Developing Theory Through Simulation Methods

Download Developing Theory Through Simulation Methods full books in PDF, epub, and Kindle. Read online Developing Theory Through Simulation Methods ebook anywhere anytime directly on your device. Fast Download speed and no annoying ads. We cannot guarantee that every ebooks is available!

Developing Theory Through Simulation Methods

Author : Jason P. Davis
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (137 download)

DOWNLOAD NOW!

Book Synopsis Developing Theory Through Simulation Methods by : Jason P. Davis

Download or read book Developing Theory Through Simulation Methods written by Jason P. Davis and published by . This book was released on 2011 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Simulation is an important method, but its link to theory development remains unclear and even controversial. Our purpose is to clarify when and how to use simulation methods in theory development. First, we develop a roadmap for conducting theory development using simulation methods. It ranges from selecting the research question and simple theory to conducting verification and validation. The primary value of simulation occurs in creative and systematic experimentation to produce novel theory. Second, we position simulation methods within the broad context of theory development. Simulation sits in the “sweet spot” between theory creating using methods such as multiple case inductive studies and formal modeling, and theory testing using methods such as multivariate statistical testing of hypotheses. We note the strengths of theory building using simulation including internal validity, experimentation to create new theory, and facility in coping with longitudinal, non-linear, and process phenomena, especially when empirical data are challenging to obtain. We also note simulation's weaknesses such as external validity. We conclude with guidelines for evaluation that focus on the importance of theoretical contribution, strength of method, and the insights of the emergent theory.

Computer Simulation Methods in Theoretical Physics

Author : Dieter W. Heermann
Publisher : Springer Science & Business Media
ISBN 13 : 3642969712
Total Pages : 155 pages
Book Rating : 4.6/5 (429 download)

DOWNLOAD NOW!

Book Synopsis Computer Simulation Methods in Theoretical Physics by : Dieter W. Heermann

Download or read book Computer Simulation Methods in Theoretical Physics written by Dieter W. Heermann and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 155 pages. Available in PDF, EPUB and Kindle. Book excerpt: Appropriately for a book having the title "Computer Simulation Methods in Theoretical Physics", this book begins with a disclai mer. It does not and cannot give a complete introduction to simu lational physics. This exciting field is too new and is expanding too rapidly for even an attempt to be made. The intention here is to present a selection of fundamental techniques that are now being widely applied in many areas of physics, mathematics, chem istry and biology. It is worth noting that the methods are not only applicable in physics. They have been successfully used in other sciences, showing their great flexibility and power. This book has two main chapters (Chaps. 3 and 4) dealing with deterministic and stochastic computer simulation methods. Under the heading "deterministic" are collected methods involving classical dynamics, i.e. classical equations of motion, which have become known as the molecular dynamics simulation method. The se cond main chapter deals with methods that are partly or entirely of a stochastic nature. These include Brownian dynamics and the Monte Carlo method. To aid understanding of the material and to develop intuition, problems are included at the end of each chapter. Upon a first reading, the reader is advised to skip Chapter 2, which is a general introduction to computer simUlation methods.

Theory Construction and Model-Building Skills

Author : James Jaccard
Publisher : Guilford Publications
ISBN 13 : 1462542433
Total Pages : 545 pages
Book Rating : 4.4/5 (625 download)

DOWNLOAD NOW!

Book Synopsis Theory Construction and Model-Building Skills by : James Jaccard

Download or read book Theory Construction and Model-Building Skills written by James Jaccard and published by Guilford Publications. This book was released on 2020-02-06 with total page 545 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book provides young scientists with tools to assist them in the practical aspects of theory construction. We take an informal journey through the cognitive heuristics, tricks of the trade, and ways of thinking that we have found to be useful in developing theories-essentially, conceptualizations-that can advance knowledge in the social sciences. This book is intended to provide the instructor with a useful source for helping students come up with ideas for research and for fine-tuning the resultant theories that emerge from such thinking. An objective of this book is to move toward a needed balance in the emphases given to theory construction and theory testing"--

Simulation Methods for Reliability and Availability of Complex Systems

Author : Javier Faulin
Publisher : Springer Science & Business Media
ISBN 13 : 1848822138
Total Pages : 324 pages
Book Rating : 4.8/5 (488 download)

DOWNLOAD NOW!

