, quantitative research refers to the systematic empirical investigation of social phenomena via statistical, mathematical or computational techniques. The first edition of "Quantitative Modelling in Marketing and Management" focused on the description and applications of many quantitative modelling approaches applied to marketing and management. The topics ranged from fuzzy logic and logical discriminant models to growth models and k-clique models. The second edition follows the thread of the first one by covering a myriad of techniques and applications in the areas of statistical, computer, mathematical as well as other novel nomothetic methods. It greatly reinforces the areas of computer, mathematical and other modeling tools that are designed to bring a level of awareness and knowledge among academics and researchers in marketing and management, so that there is an increase in the application of these new approaches that will be embedded in future scholarly output."--

Handbook of Approximation Algorithms and Metaheuristics

Author : Teofilo F. Gonzalez
Publisher : CRC Press
ISBN 13 : 1420010743
Total Pages : 1434 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Handbook of Approximation Algorithms and Metaheuristics by : Teofilo F. Gonzalez

Download or read book Handbook of Approximation Algorithms and Metaheuristics written by Teofilo F. Gonzalez and published by CRC Press. This book was released on 2007-05-15 with total page 1434 pages. Available in PDF, EPUB and Kindle. Book excerpt: Delineating the tremendous growth in this area, the Handbook of Approximation Algorithms and Metaheuristics covers fundamental, theoretical topics as well as advanced, practical applications. It is the first book to comprehensively study both approximation algorithms and metaheuristics. Starting with basic approaches, the handbook presents the methodologies to design and analyze efficient approximation algorithms for a large class of problems, and to establish inapproximability results for another class of problems. It also discusses local search, neural networks, and metaheuristics, as well as multiobjective problems, sensitivity analysis, and stability. After laying this foundation, the book applies the methodologies to classical problems in combinatorial optimization, computational geometry, and graph problems. In addition, it explores large-scale and emerging applications in networks, bioinformatics, VLSI, game theory, and data analysis. Undoubtedly sparking further developments in the field, this handbook provides the essential techniques to apply approximation algorithms and metaheuristics to a wide range of problems in computer science, operations research, computer engineering, and economics. Armed with this information, researchers can design and analyze efficient algorithms to generate near-optimal solutions for a wide range of computational intractable problems.

Metaheuristics for Production Systems

Author : El-Ghazali Talbi
Publisher : Springer
ISBN 13 : 3319233505
Total Pages : 370 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Metaheuristics for Production Systems by : El-Ghazali Talbi

Download or read book Metaheuristics for Production Systems written by El-Ghazali Talbi and published by Springer. This book was released on 2015-11-26 with total page 370 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses the main techniques and newest trends to manage and optimize the production and service systems. The book begins by examining the three main levels of decision systems in production: the long term (strategic), the middle term (tactical) and short term (operational). It also considers online management as a new level (a sub level of the short term). As each level encounters specific problems, appropriate approaches to deal with these are introduced and explained. These problems include the line design, the line balancing optimization, the physical layout of the production or service system, the forecasting optimization, the inventory management, the scheduling etc. Metaheuristics for Production Systems then explores logistic optimization from two different perspectives: internal (production management), addressing issues of scheduling, layout and line designs, and external (supply chain management) focusing on transportation optimization, supply chain evaluation, and location of production. The book also looks at NP-hard problems that are common in production management. These complex configurations may mean that optimal solutions may not be reached due to variables, but the authors help provide a good solution for such problems. The effective new results and solutions offered in this book should appeal to researchers, managers, and engineers in the production and service industries.

Trends in Developing Metaheuristics, Algorithms, and Optimization Approaches

Author : Yin, Peng-Yeng
Publisher : IGI Global
ISBN 13 : 146662146X
Total Pages : 375 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Trends in Developing Metaheuristics, Algorithms, and Optimization Approaches by : Yin, Peng-Yeng

Download or read book Trends in Developing Metaheuristics, Algorithms, and Optimization Approaches written by Yin, Peng-Yeng and published by IGI Global. This book was released on 2012-10-31 with total page 375 pages. Available in PDF, EPUB and Kindle. Book excerpt: Developments in metaheuristics continue to advance computation beyond its traditional methods. With groundwork built on multidisciplinary research findings; metaheuristics, algorithms, and optimization approaches uses memory manipulations in order to take full advantage of strategic level problem solving. Trends in Developing Metaheuristics, Algorithms, and Optimization Approaches provides insight on the latest advances and analysis of technologies in metaheuristics computing. Offering widespread coverage on topics such as genetic algorithms, differential evolution, and ant colony optimization, this book aims to be a forum researchers, practitioners, and students who wish to learn and apply metaheuristic computing.

