Recent Advances In Operations Management And Optimization
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Recent Advances in Operations Management Applications by Anish Sachdeva,Pradeep Kumar,O. P. Yadav,Mohit Tyagi Pdf
This book presents the select proceedings of the International Conference on Industrial and Manufacturing Systems (CIMS 2020). It presents the current scenarios and future advancements in the domain of industrial engineering under context of optimum value. Various topics covered include optimisation and its applicability in the various areas of industrial engineering like selection of designing parameters and, decisions related to conditions of optimum process/operation parameters, facilities planning and management, transportation and supply chain management, quality engineering, reliability and maintenance, system optimization, product design and development, human factors and ergonomics, project management, service system and service management, waste management, sustainable manufacturing and operations, systems design, lean manufacturing, and performance measurement. This book will be useful for the students, researchers and professionals working in the area of industrial and production engineering.
Recent Advances in Operations Management and Optimization by Anish Sachdeva,Kapil Kumar Goyal,Rajiv Kumar Garg,J. Paulo Davim Pdf
The book presents the select proceedings of International Conference on Production and Industrial Engineering (CPIE) 2023. It covers the current and latest research methods for development and implementation of operation. Various topics covered include selection of designing parameters, decisions related to conditions of optimum process/operation parameters, facilities planning and management, transportation and supply chain management, quality engineering, reliability and maintenance, product design and development, human factors and ergonomics, project management, service system and service management, waste management, sustainable manufacturing, and operations. The book is useful for researchers and professionals working in manufacturing, industrial engineering, systems engineering, and production engineering.
Operations Research Proceedings by B. Fleischmann,R. Lasch,U. Derigs,W. Domschke,U. Rieder Pdf
This proceedings volume contains a selection of 85 papers presented at the Symposium on Operations Research (OR 2000), the Annual Conference of the German Operations Research Society (GOR), that was held at the Dresden University of Technology, September 9 -12, 2000. The contributions cover the broad interdisciplinary spectrum of Operations Research and present recent advances in theory, development of methods, and applications in practice. Subjects covered are Mathematical Optimization (continuous, discrete, combinatorial and stochastic), Simulation, Econometrics, Statistics and Mathematical Economics, Decision Theory, Game Theory, Finance, Banking and Insurance, Artificial Intelligence and Fuzzy Logic, Decision Support Systems, Production, Logistics and Supply Chain Management, Scheduling and Project Planning, Transport and Traffic, Energy and Environment, Marketing and Data Analysis and Didactics of Operations Research.
Supply Chain Optimization, Design, and Management: Advances and Intelligent Methods by Minis, Ioannis,Zeimpekis, Vasileios,Dounias, Georgios,Ampazis, Nicholas Pdf
Computational Intelligence (CI) is a term corresponding to a new generation of algorithmic methodologies in artificial intelligence, which combines elements of learning, adaptation, evolution and approximate (fuzzy) reasoning to create programs that can be considered intelligent. Supply Chain Optimization, Design, and Management: Advances and Intelligent Methods presents computational intelligence methods for addressing supply chain issues. Emphasis is given to techniques that provide effective solutions to complex supply chain problems and exhibit superior performance to other methods of operations research.
Operations Management Research and Cellular Manufacturing Systems: Innovative Methods and Approaches by Modr k, Vladimir,Pandian, R. Sudhakara Pdf
"This book presents advancements in the field of operations management, focusing specifically on topics related to layout design for manufacturing environments"--Provided by publisher.
Operations Management and Data Analytics Modelling by Lalit Kumar Awasthi,Sushendra Kumar Misra,Dilbagh Panchal,Mohit Tyagi Pdf
Operations Management and Data Analytics Modelling: Economic Crises Perspective addresses real operation management problems in thrust areas like the healthcare and energy management sectors and Industry 4.0. It discusses recent advances and trends in developing data-driven operation management-based methodologies, big data analysis, application of computers in industrial engineering, optimization techniques, development of decision support systems for industrial operation, the role of a multiple-criteria decision-making (MCDM) approach in operation management, fuzzy set theory-based operation management modelling and Lean Six Sigma. Features Discusses the importance of data analytics in industrial operations to improve economy Provides step-by-step implementation of operation management models to identify best practices Covers in-depth analysis using data-based operation management tools and techniques Discusses mathematical modelling for novel operation management models to solve industrial problems This book is aimed at graduate students and professionals in the field of industrial and production engineering, mechanical engineering and materials science.
Recent Advances in Control and Optimization of Manufacturing Systems by George Yin,Qing Zhang Pdf
In a competitive world, research in manufacturing systems plays an important role in creating, updating and improving the technologies and management practices of the economy. This volume presents some of the most recent results in stochastic manufacturing systems. Experts from the fields of applied mathematics, engineering and management sciences review and substantially update the recent advances in the control and optimization of manufacturing systems. Recent Advances in Control and Optimization of Manufacturing Systems consists of eight chapters divided into three parts which focus on Optimal Production Planning, Scheduling and Improvability and Approximate Optimality and Robustness. This book is intended for researchers and practitioners in the fields of systems theory, control and optimization, and operation management as well as in applied probability and stochastic processes.
The Elements of Joint Learning and Optimization in Operations Management by Xi Chen,Stefanus Jasin,Cong Shi Pdf
This book examines recent developments in Operations Management, and focuses on four major application areas: dynamic pricing, assortment optimization, supply chain and inventory management, and healthcare operations. Data-driven optimization in which real-time input of data is being used to simultaneously learn the (true) underlying model of a system and optimize its performance, is becoming increasingly important in the last few years, especially with the rise of Big Data.
