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Simulating Business Processes for Descriptive, Predictive, and Prescriptive Analytics

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Release : 2019-10-21
Genre : Business & Economics
Kind : eBook
Book Rating : 714/5 ( reviews)

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Book Synopsis Simulating Business Processes for Descriptive, Predictive, and Prescriptive Analytics by : Andrew Greasley

Download or read book Simulating Business Processes for Descriptive, Predictive, and Prescriptive Analytics written by Andrew Greasley. This book was released on 2019-10-21. Available in PDF, EPUB and Kindle. Book excerpt: This book outlines the benefits and limitations of simulation, what is involved in setting up a simulation capability in an organization, the steps involved in developing a simulation model and how to ensure that model results are implemented. In addition, detailed example applications are provided to show where the tool is useful and what it can offer the decision maker. In Simulating Business Processes for Descriptive, Predictive, and Prescriptive Analytics, Andrew Greasley provides an in-depth discussion of Business process simulation and how it can enable business analytics How business process simulation can provide speed, cost, dependability, quality, and flexibility metrics Industrial case studies including improving service delivery while ensuring an efficient use of staff in public sector organizations such as the police service, testing the capacity of planned production facilities in manufacturing, and ensuring on-time delivery in logistics systems State-of-the-art developments in business process simulation regarding the generation of simulation analytics using process mining and modeling people’s behavior Managers and decision makers will learn how simulation provides a faster, cheaper and less risky way of observing the future performance of a real-world system. The book will also benefit personnel already involved in simulation development by providing a business perspective on managing the process of simulation, ensuring simulation results are implemented, and that performance is improved.

Business Process Modeling, Simulation and Design

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Release : 2018-12-07
Genre : Business & Economics
Kind : eBook
Book Rating : 337/5 ( reviews)

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Book Synopsis Business Process Modeling, Simulation and Design by : Manuel Laguna

Download or read book Business Process Modeling, Simulation and Design written by Manuel Laguna. This book was released on 2018-12-07. Available in PDF, EPUB and Kindle. Book excerpt: Business Process Modeling, Simulation and Design, Third Edition provides students with a comprehensive coverage of a range of analytical tools used to model, analyze, understand, and ultimately design business processes. The new edition of this very successful textbook includes a wide range of approaches such as graphical flowcharting tools, cycle time and capacity analyses, queuing models, discrete-event simulation, simulation-optimization, and data mining for process analytics. While most textbooks on business process management either focus on the intricacies of computer simulation or managerial aspects of business processes, this textbook does both. It presents the tools to design business processes and management techniques on operating them efficiently. The book focuses on the use of discrete event simulation as the main tool for analyzing, modeling, and designing effective business processes. The integration of graphic user-friendly simulation software enables a systematic approach to create optimal designs.

Business Process Modeling, Simulation and Design, Second Edition

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Release : 2013-04-25
Genre : Business & Economics
Kind : eBook
Book Rating : 257/5 ( reviews)

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Book Synopsis Business Process Modeling, Simulation and Design, Second Edition by : Manuel Laguna

Download or read book Business Process Modeling, Simulation and Design, Second Edition written by Manuel Laguna. This book was released on 2013-04-25. Available in PDF, EPUB and Kindle. Book excerpt: Most textbooks on business process management focus on either the nuts and bolts of computer simulation or the managerial aspects of business processes. Covering both technical and managerial aspects of business process management, Business Process Modeling, Simulation and Design, Second Edition presents the tools to design effective business processes and the management techniques to operate them efficiently. New to the Second Edition Three completely revised chapters that incorporate ExtendSim 8 An introduction to simulation A chapter on business process analytics Developed from the authors’ many years of teaching process design and simulation courses, the text provides students with a thorough understanding of numerous analytical tools that can be used to model, analyze, design, manage, and improve business processes. It covers a wide range of approaches, including discrete event simulation, graphical flowcharting tools, deterministic models for cycle time analysis and capacity decisions, analytical queuing methods, and data mining. Unlike other operations management books, this one emphasizes user-friendly simulation software as well as business processes, rather than only manufacturing processes or general operations management problems. Taking an analytical modeling approach to process design, this book illustrates the power of simulation modeling as a vehicle for analyzing and designing business processes. It teaches how to apply process simulation and discusses the managerial implications of redesigning processes. The ExtendSim software is available online and ancillaries are available for instructors.

Absolute Essentials of Operations Management

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Release : 2019-11-05
Genre : Business & Economics
Kind : eBook
Book Rating : 103/5 ( reviews)

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Book Synopsis Absolute Essentials of Operations Management by : Andrew Greasley

Download or read book Absolute Essentials of Operations Management written by Andrew Greasley. This book was released on 2019-11-05. Available in PDF, EPUB and Kindle. Book excerpt: This short textbook consolidates all the key aspects of operations management into a concise and easily accessible reference tool. Comprising the management of creating goods and delivering services to customers, operations management plays an essential role in the success of any organization. This book discusses the main areas of operations management, such as the design of the operations system, including product, process and job design. It also covers the management of operations, including lean operations and supply chain management. Breaking the subject down into its key components, this book provides a core introduction for undergraduate students studying operations management as part of business and management degrees.

Simulation Modelling

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Release : 2022-09-21
Genre : Business & Economics
Kind : eBook
Book Rating : 826/5 ( reviews)

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Book Synopsis Simulation Modelling by : Andrew Greasley

Download or read book Simulation Modelling written by Andrew Greasley. This book was released on 2022-09-21. Available in PDF, EPUB and Kindle. Book excerpt: While simulation has a vast area of application, this textbook focuses on the use of simulation to analyse business processes. It provides an up-to-date coverage of all stages of the discrete-event simulation (DES) process, covering important areas such as conceptual modelling, modelling input data, verification and validation and simulation output analysis. The book is comprehensive yet uncomplicated, covering the theoretical aspects of the subject and the practical elements of a typical simulation project, demonstrated by cases, examples and exercises. It also shows how simulation relates to new developments in machine learning, big data analytics and conceptual modelling techniques. Guidance is provided on how to build DES models using the Arena, Simio and Simul8 simulation software, and tutorials for using the software are incorporated throughout. Simulation Modelling offers a uniquely practical and end-to-end overview of the subject, which makes it perfect required or recommended reading for advanced undergraduate and postgraduate students studying business simulation and simulation modelling as part of operations research, business analytics, supply chain management and computer science courses.

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