Book Synopsis Simulation Methods for Reliability and Availability of Complex Systems by : Javier Faulin

Download or read book Simulation Methods for Reliability and Availability of Complex Systems written by Javier Faulin and published by Springer Science & Business Media. This book was released on 2010-04-22 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt: Simulation Methods for Reliability and Availability of Complex Systems discusses the use of computer simulation-based techniques and algorithms to determine reliability and availability (R and A) levels in complex systems. The book: shares theoretical or applied models and decision support systems that make use of simulation to estimate and to improve system R and A levels, forecasts emerging technologies and trends in the use of computer simulation for R and A and proposes hybrid approaches to the development of efficient methodologies designed to solve R and A-related problems in real-life systems. Dealing with practical issues, Simulation Methods for Reliability and Availability of Complex Systems is designed to support managers and system engineers in the improvement of R and A, as well as providing a thorough exploration of the techniques and algorithms available for researchers, and for advanced undergraduate and postgraduate students.

Concepts and Methodologies for Modeling and Simulation

Author : Levent Yilmaz
Publisher : Springer
ISBN 13 : 3319150960
Total Pages : 359 pages
Book Rating : 4.3/5 (191 download)

DOWNLOAD NOW!

Book Synopsis Concepts and Methodologies for Modeling and Simulation by : Levent Yilmaz

Download or read book Concepts and Methodologies for Modeling and Simulation written by Levent Yilmaz and published by Springer. This book was released on 2015-04-08 with total page 359 pages. Available in PDF, EPUB and Kindle. Book excerpt: This comprehensive text presents cutting-edge advances in the theory and methodology of modeling and simulation (M&S) and reveals how this work has been influenced by the fundamental contributions of Prof. Tuncer Ören to this field. Exploring the synergies among the domains of M&S and systems engineering (SE), the book describes how M&S and SE can help to address the complex problems identified as “Grand Challenges” more effectively under a model-driven and simulation-directed systems engineering framework. Features: examines frameworks for the development of advanced simulation methodologies; presents a focus on advanced modeling methodologies; reviews the reliability and quality assurance of models; discusses the specification and simulation of human and social behavior, including models of personality, emotions, conflict management, perception and anticipation; provides a survey of the body of knowledge in M&S; highlights the foundations established by the pioneering work of Prof. Tuncer Ören.

Modeling and Simulation Fundamentals

Author : John A. Sokolowski
Publisher : John Wiley & Sons
ISBN 13 : 0470590610
Total Pages : 453 pages
Book Rating : 4.4/5 (75 download)

DOWNLOAD NOW!

Book Synopsis Modeling and Simulation Fundamentals by : John A. Sokolowski

Download or read book Modeling and Simulation Fundamentals written by John A. Sokolowski and published by John Wiley & Sons. This book was released on 2010-07-13 with total page 453 pages. Available in PDF, EPUB and Kindle. Book excerpt: An insightful presentation of the key concepts, paradigms, and applications of modeling and simulation Modeling and simulation has become an integral part of research and development across many fields of study, having evolved from a tool to a discipline in less than two decades. Modeling and Simulation Fundamentals offers a comprehensive and authoritative treatment of the topic and includes definitions, paradigms, and applications to equip readers with the skills needed to work successfully as developers and users of modeling and simulation. Featuring contributions written by leading experts in the field, the book's fluid presentation builds from topic to topic and provides the foundation and theoretical underpinnings of modeling and simulation. First, an introduction to the topic is presented, including related terminology, examples of model development, and various domains of modeling and simulation. Subsequent chapters develop the necessary mathematical background needed to understand modeling and simulation topics, model types, and the importance of visualization. In addition, Monte Carlo simulation, continuous simulation, and discrete event simulation are thoroughly discussed, all of which are significant to a complete understanding of modeling and simulation. The book also features chapters that outline sophisticated methodologies, verification and validation, and the importance of interoperability. A related FTP site features color representations of the book's numerous figures. Modeling and Simulation Fundamentals encompasses a comprehensive study of the discipline and is an excellent book for modeling and simulation courses at the upper-undergraduate and graduate levels. It is also a valuable reference for researchers and practitioners in the fields of computational statistics, engineering, and computer science who use statistical modeling techniques.

