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This book systematically explores theories related to linguistic computational models and group decision making methods under uncertainty. It introduces innovative linguistic computational models capable of fusing complex linguistic information, including multi-granular linguistic information, unbalanced linguistic information and hesitant fuzzy linguistic information. Building upon the linguistic computational models, this book presents methods tailored to various types of group decision making problems under uncertainty. Additionally, it delves into group decision making problems where the personalized individual semantics of experts are considered. The book also showcases practical applications of the proposed group decision making methods, ranging from ERP system supplier selection to talent recruitment, subway line selection, and location selection for electric vehicle charging stations. By shedding light on novel models for modeling complex linguistic information and introducing new approaches to addressing linguistic group decision making challenges, this book offers valuable insights for engineers, researchers, and postgraduates interested in decision analysis, operations research, computational intelligence, management science and engineering, and related fields.
Operational research. Game theory --- Mathematical statistics --- Planning (firm) --- Business management --- management --- mathematische modellen --- econometrie --- operationeel onderzoek --- Operations research. --- Management science. --- Operations Research and Decision Theory. --- Operations Research, Management Science.
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This book presents various concepts and applications related to risk-conscious operations management. It also provides an overview of the risk-based engineering – fundamental to the concept of risk-conscious operations management. It presents the reliability concept to support Dependency Modelling, which includes hardware systems structures and components for reliability improvement and risk reduction. The book further develops and builds attributes and model for risk-conscious culture – critical to characterize operational approach to risk and presents human factor modelling, where it works on developing an approach for human error precursor analysis. This book will be useful for students, researchers, academicians and professionals working on identifying risk and reliability issues in complex safety and mission critical systems. It will also be beneficial for industry risk-and-reliability experts and operational safety staff working in the complex engineering systems.
Methodology of economics --- Operational research. Game theory --- Mathematical statistics --- Engineering sciences. Technology --- Planning (firm) --- Production management --- Business management --- Business economics --- Computer. Automation --- financieel management --- computers --- management --- mathematische modellen --- productie --- risk management --- econometrie --- operationeel onderzoek --- ingenieurswetenschappen --- Industrial engineering. --- Production engineering. --- Computers. --- Financial risk management. --- Operations research. --- Management science. --- Industrial and Production Engineering. --- Hardware Performance and Reliability. --- Risk Management. --- Process Engineering. --- Operations Research, Management Science .
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Organized into two volumes. this book represents a real breakthrough in the field of linear programming (LP). The first volume addresses fundamentals, including geometry of feasible region, simplex method, implementation of simplex method, duality and dual simplex method, sensitivity analysis and parametric LP, generalized simplex method, decomposition method, interior-point method and integer LP method, as well as reflects the state of art by highlighting new results, such as efficient primal and dual pivot rules, primal and dual Phase-I methods. The second volume introduces contributions of the author himself, such as reduced and D-reduced-simplex methods, generalized reduced and dual reduced simplex methods, deficient-basis and dual deficient-basis-simplex methods, and face and dual face methods with Cholesky factorization, as well as with LU factorization. As a monograph, this book is a rare work in LP, containing many noval ideas and methods, supported by complete computational results. As revealed from the perspective of theory, the most recently achieved results, such as reduced and D-reduced simplex methods, as well as ILP solvers--- controlled-cut and controlled-branch methods, are very significant and promising, though there are no computational results available at this stage. With a focus on computation, the content of this book ranges from simple to profound, clear and fresh. In particular, all algorithms are accompanied by examples for demonstration whenever possible. As a milestone of LP, this book is an indispensable tool for undergraduate and graduate students, teachers, practitioners and researchers, in LP and related fields.
Numerical methods of optimisation --- Operational research. Game theory --- Mathematical statistics --- Mathematics --- Accountancy --- Planning (firm) --- Business management --- Business economics --- Computer science --- Computer. Automation --- bedrijven --- automatisering --- informatica --- management --- mathematische modellen --- bedrijfsfinanciën --- econometrie --- wiskunde --- operationeel onderzoek --- optimalisatie --- Mathematical optimization. --- Business mathematics. --- Operations research. --- Management science. --- Mathematics of Computing. --- Optimization. --- Continuous Optimization. --- Business Mathematics. --- Operations Research, Management Science . --- Computational Mathematics and Numerical Analysis. --- Mathematics. --- Data processing.
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This book features the papers presented at IWAR 2023. The overall objective of the event was to bring together international scientists and engineers to bridge the academic and industrial worlds in the field of remanufacturing. Various themes related to remanufacturing, including methods for operations management, methodologies for quality assessment and life cycle assessment, the integration of robots in remanufacturing, and the use of modern I4.0 technologies in a remanufacturing context among others were addressed. This book is intended for academics, graduate students, researchers, as well as industrial practitioners engaged in the field of remanufacturing.
