Agent Based Business Process Simulation
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Agent Based Business Process Simulation
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Author : Emilio Sulis
language : en
Publisher: Springer Nature
Release Date : 2022-06-25
Agent Based Business Process Simulation written by Emilio Sulis and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-06-25 with Computers categories.
This book provides a conceptual clarification of the interconnections between agent-based modeling and business process management (BPM) and presents practical examples of agent-based models dealing with BPM and simulation in NetLogo. The book is structured in three parts. Part I starts with the motivation for the work and introduces the general structure of the book. Next, chapter 2 provides a brief introduction to main BPM concepts including the business process lifecycle, which describes the analysis of an organization by means of modeling and simulation, business process performance indicators, and the automatic extraction of information from event data. Chapter 3 then offers a summary of the concept of agent and the studies concerning agent-based approaches that involve business process analysis and management studies. Part II of the book introduces in chapter 4 the NetLogo tool adopted throughout the remaining book. After that, chapter 5 focuses on agent-oriented modeling as a problem domain analysis and design approach for creating decision-support systems based on agent-based simulations. Chapter 6 further describes the topic of agent-based modeling and simulation for business process analysis. The final part III starts with chapter 7 that reviews some BPM applications by introducing programs enabling to manage models represented in standard formats, such as BPMN, Petri nets, and the eXtensible Event Stream standard language. Subsequently, chapter 8 describes a number of case studies from different areas, and eventually, chapter 9 introduces some examples of advanced topics of process mining and agent-based simulation with process discovery, conformance checking, and agent-based applications utilizing Petri nets. The book is primarily written for researchers and advanced graduate and PhD students who look for an introduction to the fruitful exploitation of agent-based modeling to business process management. The book is also useful for industry practitioners who are interested in supporting their business decisions with computational simulations. The book is complemented by a dedicated web site with lots of additional details and models in NetLogo for further evaluation by the reader.
A Framework For Business Process Simulation Based On Multi Agent Cooperation
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Author : Wenan Tan
language : en
Publisher:
Release Date : 2009
A Framework For Business Process Simulation Based On Multi Agent Cooperation written by Wenan Tan and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009 with categories.
We analyze discrete event simulation for workflow, and propose a framework for process simulation based on multi-agent to support flexible activity scheduling. Social rationality of agent is used to represent the utility function as the decision making strategies of organization. Physical elements such as cubage, cost can be imported to schedule activity instances, which makes simulation running in a more flexible and realistic manner. Currently, we have proposed a framework consisting of socially rational agent. If the agent has the ability to learn from previous decision making successes and failures, there is the potential that it could converge towards finding the right balance, depending on the situation, between individual and social needs. Hence a knowledge mechanism can be imported into our simulation framework to accelerate decision making when similar situation appears again. Furthermore, due to the autonomy of agent, the number of activity agent may be varied and the activities can be distributed to a number of computers, according to the computational resources. Multiple sub-process simulations can run synchronously to hasten complex process simulation. Thus a distributed simulation environment becomes a potential alternative. JNDI and RMI can be used to help the communication among agents in this distributed simulation system.
1999 International Symposium On Database Applications In Non Traditional Environments Dante 99
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Author : Y. Kambayashi
language : en
Publisher: Institute of Electrical & Electronics Engineers(IEEE)
Release Date : 2000
1999 International Symposium On Database Applications In Non Traditional Environments Dante 99 written by Y. Kambayashi and has been published by Institute of Electrical & Electronics Engineers(IEEE) this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000 with Computers categories.
Annotation This collection of 60 papers presented at the November 1999 symposium provides research results on non-traditional databases such as Internet-related technologies, handling of various kinds of data, supporting technologies for virtual organization, data models, system technologies, and applications. Topics include temporal issues in data warehouse systems, a semantic caching method based on linear constraints, multimedia document support inside the AHYDS platform, interacting with topological invariants of spatial databases, spatio- temporal levels of detail (LoD) for browsing video databases, and similarity retrieval of human motion as multi-stream time series data. No subject index. Annotation copyrighted by Book News, Inc., Portland, OR.
Simulating Business Processes For Descriptive Predictive And Prescriptive Analytics
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Author : Andrew Greasley
language : en
Publisher: Walter de Gruyter GmbH & Co KG
Release Date : 2019-10-21
Simulating Business Processes For Descriptive Predictive And Prescriptive Analytics written by Andrew Greasley and has been published by Walter de Gruyter GmbH & Co KG this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-10-21 with Business & Economics categories.
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.
A Framework For Business Process Simulation Based On Multi Agent Cooperation
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Author : Wenan Tan
language : en
Publisher:
Release Date : 2009
A Framework For Business Process Simulation Based On Multi Agent Cooperation written by Wenan Tan and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009 with Computers categories.
A Framework for Business Process Simulation Based on Multi-Agent Cooperation.
Managing Change With Business Process Simulation
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Author : David M. Profozich
language : en
Publisher: Prentice Hall
Release Date : 1998
Managing Change With Business Process Simulation written by David M. Profozich and has been published by Prentice Hall this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998 with Business & Economics categories.
This is the first practical guide to simulating business processes and predicting the impact of change. The book offers new tools for reducing the risks associated with strategic change. Pragmatic strategies are given for implementing simulation.
Proceedings
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Author :
language : en
Publisher: Institute of Electrical & Electronics Engineers(IEEE)
Release Date : 1999
Proceedings written by and has been published by Institute of Electrical & Electronics Engineers(IEEE) this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with Computers categories.
Annotation The 82 technical papers from the December 1999 conference discuss software evolution, components and frameworks, internet applications engineering, formal and visual methods, empirical software engineering, business process modeling and applications, requirements engineering, software architectures, software agents, tools and environments, software patterns, program slicing and analysis, object-oriented methodologies, software engineering practice, behavior and semantic models, real-time software engineering, reengineering and maintenance, testing, and software process, collaboration and project management. No subject index. Annotation copyrighted by Book News, Inc., Portland, OR.
Transactions Of The Society For Computer Simulation
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Author :
language : en
Publisher:
Release Date : 1998
Transactions Of The Society For Computer Simulation written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998 with Computer simulation categories.
Proceedings Of The European Simulation Multiconference
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Author :
language : en
Publisher:
Release Date : 1999
Proceedings Of The European Simulation Multiconference written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with Computer simulation categories.
Strategy Business
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Author :
language : en
Publisher:
Release Date : 2005
Strategy Business written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with Business categories.