Advances in Production Management Systems. Value Networks: Innovation, Technologies, and Management

Author : Jan Frick
Publisher : Springer
ISBN 13 : 3642339808
Total Pages : 643 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Advances in Production Management Systems. Value Networks: Innovation, Technologies, and Management by : Jan Frick

Download or read book Advances in Production Management Systems. Value Networks: Innovation, Technologies, and Management written by Jan Frick and published by Springer. This book was released on 2012-09-26 with total page 643 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-conference proceedings of the International IFIP WG 5.7 Conference on Advances in Production Management Systems, APMS 2011, held in Stavanger, Norway, in September 2011. The 66 revised and extended full papers were carefully reviewed and selected from 124 papers presented at the conference. The papers are organized in 3 parts: production process, supply chain management, and strategy. They represent the breadth and complexity of topics in operations management, ranging from optimization and use of technology, management of organizations and networks, to sustainable production and globalization. The authors use a broad range of methodological approaches spanning from grounded theory and qualitative methods, via a broad set of statistical methods to modeling and simulation techniques.

Design and Modeling of Mechanical Systems - V

Author : Lassaad Walha
Publisher : Springer Nature
ISBN 13 : 3031146158
Total Pages : 929 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis Design and Modeling of Mechanical Systems - V by : Lassaad Walha

Download or read book Design and Modeling of Mechanical Systems - V written by Lassaad Walha and published by Springer Nature. This book was released on 2022-08-19 with total page 929 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers a collection of original peer-reviewed contributions presented at the 9th International Congress on Design and Modeling of Mechanical Systems (CMSM’2021), held on December 20-22, 2021, in Hammamet, Tunisia. It reports on research findings, advanced methods and industrial applications relating to mechanical systems, materials and structures, and machining. It covers vibration analysis, CFD modeling and simulation, intelligent monitoring and control, including applications related to industry 4.0 and additive manufacturing. Continuing on the tradition of the previous editions, and with a good balance of theory and practice, the book offers a timely snapshot, and a useful resource for both researchers and professionals in the field of design and modeling of mechanical systems.

Evolutionary Computation in Combinatorial Optimization

Author : Christian Blum
Publisher : Springer
ISBN 13 : 3662443201
Total Pages : 253 pages
Book Rating : 4.6/5 (624 download)

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Book Synopsis Evolutionary Computation in Combinatorial Optimization by : Christian Blum

Download or read book Evolutionary Computation in Combinatorial Optimization written by Christian Blum and published by Springer. This book was released on 2014-08-21 with total page 253 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 14th European Conference on Evolutionary Computation in Combinatorial Optimization, Evo COP 2014, held in Granada, Spain, in April 2014, co-located with the Evo*2014 events Euro GP, Evo BIO, Evo MUSART and Evo Applications. The 20 revised full papers presented were carefully reviewed and selected from 42 submissions. The papers cover the following topics: swarm intelligence algorithms, fitness landscapes and adaptive algorithms, real world and routing problems and cooperative and metaheuristic search.

Recent Advances in Simulated Evolution and Learning

Author : K. C. Tan
Publisher : World Scientific
ISBN 13 : 9812389520
Total Pages : 836 pages
Book Rating : 4.8/5 (123 download)

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Book Synopsis Recent Advances in Simulated Evolution and Learning by : K. C. Tan

Download or read book Recent Advances in Simulated Evolution and Learning written by K. C. Tan and published by World Scientific. This book was released on 2004 with total page 836 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers the latest advances in the theories, algorithms, and applications of simulated evolution and learning techniques. It provides insights into different evolutionary computation techniques and their applications in domains such as scheduling, control and power, robotics, signal processing, and bioinformatics. The book will be of significant value to all postgraduates, research scientists and practitioners dealing with evolutionary computation or complex real-world problems.

Advances in Materials, Mechanics and Manufacturing

Author : Fakher Chaari
Publisher : Springer Nature
ISBN 13 : 3030242471
Total Pages : 241 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis Advances in Materials, Mechanics and Manufacturing by : Fakher Chaari

Download or read book Advances in Materials, Mechanics and Manufacturing written by Fakher Chaari and published by Springer Nature. This book was released on 2019-09-17 with total page 241 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book reports on cutting-edge findings concerning characterization of material behavior, material modeling and simulation, and applications in the field of manufacturing. Based on the second International Conference on Advanced Materials Mechanics & Manufacturing, A3M2018, organized by the Laboratory of Mechanics, Modeling and Manufacturing (LA2MP) of the National School of Engineers of Sfax, Tunisia, the book covers a variety of topics, such as experimental analysis of material plasticity and fatigue, numerical simulation of material behavior, and optimization of manufacturing processes, such as cutting and injection, among others. It offers a timely snapshot on current research and applications, offering a bridge to facilitate communication and collaboration between academic and industrial researchers.