Theory Construction and Model-Building Skills

Author : James Jaccard
Publisher : Guilford Publications
ISBN 13 : 1462542441
Total Pages : 545 pages
Book Rating : 4.4/5 (625 download)

DOWNLOAD NOW!

Book Synopsis Theory Construction and Model-Building Skills by : James Jaccard

How Do I Develop an Agent-Based Model?

Author : Secchi, Davide
Publisher : Edward Elgar Publishing
ISBN 13 : 1839105208
Total Pages : 168 pages
Book Rating : 4.8/5 (391 download)

DOWNLOAD NOW!

Book Synopsis How Do I Develop an Agent-Based Model? by : Secchi, Davide

Download or read book How Do I Develop an Agent-Based Model? written by Secchi, Davide and published by Edward Elgar Publishing. This book was released on 2022-04-21 with total page 168 pages. Available in PDF, EPUB and Kindle. Book excerpt: This clear and coherent book introduces agent-based modelling (ABM) to those who are not familiar with nor have been previously exposed to computational simulation. Featuring examples, cases and models, the book illustrates how ABM can, and should, be considered as a useful approach and technique for the study of management and organisational systems.

Research Methodology in Strategy and Management

Author : Donald D. Bergh
Publisher : Emerald Group Publishing
ISBN 13 : 1848551592
Total Pages : 352 pages
Book Rating : 4.8/5 (485 download)

DOWNLOAD NOW!

Book Synopsis Research Methodology in Strategy and Management by : Donald D. Bergh

Download or read book Research Methodology in Strategy and Management written by Donald D. Bergh and published by Emerald Group Publishing. This book was released on 2009-05-26 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: Strategic management relies on an array of complex methods drawn from various allied disciplines to examine how managers attempt to lead their firms toward success. This book discusses about key methodology issues in the strategic management field.

Social Psychology in Sport

Author : Louise Davis
Publisher : Human Kinetics
ISBN 13 : 1718201826
Total Pages : 630 pages
Book Rating : 4.7/5 (182 download)

DOWNLOAD NOW!

Book Synopsis Social Psychology in Sport by : Louise Davis

Download or read book Social Psychology in Sport written by Louise Davis and published by Human Kinetics. This book was released on 2024-02-01 with total page 630 pages. Available in PDF, EPUB and Kindle. Book excerpt: Social Psychology in Sport, Second Edition, offers global perspectives and a broad base of knowledge in areas that shape the social environment of sport. The text guides readers through the interactions, relationships, influences, and perceptions that affect sport performance and the lived experience of sport participation. Athlete relationships with coaches, parents, and peers are examined in depth. Editors Louise Davis, Richard Keegan, and Sophia Jowett offer their expert knowledge and diverse perspectives regarding social relationships in competitive sport at every level. Through the contributions of an international group of established scholars, Social Psychology in Sport, Second Edition, explains how the thoughts, feelings, and behaviors of sport performers are influenced by the presence of others. The second edition offers a broad range of topics, with theoretical, empirical, and applied perspectives of social psychology. Trending topics such as the maltreatment of athletes, parental involvement, and safe sport cultures are addressed. The text also covers established areas of interest such as group dynamics and coach–athlete relationships. Each chapter follows a progression, starting with theory and then moving to current research, future research directions, and suggested practical applications. This chapter structure helps readers to build a foundation of understanding before moving on to application benefits. Chapter objectives and discussion questions are provided to aid in knowledge retention. Social Psychology in Sport, Second Edition, explores the growing field of social psychology in sport settings, offering a broad base of knowledge alongside practical application and areas for further research. This text is a comprehensive resource for students and researchers interested in the psychosocial aspects of sport.

Complex Sciences

Author : Jie Zhou
Publisher : Springer Science & Business Media
ISBN 13 : 3642024661
Total Pages : 1219 pages
Book Rating : 4.6/5 (42 download)

DOWNLOAD NOW!