Operational research. Game theory --- Mathematical statistics --- Applied physical engineering --- Planning (firm) --- Business management --- Artificial intelligence. Robotics. Simulation. Graphics --- fabrieken --- management --- mathematische modellen --- econometrie --- operationeel onderzoek --- robots --- Manufactures. --- Robotics. --- Virtual reality. --- Augmented reality. --- Operations research. --- Management science. --- Machines, Tools, Processes. --- Robotic Engineering. --- Virtual and Augmented Reality. --- Operations Research, Management Science. --- Operations Research and Decision Theory.
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This textbook provides a comprehensive step-by-step guide for new public transport modelers. It includes an introduction to mathematical modeling, continuous and discrete optimization, numerical optimization, computational complexity analysis, metaheuristics, and multi-objective optimization. These tools help engineers and modelers to use better existing public transport models and also develop new models that can address future challenges. By reading this book, the reader will gain the ability to translate a future problem description into a mathematical model and solve it using an appropriate solution method. The textbook provides the knowledge needed to develop highly accurate mathematical models that can serve as decision support tools at the strategic, tactical, and operational planning levels of public transport services. Its detailed description of exact optimization methods, metaheuristics, bi-level, and multi-objective optimization approaches together with the detailed description of implementing these approaches in classic public transport problems with the use of open source tools is unique and will be highly useful to students and transport professionals.
Methodology of economics --- Operational research. Game theory --- Mathematical statistics --- Transport. Traffic --- Planning (firm) --- Physical distribution --- Business management --- Business economics --- Artificial intelligence. Robotics. Simulation. Graphics --- intern transport --- financieel management --- SCM (supply chain management) --- management --- mathematische modellen --- verkeer --- transport --- econometrie --- logistiek --- KI (kunstmatige intelligentie) --- operationeel onderzoek --- Business logistics. --- Industrial Management. --- Artificial intelligence. --- Transportation engineering. --- Traffic engineering. --- Operations research. --- Management science. --- Logistics. --- Supply Chain Management. --- Artificial Intelligence. --- Transportation Technology and Traffic Engineering. --- Operations Research, Management Science . --- AI (artificiële intelligentie) --- Industrial management.
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This book describes a general hybrid metaheuristic for combinatorial optimization labeled Construct, Merge, Solve & Adapt (CMSA). The general idea of standard CMSA is the following one. At each iteration, a number of valid solutions to the tackled problem instance are generated in a probabilistic way. Hereby, each of these solutions is composed of a set of solution components. The components found in the generated solutions are then added to an initially empty sub-instance. Next, an exact solver is applied in order to compute the best solution of the sub-instance, which is then used to update the sub-instance provided as input for the next iteration. In this way, the power of exact solvers can be exploited for solving problem instances much too large for a standalone application of the solver. Important research lines on CMSA from recent years are covered in this book. After an introductory chapter about standard CMSA, subsequent chapters cover a self-adaptive CMSA variant as well as a variant equipped with a learning component for improving the quality of the generated solutions over time. Furthermore, on outlining the advantages of using set-covering-based integer linear programming models for sub-instance solving, the author shows how to apply CMSA to problems naturally modelled by non-binary integer linear programming models. The book concludes with a chapter on topics such as the development of a problem-agnostic CMSA and the relation between large neighborhood search and CMSA. Combinatorial optimization problems used in the book as test cases include the minimum dominating set problem, the variable-sized bin packing problem, and an electric vehicle routing problem. The book will be valuable and is intended for researchers, professionals and graduate students working in a wide range of fields, such as combinatorial optimization, algorithmics, metaheuristics, mathematical modeling, evolutionary computing, operations research, artificial intelligence, or statistics.
Operational research. Game theory --- Mathematical statistics --- Planning (firm) --- Business management --- Computer science --- Artificial intelligence. Robotics. Simulation. Graphics --- neuronale netwerken --- fuzzy logic --- cybernetica --- toegepaste informatica --- computers --- management --- mathematische modellen --- mineralen (chemie) --- mijnbouw --- econometrie --- AI (artificiële intelligentie) --- operationeel onderzoek --- computerkunde --- Artificial intelligence. --- Computational intelligence. --- Computer science. --- Operations research. --- Management science. --- Computer simulation. --- Artificial Intelligence. --- Computational Intelligence. --- Theory of Computation. --- Operations Research, Management Science. --- Computer Modelling. --- Optimització combinatòria
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