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Guide To Computational Modelling For Decision Processes
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Book Synopsis Guide to Computational Modelling for Decision Processes by : Stuart Berry
Download or read book Guide to Computational Modelling for Decision Processes written by Stuart Berry and published by Springer. This book was released on 2017-04-13 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: This interdisciplinary reference and guide provides an introduction to modeling methodologies and models which form the starting point for deriving efficient and effective solution techniques, and presents a series of case studies that demonstrate how heuristic and analytical approaches may be used to solve large and complex problems. Topics and features: introduces the key modeling methods and tools, including heuristic and mathematical programming-based models, and queueing theory and simulation techniques; demonstrates the use of heuristic methods to not only solve complex decision-making problems, but also to derive a simpler solution technique; presents case studies on a broad range of applications that make use of techniques from genetic algorithms and fuzzy logic, tabu search, and queueing theory; reviews examples incorporating system dynamics modeling, cellular automata and agent-based simulations, and the use of big data; supplies expanded descriptions and examples in the appendices.
Book Synopsis Computational Modeling of Cognition and Behavior by : Simon Farrell
Download or read book Computational Modeling of Cognition and Behavior written by Simon Farrell and published by Cambridge University Press. This book was released on 2018-02-22 with total page 485 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents an integrated framework for developing and testing computational models in psychology and related disciplines. Researchers and students are given the knowledge and tools to interpret models published in their area, as well as to develop, fit, and test their own models.
Book Synopsis Automatic Control, Robotics, and Information Processing by : Piotr Kulczycki
Download or read book Automatic Control, Robotics, and Information Processing written by Piotr Kulczycki and published by Springer Nature. This book was released on 2020-09-03 with total page 843 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a wide and comprehensive range of issues and problems in various fields of science and engineering, from both theoretical and applied perspectives. The desire to develop more effective and efficient tools and techniques for dealing with complex processes and systems has been a natural inspiration for the emergence of numerous fields of science and technology, in particular control and automation and, more recently, robotics. The contributions gathered here concern the development of methods and algorithms to determine best practices regarding broadly perceived decisions or controls. From an engineering standpoint, many of them focus on how to automate a specific process or complex system. From a tools-based perspective, several contributions address the development of analytic and algorithmic methods and techniques, devices and systems that make it possible to develop and subsequently implement the automation and robotization of crucial areas of human activity. All topics discussed are illustrated with sample applications.
Book Synopsis Models in Environmental Regulatory Decision Making by : National Research Council
Download or read book Models in Environmental Regulatory Decision Making written by National Research Council and published by National Academies Press. This book was released on 2007-08-25 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: Many regulations issued by the U.S. Environmental Protection Agency (EPA) are based on the results of computer models. Models help EPA explain environmental phenomena in settings where direct observations are limited or unavailable, and anticipate the effects of agency policies on the environment, human health and the economy. Given the critical role played by models, the EPA asked the National Research Council to assess scientific issues related to the agency's selection and use of models in its decisions. The book recommends a series of guidelines and principles for improving agency models and decision-making processes. The centerpiece of the book's recommended vision is a life-cycle approach to model evaluation which includes peer review, corroboration of results, and other activities. This will enhance the agency's ability to respond to requirements from a 2001 law on information quality and improve policy development and implementation.
Book Synopsis Guide to Business Modelling by : John Tennent
Download or read book Guide to Business Modelling written by John Tennent and published by The Economist. This book was released on 2014-04-01 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: Full of practical help on how to build the best, most flexible, and easy-to-use business models that can be used to analyze the upsides and downsides of any business project, this new edition of the Guide to Business Modeling is essential reading for the twenty-first century business leader. This radically revised guide to the increasingly important fine art of building business models using spreadsheets, the book describes models for evaluating everything from a modest business development to a major acquisition. • Fully Excel 2010 aligned with enhanced Excel and business content • More model evaluation techniques to help with business decision-making • Helpful key point summaries • New website from which model examples given in the book can be downloaded For anyone who wants to get ahead in business and especially for those with bottom-line responsibilities, this new edition of Guide to Business Modeling is the essential guide to how to build spreadsheet models for assessing business risks and opportunities.