Book Synopsis Complex Sciences by : Jie Zhou

Download or read book Complex Sciences written by Jie Zhou and published by Springer Science & Business Media. This book was released on 2009-06-26 with total page 1219 pages. Available in PDF, EPUB and Kindle. Book excerpt: I was invited to join the Organizing Committee of the First International Conference on Complex Sciences: Theory and Applications (Complex 2009) as its ninth member. At that moment, eight distinguished colleagues, General Co-chairs Eugene Stanley and Gaoxi Xiao, Technical Co-chairs János Kertész and Bing-Hong Wang, Local Co-chairs Hengshan Wang and Hong-An Che, Publicity Team Shi Xiao and Yubo Wang, had spent hundreds of hours pushing the conference half way to its birth. Ever since then, I have been amazed to see hundreds of papers flooding in, reviewed and commented on by the TPC members. Finally, more than 200 contributions were - lected for the proceedings currently in your hands. They include about 200 papers from the main conference (selected from more than 320 submissions) and about 33 papers from the five collated workshops: Complexity Theory of Art and Music (COART) Causality in Complex Systems (ComplexCCS) Complex Engineering Networks (ComplexEN) Modeling and Analysis of Human Dynamics (MANDYN) Social Physics and its Applications (SPA) Complex sciences are expanding their colonies at such a dazzling speed that it - comes literally impossible for any conference to cover all the frontiers.

Innovative Approaches in Agent-Based Modelling and Business Intelligence

Author : Setsuya Kurahashi
Publisher : Springer
ISBN 13 : 9811318492
Total Pages : 284 pages
Book Rating : 4.8/5 (113 download)

DOWNLOAD NOW!

Book Synopsis Innovative Approaches in Agent-Based Modelling and Business Intelligence by : Setsuya Kurahashi

Download or read book Innovative Approaches in Agent-Based Modelling and Business Intelligence written by Setsuya Kurahashi and published by Springer. This book was released on 2018-12-08 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book thoroughly prepares intermediate-level readers for research in social science, organization studies, economics, finance, marketing science, and business science as complex adaptive systems. It presents the advantages of social simulation studies and business intelligence to those who are not familiar with the computational research approach, and offers experienced modelers various instructive examples of using agent-based modeling and business intelligence approaches to inspire their own work. In addition, the book discusses cutting-edge techniques for complex adaptive systems using their applications. To date, business science studies have focused only on data science and analyses of business problems. However, using these studies to enhance the capabilities of conventional techniques in the fields has not been investigated adequately. This book addresses managing the issues of societies, firms, and organizations to profit from interaction with agent-based modeling, human- and computer- mixed systems, and business intelligence approaches, an area that is fundamental for complex but bounded rational business environments. With detailed research by leading authors in the field, Innovative Approaches in Agent-Based Modelling and Business Intelligence inspires readers to join with other disciplines and extend the scope of the book with their own unique contributions. It also includes the common challenges encountered in computational social science and business science to enable researchers, students, and professionals to resolve their own problems.

Advances in Efficiency and Productivity Analysis

Author : Christopher F. Parmeter
Publisher : Springer Nature
ISBN 13 : 3030471063
Total Pages : 371 pages
Book Rating : 4.0/5 (34 download)

DOWNLOAD NOW!

Book Synopsis Advances in Efficiency and Productivity Analysis by : Christopher F. Parmeter

Download or read book Advances in Efficiency and Productivity Analysis written by Christopher F. Parmeter and published by Springer Nature. This book was released on 2020-10-21 with total page 371 pages. Available in PDF, EPUB and Kindle. Book excerpt: The volume examines the state-of-the-art of productivity and efficiency analysis. It brings together a selection of the best papers from the 10th North American Productivity Workshop. By analyzing world-wide perspectives on challenges that local economies and institutions may face when changes in productivity are observed, readers can quickly assess the impact of productivity measurement, productivity growth, dynamics of productivity change, measures of labor productivity, measures of technical efficiency in different sectors, frontier analysis, measures of performance, industry instability and spillover effects. The contributions in this volume focus on the theory and application of economics, econometrics, statistics, management science and operational research related to problems in the areas of productivity and efficiency measurement. Popular techniques and methodologies including stochastic frontier analysis and data envelopment analysis are represented. Chapters also cover broader issues related to measuring, understanding, incentivizing and improving the productivity and performance of firms, public services, and industries.