Recent Advances in Evolutionary Computation for Combinatorial Optimization by Carlos Cotta,Jano van Hemert Pdf
Combinatorial optimisation is a ubiquitous discipline whose usefulness spans vast applications domains. The intrinsic complexity of most combinatorial optimisation problems makes classical methods unaffordable in many cases. To acquire practical solutions to these problems requires the use of metaheuristic approaches that trade completeness for pragmatic effectiveness. Such approaches are able to provide optimal or quasi-optimal solutions to a plethora of difficult combinatorial optimisation problems. The application of metaheuristics to combinatorial optimisation is an active field in which new theoretical developments, new algorithmic models, and new application areas are continuously emerging. This volume presents recent advances in the area of metaheuristic combinatorial optimisation, with a special focus on evolutionary computation methods. Moreover, it addresses local search methods and hybrid approaches. In this sense, the book includes cutting-edge theoretical, methodological, algorithmic and applied developments in the field, from respected experts and with a sound perspective.
Recent Advances in Computational Optimization by Stefka Fidanova Pdf
This book presents new optimization approaches and methods and their application in real-world and industrial problems, and demonstrates how many of the problems arising in engineering, economics and other domains can be formulated as optimization problems. Constituting a comprehensive collection of extended contributions from the 9th International Workshop on Computational Optimization (WCO) held in Gdansk, Poland, September 11–14, 2016, the book discusses important applications such as job scheduling, wildfire modeling, parameter settings for controlling different processes, capital budgeting, data mining, finding the location of sensors in a given network, identifying the conformation of molecules, algorithm correctness, decision support system, and computer memory management. Further, it shows how to develop algorithms for these based on new intelligent methods like evolutionary computations, ant colony optimization and constraint programming. The book is a valuable resource for researchers and practitioners alike.
Tools and Tactics for Operations Managers (Collection) by Randal Wilson,Arthur V. Hill,Hillel Glazer Pdf
A brand new collection of state-of-the-art operations management tools and tactics… 3 authoritative books, now in a convenient e-format, at a great price! 3 authoritative eBooks bring together today’s most valuable new operations management techniques and solutions! Apply today’s most innovative operations management techniques to improve performance and value in any organization -- even the most complex or constrained! In High Performance Operations, Hillel Glazer shows how to optimize business performance and profitability while maintaining strong governance and compliance. Glazer demonstrates how to integrate lean and systems thinking, and systematically incorporating compliance into planning for overall performance, value, and profitability, rather than viewing it as an end in itself. Learn how to clarify competing interests and implement pre-conditions for success; use systems thinking to promote operational excellence; eliminate single points of failure; establish proof-of-performance; scale your successes, and get more of "what went right"! The Encyclopedia of Operations Management is the perfect single-volume "field manual" for every OM or supply chain professional. Nearly 1,500 well-organized, up-to-date definitions cover every facet of supply chain design, planning, management, and optimization. For the first time, this remarkable reference brings together up-to-the-minute information about topics ranging from accounting and customer service to transportation and warehousing. Next, in The Operations Manager's Toolbox , Randal Wilson helps you use proven project management (PM) tools and techniques to supercharge efficiency, free up resources, eliminate unnecessary meetings, and get more done faster. Wilson shows how to apply PM to complete crucial "smaller" tasks that can deliver rapid and sizable improvements. You’ll learn how to plan, implement, and measure the success of high-impact changes, and organize key tasks so they actually get done. Discover specific techniques for eliminating waste in engineering, manufacturing, distribution, and inventory. Next, learn how to use PM to manage teams, schedules, budgets, and resources more effectively, and systematically predict and mitigate operational risks. Whatever your role in operations management, this unique eBook collection will help you perform far more effectively – in your organization, and in your career! From world-renowned operations management experts Hillel Glazer, Arthur V. Hill, and Randal Wilson
Operations Management in Agriculture by Dionysis Bochtis,Claus Aage Gron Sorensen,Dimitrios Kateris Pdf
Operations Management in Agriculture bridges the knowledge gap on operations management for agricultural machinery. It complements traditional topics (cost of using and choosing machinery) with advanced engineering approaches recently applied in agricultural machinery management (area coverage planning and sequential scheduling). The book covers new technologies in bio-production systems (robotics, IoT) and environmental compliance by employing a systems engineering perspective with focuses on sub-systems, including advanced optimization, supply chain systems, sustainability, autonomous vehicles and IT-driven decision-making. It will be a valuable resource for students studying decision-making and those working to improve the efficiency, effectiveness and sustainability of production through machinery choice. Covers agricultural machinery management related courses and a number of other courses within the agricultural engineering discipline Provides core tools for machine operations management, including machinery selection and cost of usage Presents current knowledge for agricultural machinery management in a science-based format
Advances in Stochastic Dynamic Programming for Operations Management by Frank Schneider Pdf
Many tasks in operations management require the solution of complex optimization problems. Problems in which decisions are taken sequentially over time can be modeled and solved by dynamic programming. Real-world dynamic programming problems, however, exhibit complexity that cannot be handled by conventional solution techniques. This complexity may stem from large state and solution spaces, huge sets of possible actions, non-convexities in the objective function, and uncertainty. In this book, three highly complex real-world problems from the domain of operations management are modeled and solved by newly developed solution techniques based on stochastic dynamic programming. First, the problem of optimally scheduling participating demand units in an energy transmission network is considered. These units are scheduled such that total cost of supplying demand for electric energy is minimized under uncertainty in demand and generation. Second, the integrated problem of investment in and optimal operations of a network of battery swap stations under uncertain demand and energy prices is modeled and solved. Third, the inventory control problem of a multi-channel retailer selling through independent sales channels is modeled and optimality conditions for replenishment policies of simple structure are proven. This book introduces efficient approximation techniques based on approximate dynamic programming (ADP) and extends existing proximal point algorithms to the stochastic case. The methods are applicable to a wide variety of dynamic programming problems of high dimension.