Book Synopsis The Craft of Decision Modelling by : Patrick Rivett
Download or read book The Craft of Decision Modelling written by Patrick Rivett and published by . This book was released on 1994-04-26 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume offers a varied discussion of the two main areas of decision modelling: theory and practical application. It deals with the construction of models for decision-making and the scientific analysis or consequence of these decisions. Case studies are used to illustrate the text.
Book Synopsis Computer-Assisted Career Decision Making by : Martin R. Katz
Download or read book Computer-Assisted Career Decision Making written by Martin R. Katz and published by Routledge. This book was released on 2013-10-23 with total page 323 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discussing career decision making (CDM), career guidance, a computerized system of career guidance, and the interplay among them, this book describes the way people sort themselves, or are sorted, into educational and occupational options. The options represent the content of this book, and the sorting represents the process. The sequence of decisions may extend over a lifetime, but several crucial choice-points tend to occur at predictable stages in a career. Career guidance is a professional intervention in CDM; "professional" implies that practitioners conform to a standard of ethics, knowledge, and competence beyond what may be offered by other intervenors. Guidance is partly an art, but it is also partly a science -- at least an application of science, based on a synthesis of logic and evidence derived from research. The computerized System of Interactive Guidance and Information (SIGI) is a designated guidance "treatment," clearly defined and specified. It was developed according to an explicit model, derived from a particular rationale for guidance, using modern technology to amplify the practice of career guidance. The current version -- called SIGI PLUS TM -- is being used at more than a thousand colleges and universities, as well as secondary schools, libraries, corporations, community-based organizations, and counseling agencies. These three interdependent topics are treated in a progression: from a theory of CDM to a rationale and a model for guidance to the design and development of a system. This book weaves together theory (principles, propositions, rationales, and models), research and development. The product of that development, SIGI, helps to define theory, to exemplify it, and to test it.
Book Synopsis A Handbook of Process Tracing Methods by : Michael Schulte-Mecklenbeck
Download or read book A Handbook of Process Tracing Methods written by Michael Schulte-Mecklenbeck and published by Routledge. This book was released on 2019-06-10 with total page 409 pages. Available in PDF, EPUB and Kindle. Book excerpt: A Handbook of Process Tracing Methods demonstrates how to better understand decision outcomes by studying decision processes, through the introduction of a number of exciting techniques. Decades of research have identified numerous idiosyncrasies in human decision behavior, but some of the most recent advances in the scientific study of decision making involve the development of sophisticated methods for understanding decision process—known as process tracing. In this volume, leading experts discuss the application of these methods and focus on the best practices for using some of the more popular techniques, discussing how to incorporate them into formal decision models. This edition has been expanded and thoroughly updated throughout, and now includes new chapters on mouse tracking, protocol analysis, neurocognitive methods, the measurement of valuation, as well as an overview of important software packages. The volume not only surveys cutting-edge research to illustrate the great variety in process tracing techniques, but also serves as a tutorial for how the novice researcher might implement these methods. A Handbook of Process Tracing Methods will be an essential read for all students and researchers of decision making.
Book Synopsis Policy Decision Modeling with Fuzzy Logic by : Ali Guidara
Download or read book Policy Decision Modeling with Fuzzy Logic written by Ali Guidara and published by Springer Nature. This book was released on 2020-12-18 with total page 140 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces the concept of policy decision emergence and its dynamics at the sub systemic level of the decision process. This level constitutes the breeding ground of the emergence of policy decisions but remains unexplored due to the absence of adequate tools. It is a nonlinear complex system made of several entities that interact dynamically. The behavior of such a system cannot be understood with linear and deterministic methods. The book presents an innovative multidisciplinary approach that results in the development of a Policy Decision Emergence Simulation Model (PODESIM). This computational model is a multi-level fuzzy inference system that allows the identification of the decision emergence levers. This development represents a major advancement in the field of public policy decision studies. It paves the way for decision emergence modeling and simulation by bridging complex systems theory, multiple streams theory, and fuzzy logic theory.