Artificial Economics and Self Organization

Author : Stephan Leitner
Publisher : Springer Science & Business Media
ISBN 13 : 3319009125
Total Pages : 258 pages
Book Rating : 4.3/5 (19 download)

DOWNLOAD NOW!

Book Synopsis Artificial Economics and Self Organization by : Stephan Leitner

Download or read book Artificial Economics and Self Organization written by Stephan Leitner and published by Springer Science & Business Media. This book was released on 2013-08-16 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume presents recent advances in the dynamic field of Artificial Economics and its various applications. Artificial Economics provides a structured approach to model and investigate economic and social systems. In particular, this approach is based on the use of agent-based simulations and further computational techniques. The main aim is to analyze the outcomes at the overall systems’ level as results from the agents’ behavior at the micro-level. These emergent characteristics of complex economic and social systems can neither be foreseen nor are they intended. The emergence rather makes these systems function. Artificial Economics especially facilitates the investigation of this emergent systems’ behavior.

Natural Computing in Computational Finance

Author : Anthony Brabazon
Publisher : Springer Science & Business Media
ISBN 13 : 3540959734
Total Pages : 246 pages
Book Rating : 4.5/5 (49 download)

DOWNLOAD NOW!

Book Synopsis Natural Computing in Computational Finance by : Anthony Brabazon

Download or read book Natural Computing in Computational Finance written by Anthony Brabazon and published by Springer Science & Business Media. This book was released on 2009-03-13 with total page 246 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recent years have seen the widespread application of Natural Computing algorithms (broadly defined in this context as computer algorithms whose design draws inspiration from phenomena in the natural world) for the purposes of financial modelling and optimisation. A related stream of work has also seen the application of learning mechanisms drawn from Natural Computing algorithms for the purposes of agent-based modelling in finance and economics. In this book we have collected a series of chapters which illustrate these two faces of Natural Computing. The first part of the book illustrates how algorithms inspired by the natural world can be used as problem solvers to uncover and optimise financial models. The second part of the book examines a number agent-based simulations of financial systems. This book follows on from Natural Computing in Computational Finance (Volume 100 in Springer’s Studies in Computational Intelligence series) which in turn arose from the success of EvoFIN 2007, the very first European Workshop on Evolutionary Computation in Finance & Economics held in Valencia, Spain in April 2007.

Agents and Data Mining Interaction

Author : Longbing Cao
Publisher : Springer Science & Business Media
ISBN 13 : 3642276083
Total Pages : 368 pages
Book Rating : 4.6/5 (422 download)

DOWNLOAD NOW!

Book Synopsis Agents and Data Mining Interaction by : Longbing Cao

Download or read book Agents and Data Mining Interaction written by Longbing Cao and published by Springer Science & Business Media. This book was released on 2012-01-09 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-workshop proceedings of the 7th International Workshop on Agents and Data Mining Interaction, ADMI 2011, held in Taipei, Taiwan, in May 2011 in conjunction with AAMAS 2011, the 10th International Joint Conference on Autonomous Agents and Multiagent Systems. The 11 revised full papers presented were carefully reviewed and selected from 24 submissions. The papers are organized in topical sections on agents for data mining; data mining for agents; and agent mining applications.

International Encyclopedia of Organization Studies

Author : Stewart Clegg
Publisher : SAGE
ISBN 13 : 1412915155
Total Pages : 2009 pages
Book Rating : 4.4/5 (129 download)

DOWNLOAD NOW!

Book Synopsis International Encyclopedia of Organization Studies by : Stewart Clegg

Download or read book International Encyclopedia of Organization Studies written by Stewart Clegg and published by SAGE. This book was released on 2008 with total page 2009 pages. Available in PDF, EPUB and Kindle. Book excerpt: Describing the field, spanning individual, organisation societal and cultural perspectives in a cross-disciplinary manner, this is the premier reference tool for students lecturers, academics and practitioners to gather knowledge about a range of important topics from the perspective of organisation studies.