Book Synopsis Strategic Approach in Multi-Criteria Decision Making by : Nolberto Munier
Download or read book Strategic Approach in Multi-Criteria Decision Making written by Nolberto Munier and published by Springer Nature. This book was released on with total page 407 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Computer-Supported Collaborative Decision-Making by : Florin Gheorghe Filip
Download or read book Computer-Supported Collaborative Decision-Making written by Florin Gheorghe Filip and published by Springer. This book was released on 2016-10-27 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is a book about how management and control decisions are made by persons who collaborate and possibly use the support of an information system. The decision is the result of human conscious activities aiming at choosing a course of action for attaining a certain objective (or a set of objectives). The act of collaboration implies that several entities who work together and share responsibilities to jointly plan, implement and evaluate a program of activities to achieve the common goals. The book is intended to present a balanced view of the domain to include both well-established concepts and a selection of new results in the domains of methods and key technologies. It is meant to answer several questions, such as: a) “How are evolving the business models towards the ever more collaborative schemes?”; b) “What is the role of the decision-maker in the new context?” c) “What are the basic attributes and trends in the domain of decision-supporting information systems?”; d) “Which are the basic methods to aggregate the individual preferences?” e)“What is the impact of modern information and communication technologies on the design and usage of decision support systems for groups of people?”.
Book Synopsis A Professional's Guide to Decision Science and Problem Solving by : Frank A. Tillman
Download or read book A Professional's Guide to Decision Science and Problem Solving written by Frank A. Tillman and published by FT Press. This book was released on 2012 with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt: A Professional's Guide to Decision Science and Problem Solving provides an integrated, start-to-finish framework for more effective problem solving and decision making in corporations. Drawing on vast experience in the field, the authors show how to apply state-of-the-art decision science, statistical modeling, benchmarking, and processing modeling techniques together to create a robust analytical framework for better decision making in any field, especially those that rely on advanced operations management. They integrate both newly-developed and time-tested techniques into a logical, structured approach for assessing corporate issues, developing solutions, and making decisions that drive the successful achievement of corporate objectives. Coverage includes: defining objectives, exploring the environment; scoping problems and evaluating their importance; bringing data mining and statistical analysis to bear; solving problems and measuring the results; evaluating the results and performing sensitivity analysis, and more. The book concludes with three case study chapters that walk through the effective use of its methods, step-by-step. Representing a wide variety of corporate environments, these case studies underscore and demonstrate the method's exceptional adaptability. This book will be valuable in a wide range of industries, notably finance, pharmaceutical, healthcare, economics, and manufacturing.
Book Synopsis Artificial Life and Evolutionary Computation by : Johannes Josef Schneider
Download or read book Artificial Life and Evolutionary Computation written by Johannes Josef Schneider and published by Springer Nature. This book was released on 2023-01-21 with total page 298 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 15th Italian Workshop on Artificial Life and Evolutionary Computation, WIVACE 2021, held in Winterthur, Switzerland, in September 2022. The 14 full papers and 10 short papers presented in this volume were carefully reviewed and selected from 25 submissions. The papers are organized in the following topical sections: Networks; Droplets, Fluids, and Synthetic Biology; Robot Systems; Computer Vision and Computational Creativity; Semantic Search; Artificial Medicine and Pharmacy; Trade and Finance; Ethics in Computational Modelling. Chapters 4, 5, 6, 7, 22, and 24 are available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.
Book Synopsis Mathematical and Computational Modeling by : Roderick Melnik
Download or read book Mathematical and Computational Modeling written by Roderick Melnik and published by John Wiley & Sons. This book was released on 2015-05-21 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: Illustrates the application of mathematical and computational modeling in a variety of disciplines With an emphasis on the interdisciplinary nature of mathematical and computational modeling, Mathematical and Computational Modeling: With Applications in the Natural and Social Sciences, Engineering, and the Arts features chapters written by well-known, international experts in these fields and presents readers with a host of state-of-the-art achievements in the development of mathematical modeling and computational experiment methodology. The book is a valuable guide to the methods, ideas, and tools of applied and computational mathematics as they apply to other disciplines such as the natural and social sciences, engineering, and technology. Mathematical and Computational Modeling: With Applications in the Natural and Social Sciences, Engineering, and the Arts also features: Rigorous mathematical procedures and applications as the driving force behind mathematical innovation and discovery Numerous examples from a wide range of disciplines to emphasize the multidisciplinary application and universality of applied mathematics and mathematical modeling Original results on both fundamental theoretical and applied developments in diverse areas of human knowledge Discussions that promote interdisciplinary interactions between mathematicians, scientists, and engineers Mathematical and Computational Modeling: With Applications in the Natural and Social Sciences, Engineering, and the Arts is an ideal resource for professionals in various areas of mathematical and statistical sciences, modeling and simulation, physics, computer science, engineering, biology and chemistry, industrial, and computational engineering. The book also serves as an excellent textbook for graduate courses in mathematical modeling, applied mathematics, numerical methods, operations research, and optimization.
Book Synopsis Satisficing Games and Decision Making by : Wynn C. Stirling
Download or read book Satisficing Games and Decision Making written by Wynn C. Stirling and published by Cambridge University Press. This book was released on 2003-07-03 with total page 269 pages. Available in PDF, EPUB and Kindle. Book excerpt: In our day-to-day lives we constantly make decisions which are simply 'good enough' rather than optimal. Most computer-based decision-making algorithms, on the other hand, doggedly seek only the optimal solution based on rigid criteria and reject any others. In this book, Professor Stirling outlines an alternative approach, using novel algorithms and techniques which can be used to find satisficing solutions. Building on traditional decision and game theory, these techniques allow decision-making systems to cope with more subtle situations where self and group interests conflict, perfect solutions can't be found and human issues need to be taken into account - in short, more closely modelling the way humans make decisions. The book will therefore be of great interest to engineers, computer scientists and mathematicians working on artificial intelligence and expert systems.
Book Synopsis Handbook of Real-World Applications in Modeling and Simulation by : John A. Sokolowski
Download or read book Handbook of Real-World Applications in Modeling and Simulation written by John A. Sokolowski and published by John Wiley & Sons. This book was released on 2012-03-28 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduces various modeling and simulation methods and paradigms that are used to explain and solve the predominant challenges facing society Handbook of Real-World Applications in Modeling and Simulation provides a thorough explanation of modeling and simulation in the most useful, current, and predominant applied areas of transportation, homeland security, medicine, operational research, military science, and business modeling. Offering a cutting-edge and accessible presentation, this book discusses how and why the presented domains have become leading applications of modeling and simulation techniques. Contributions from leading academics and researchers integrate modeling and simulation theories, methods, and data to analyze challenges that involve technological and social issues. The book begins with an introduction that explains why modeling and simulation is a reliable analysis assessment tool for complex systems problems. Subsequent chapters provide an orientation to various modeling and simulation methods and paradigms that are used to explain and solve the predominant challenges across real-world applied domains. Additionally, the handbook: Provides a practical one-stop reference on modeling and simulation and contains an accessible introduction to key concepts and techniques Introduces, trains, and prepares readers from statistics, mathematics, engineering, computer science, economics, and business to use modeling and simulation in their studies and research Features case studies that are representative of fundamental areas of multidisciplinary studies and provides a concise look at the key concepts of modeling and simulation Contains a collection of original ideas on modeling and simulation to help academics and practitioners develop a multifunctional perspective Self-contained chapters offer a comprehensive approach to explaining each respective domain and include sections that explore the related history, theory, modeling paradigms, and case studies. Key terms and techniques are clearly outlined, and exercise sets allow readers to test their comprehension of the presented material. Handbook of Real-World Applications in Modeling and Simulation is an essential reference for academics and practitioners in the areas of operations research, business, management science, engineering, statistics, mathematics, and computer science. The handbook is also a suitable supplement for courses on modeling and simulation at the graduate level.
Book Synopsis Expert Systems and Computer Aids to Decision-making, 1970-1986 by : Karl Schneider
Download or read book Expert Systems and Computer Aids to Decision-making, 1970-1986 written by Karl Schneider and published by . This book was released on 1987 with total page 40 pages. Available in PDF, EPUB and Kindle. Book excerpt:
