The BOXES Methodology Second Edition

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Publisher :
ISBN 13 : 9783030860707
Total Pages : 0 pages
Book Rating : 4.8/5 (67 download)

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Book Synopsis The BOXES Methodology Second Edition by : David W. Russell

Download or read book The BOXES Methodology Second Edition written by David W. Russell and published by . This book was released on 2022 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on how the BOXES Methodology, which is based on the work of Donald Michie, is applied to ill-defined real-time control systems with minimal a priori knowledge of the system. The method is applied to a variety of systems including the familiar pole and cart. This second edition includes a new section that covers some further observations and thoughts, problems, and evolutionary extensions that the reader will find useful in their own implementation of the method. This second edition includes a new section on how to handle jittering about a system boundary which in turn causes replicated run times to become part of the learning mechanism. It also addresses the aging of data values using a forgetfulness factor that causes wrong values of merit to be calculated. Another question that is addressed is "Should a BOXES cell ever be considered fully trained and, if so, excluded from further dynamic updates". Finally, it expands on how system boundaries may be shifted using data from many runs using an evolutionary paradigm.

The BOXES Methodology Second Edition

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Author :
Publisher : Springer Nature
ISBN 13 : 3030860698
Total Pages : 278 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis The BOXES Methodology Second Edition by : David W. Russell

Download or read book The BOXES Methodology Second Edition written by David W. Russell and published by Springer Nature. This book was released on 2021-11-18 with total page 278 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on how the BOXES Methodology, which is based on the work of Donald Michie, is applied to ill-defined real-time control systems with minimal a priori knowledge of the system. The method is applied to a variety of systems including the familiar pole and cart. This second edition includes a new section that covers some further observations and thoughts, problems, and evolutionary extensions that the reader will find useful in their own implementation of the method. This second edition includes a new section on how to handle jittering about a system boundary which in turn causes replicated run times to become part of the learning mechanism. It also addresses the aging of data values using a forgetfulness factor that causes wrong values of merit to be calculated. Another question that is addressed is “Should a BOXES cell ever be considered fully trained and, if so, excluded from further dynamic updates”. Finally, it expands on how system boundaries may be shifted using data from many runs using an evolutionary paradigm.

Inside the Box

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Publisher : Simon and Schuster
ISBN 13 : 145165930X
Total Pages : 8 pages
Book Rating : 4.4/5 (516 download)

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Book Synopsis Inside the Box by : Drew Boyd

Download or read book Inside the Box written by Drew Boyd and published by Simon and Schuster. This book was released on 2013-06-11 with total page 8 pages. Available in PDF, EPUB and Kindle. Book excerpt: “The ‘inside-the-box approach’ can reveal key opportunities for innovation that are hiding in plain sight” (Daniel H. Pink, author of Drive). The traditional attitude toward creativity in the American business world is to “think outside the box”—to brainstorm without restraint in hopes of coming up with a breakthrough idea, often in moments of crisis. Sometimes it works, but it’s a problem-specific solution that does nothing to engender creative thinking more generally. Inside the Box demonstrates Systematic Inventive Thinking (SIT), which systemizes creativity as part of the corporate culture. This counterintuitive and powerfully effective approach to creativity requires thinking inside the box, working in one’s familiar world to create new ideas independent of specific problems. SIT’s techniques and principles have instilled creative thinking into such companies as Procter & Gamble, Johnson & Johnson, and other industry leaders. Inside the Box shows how corporations have successfully used SIT in business settings as diverse as medicine, technology, new product development, and food packaging. Dozens of books discuss how to make creative thinking part of a corporate culture, but none takes the innovative and unconventional approach of Inside the Box. With “inside the box” thinking, companies of any size can become sufficiently creative to solve problems even before they develop and to innovate on an ongoing basis. It’s a system that works! “Boyd and Goldenberg explain the basic building blocks for creativity and by doing so help all of us better express our potential” (Dan Ariely, author of Predictably Irrational).

Program Evaluation Theory and Practice

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Publisher : Guilford Press
ISBN 13 : 1462503241
Total Pages : 642 pages
Book Rating : 4.4/5 (625 download)

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Book Synopsis Program Evaluation Theory and Practice by : Donna M. Mertens

Download or read book Program Evaluation Theory and Practice written by Donna M. Mertens and published by Guilford Press. This book was released on 2012-02-20 with total page 642 pages. Available in PDF, EPUB and Kindle. Book excerpt: This engaging text takes an evenhanded approach to major theoretical paradigms in evaluation and builds a bridge from them to evaluation practice. Featuring helpful checklists, procedural steps, provocative questions that invite readers to explore their own theoretical assumptions, and practical exercises, the book provides concrete guidance for conducting large- and small-scale evaluations. Numerous sample studies—many with reflective commentary from the evaluators—reveal the process through which an evaluator incorporates a paradigm into an actual research project. The book shows how theory informs methodological choices (the specifics of planning, implementing, and using evaluations). It offers balanced coverage of quantitative, qualitative, and mixed methods approaches. Useful pedagogical features include: *Examples of large- and small-scale evaluations from multiple disciplines. *Beginning-of-chapter reflection questions that set the stage for the material covered. *"Extending your thinking" questions and practical activities that help readers apply particular theoretical paradigms in their own evaluation projects. *Relevant Web links, including pathways to more details about sampling, data collection, and analysis. *Boxes offering a closer look at key evaluation concepts and additional studies. *Checklists for readers to determine if they have followed recommended practice. *A companion website with resources for further learning.

Response Surface Methodology

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Publisher : John Wiley & Sons
ISBN 13 : 0470174463
Total Pages : 706 pages
Book Rating : 4.4/5 (71 download)

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Book Synopsis Response Surface Methodology by : Raymond H. Myers

Download or read book Response Surface Methodology written by Raymond H. Myers and published by John Wiley & Sons. This book was released on 2009-01-14 with total page 706 pages. Available in PDF, EPUB and Kindle. Book excerpt: Praise for the Second Edition: "This book [is for] anyone who would like a good, solid understanding of response surface methodology. The book is easy to read, easy to understand, and very applicable. The examples are excellent and facilitate learning of the concepts and methods." —Journal of Quality Technology Complete with updates that capture the important advances in the field of experimental design, Response Surface Methodology, Third Edition successfully provides a basic foundation for understanding and implementing response surface methodology (RSM) in modern applications. The book continues to outline the essential statistical experimental design fundamentals, regression modeling techniques, and elementary optimization methods that are needed to fit a response surface model from experimental data. With its wealth of new examples and use of the most up-to-date software packages, this book serves as a complete and modern introduction to RSM and its uses across scientific and industrial research. This new edition maintains its accessible approach to RSM, with coverage of classical and modern response surface designs. Numerous new developments in RSM are also treated in full, including optimal designs for RSM, robust design, methods for design evaluation, and experiments with restrictions on randomization as well as the expanded integration of these concepts into computer software. Additional features of the Third Edition include: Inclusion of split-plot designs in discussion of two-level factorial designs, two-level fractional factorial designs, steepest ascent, and second-order models A new section on the Hoke design for second-order response surfaces New material on experiments with computer models Updated optimization techniques useful in RSM, including multiple responses Thorough treatment of presented examples and experiments using JMP 7, Design-Expert Version 7, and SAS software packages Revised and new exercises at the end of each chapter An extensive references section, directing the reader to the most current RSM research Assuming only a fundamental background in statistical models and matrix algebra, Response Surface Methodology, Third Edition is an ideal book for statistics, engineering, and physical sciences courses at the upper-undergraduate and graduate levels. It is also a valuable reference for applied statisticians and practicing engineers.

Hal Leonard Bass Method Book 2

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Publisher : Hal Leonard Corporation
ISBN 13 : 1476857458
Total Pages : 84 pages
Book Rating : 4.4/5 (768 download)

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Book Synopsis Hal Leonard Bass Method Book 2 by :

Download or read book Hal Leonard Bass Method Book 2 written by and published by Hal Leonard Corporation. This book was released on 1996-04-01 with total page 84 pages. Available in PDF, EPUB and Kindle. Book excerpt: (Bass Method). The Hal Leonard Bass Method is designed for anyone just learning to play electric bass. It is based on years of teaching bass students of all ages and it also reflects some of the best bass teaching ideas from around the world. Book 2 teaches: the box shape; moveable boxes; notes in fifth position; major and minor scales; the classic blues line; the shuffle rhythm; tablature; and more!

Thinking In New Boxes: A New Paradigm for Business Creativity

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Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (138 download)

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Book Synopsis Thinking In New Boxes: A New Paradigm for Business Creativity by : Alan Iny

Download or read book Thinking In New Boxes: A New Paradigm for Business Creativity written by Alan Iny and published by . This book was released on 2020 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Creativity is paramount if you are to thrive in times of accelerating change or crisis. Learn how to foster the creative mindset that will help you overcome missed opportunities and stay ahead of the competition. In this audio course, Luc de Brabandere and Alan Iny, bestselling authors of Thinking In New Boxes and strategic innovation experts at The Boston Consulting Group, offer a revolutionary framework for sustainable business creativity. Their short lessons teach you ingenious ways to challenge your current perspectives, explore and generate exciting new ideas and solution, and then select and implement the best ones that will drive breakthrough results. This audiobook was created by Penguin Random House. We are pleased to host this content in our library.

Book Art Studio Handbook

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Publisher : Quarry Books
ISBN 13 : 1610586204
Total Pages : 160 pages
Book Rating : 4.6/5 (15 download)

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Book Synopsis Book Art Studio Handbook by : Stacie Dolin

Download or read book Book Art Studio Handbook written by Stacie Dolin and published by Quarry Books. This book was released on 2013-01-01 with total page 160 pages. Available in PDF, EPUB and Kindle. Book excerpt: DIVHow to Make Books, Albums, Slipcases, and More /divDIVThere’s nothing like making your own sketchbook, or wrapping a favorite book in the perfect homemade slipcase. And you can create it all yourself! Select the tools and materials you’ll need, master basic book-binding techniques, and practice your new skills on 12 eye-catching projects. Then explore the gallery of variations for more inspiration to make each book form your own. Whether you’re an experienced book binder or new to the art,Book Art Studio Handbookwill help you take your books to the next level./divDIV/divDIVWithBook Art Studio Handbook, you’ll learn how to:/divDIV/divDIV-Set up your workspace or studio/divDIV-Choose the right board, paper, book cloth, and other supplies for your project/divDIV-Fold a textblock, make a sewing template, glue a cover, and practice other essential techniques/divDIV-Create albums: Imagine your photos in an Accordion Album with Frames, for example/divDIV- Create books: How about a flexible Tacketed Book to customize?/divDIV-Create enclosures: From Slipcase to French Box/divDIV-Challenge yourself: Try your hand at an advanced project, such as a Travel Journal/div

The BOXES Methodology

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 1849965285
Total Pages : 226 pages
Book Rating : 4.8/5 (499 download)

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Book Synopsis The BOXES Methodology by : David W. Russell

Download or read book The BOXES Methodology written by David W. Russell and published by Springer Science & Business Media. This book was released on 2012-03-12 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: Robust control mechanisms customarily require knowledge of the system’s describing equations which may be of the high order differential type. In order to produce these equations, mathematical models can often be derived and correlated with measured dynamic behavior. There are two flaws in this approach one is the level of inexactness introduced by linearizations and the other when no model is apparent. Several years ago a new genre of control systems came to light that are much less dependent on differential models such as fuzzy logic and genetic algorithms. Both of these soft computing solutions require quite considerable a priori system knowledge to create a control scheme and sometimes complicated training program before they can be implemented in a real world dynamic system. Michie and Chambers’ BOXES methodology created a black box system that was designed to control a mechanically unstable system with very little a priori system knowledge, linearization or approximation. All the method needed was some notion of maximum and minimum values for the state variables and a set of boundaries that divided each variable into an integer state number. The BOXES Methodology applies the method to a variety of systems including continuous and chaotic dynamic systems, and discusses how it may be possible to create a generic control method that is self organizing and adaptive that learns with the assistance of near neighbouring states. The BOXES Methodology introduces students at the undergraduate and master’s level to black box dynamic system control , and gives lecturers access to background materials that can be used in their courses in support of student research and classroom presentations in novel control systems and real-time applications of artificial intelligence. Designers are provided with a novel method of optimization and controller design when the equations of a system are difficult or unknown. Researchers interested in artificial intelligence (AI) research and models of the brain and practitioners from other areas of biology and technology are given an insight into how AI software can be written and adapted to operate in real-time.

The BOXES Methodology

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 1849965277
Total Pages : 226 pages
Book Rating : 4.8/5 (499 download)

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Book Synopsis The BOXES Methodology by : David W. Russell

Download or read book The BOXES Methodology written by David W. Russell and published by Springer Science & Business Media. This book was released on 2012-03-14 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: Robust control mechanisms customarily require knowledge of the system’s describing equations which may be of the high order differential type. In order to produce these equations, mathematical models can often be derived and correlated with measured dynamic behavior. There are two flaws in this approach one is the level of inexactness introduced by linearizations and the other when no model is apparent. Several years ago a new genre of control systems came to light that are much less dependent on differential models such as fuzzy logic and genetic algorithms. Both of these soft computing solutions require quite considerable a priori system knowledge to create a control scheme and sometimes complicated training program before they can be implemented in a real world dynamic system. Michie and Chambers’ BOXES methodology created a black box system that was designed to control a mechanically unstable system with very little a priori system knowledge, linearization or approximation. All the method needed was some notion of maximum and minimum values for the state variables and a set of boundaries that divided each variable into an integer state number. The BOXES Methodology applies the method to a variety of systems including continuous and chaotic dynamic systems, and discusses how it may be possible to create a generic control method that is self organizing and adaptive that learns with the assistance of near neighbouring states. The BOXES Methodology introduces students at the undergraduate and master’s level to black box dynamic system control , and gives lecturers access to background materials that can be used in their courses in support of student research and classroom presentations in novel control systems and real-time applications of artificial intelligence. Designers are provided with a novel method of optimization and controller design when the equations of a system are difficult or unknown. Researchers interested in artificial intelligence (AI) research and models of the brain and practitioners from other areas of biology and technology are given an insight into how AI software can be written and adapted to operate in real-time.

Biostatistical Methods

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Publisher : John Wiley & Sons
ISBN 13 : 1118625846
Total Pages : 676 pages
Book Rating : 4.1/5 (186 download)

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Book Synopsis Biostatistical Methods by : John M. Lachin

Download or read book Biostatistical Methods written by John M. Lachin and published by John Wiley & Sons. This book was released on 2014-08-22 with total page 676 pages. Available in PDF, EPUB and Kindle. Book excerpt: Praise for the First Edition ". . . an excellent textbook . . . an indispensable reference for biostatisticians and epidemiologists." —International Statistical Institute A new edition of the definitive guide to classical and modern methods of biostatistics Biostatistics consists of various quantitative techniques that are essential to the description and evaluation of relationships among biologic and medical phenomena. Biostatistical Methods: The Assessment of Relative Risks, Second Edition develops basic concepts and derives an expanded array of biostatistical methods through the application of both classical statistical tools and more modern likelihood-based theories. With its fluid and balanced presentation, the book guides readers through the important statistical methods for the assessment of absolute and relative risks in epidemiologic studies and clinical trials with categorical, count, and event-time data. Presenting a broad scope of coverage and the latest research on the topic, the author begins with categorical data analysis methods for cross-sectional, prospective, and retrospective studies of binary, polychotomous, and ordinal data. Subsequent chapters present modern model-based approaches that include unconditional and conditional logistic regression; Poisson and negative binomial models for count data; and the analysis of event-time data including the Cox proportional hazards model and its generalizations. The book now includes an introduction to mixed models with fixed and random effects as well as expanded methods for evaluation of sample size and power. Additional new topics featured in this Second Edition include: Establishing equivalence and non-inferiority Methods for the analysis of polychotomous and ordinal data, including matched data and the Kappa agreement index Multinomial logistic for polychotomous data and proportional odds models for ordinal data Negative binomial models for count data as an alternative to the Poisson model GEE models for the analysis of longitudinal repeated measures and multivariate observations Throughout the book, SAS is utilized to illustrate applications to numerous real-world examples and case studies. A related website features all the data used in examples and problem sets along with the author's SAS routines. Biostatistical Methods, Second Edition is an excellent book for biostatistics courses at the graduate level. It is also an invaluable reference for biostatisticians, applied statisticians, and epidemiologists.

Introduction to Programming Using Processing, Second Edition

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Publisher : Lulu.com
ISBN 13 : 1312079282
Total Pages : 506 pages
Book Rating : 4.3/5 (12 download)

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Book Synopsis Introduction to Programming Using Processing, Second Edition by : Mark Meysenburg

Download or read book Introduction to Programming Using Processing, Second Edition written by Mark Meysenburg and published by Lulu.com. This book was released on 2014-04-07 with total page 506 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written in an informal, conversational, and humorous style, the second edition of Introduction to Programming Using Processing makes learning programming a fun experience. The freely-available Processing language is ideal for a first course in programming. The simple-to-access graphics and multimedia capabilities of the language let students develop eye-catching, animated programs, instead of traditional programs that print text to the console. The text takes a "classes-later" approach, focusing on basics, using objects, selection, iteration, topdown design, and arrays, before writing classes. Every example is presented in the context of the RADIS (Requirements / Analyze / Design / Implement / Support) framework, with considerable attention paid to design. Other positive habits, like good commenting practice and coding style, are emphasized as well.

Survey Methodology

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Publisher : John Wiley & Sons
ISBN 13 : 0470465468
Total Pages : 487 pages
Book Rating : 4.4/5 (74 download)

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Book Synopsis Survey Methodology by : Robert M. Groves

Download or read book Survey Methodology written by Robert M. Groves and published by John Wiley & Sons. This book was released on 2009-07-14 with total page 487 pages. Available in PDF, EPUB and Kindle. Book excerpt: Praise for the First Edition: "The book makes a valuable contribution by synthesizing current research and identifying areas for future investigation for each aspect of the survey process." —Journal of the American Statistical Association "Overall, the high quality of the text material is matched by the quality of writing . . ." —Public Opinion Quarterly ". . . it should find an audience everywhere surveys are being conducted." —Technometrics This new edition of Survey Methodology continues to provide a state-of-the-science presentation of essential survey methodology topics and techniques. The volume's six world-renowned authors have updated this Second Edition to present newly emerging approaches to survey research and provide more comprehensive coverage of the major considerations in designing and conducting a sample survey. Key topics in survey methodology are clearly explained in the book's chapters, with coverage including sampling frame evaluation, sample design, development of questionnaires, evaluation of questions, alternative modes of data collection, interviewing, nonresponse, post-collection processing of survey data, and practices for maintaining scientific integrity. Acknowledging the growing advances in research and technology, the Second Edition features: Updated explanations of sampling frame issues for mobile telephone and web surveys New scientific insight on the relationship between nonresponse rates and nonresponse errors Restructured discussion of ethical issues in survey research, emphasizing the growing research results on privacy, informed consent, and confidentiality issues The latest research findings on effective questionnaire development techniques The addition of 50% more exercises at the end of each chapter, illustrating basic principles of survey design An expanded FAQ chapter that addresses the concerns that accompany newly established methods Providing valuable and informative perspectives on the most modern methods in the field, Survey Methodology, Second Edition is an ideal book for survey research courses at the upper-undergraduate and graduate levels. It is also an indispensable reference for practicing survey methodologists and any professional who employs survey research methods.

Statistical Methods for Survival Data Analysis

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Publisher : John Wiley & Sons
ISBN 13 : 1118593057
Total Pages : 389 pages
Book Rating : 4.1/5 (185 download)

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Book Synopsis Statistical Methods for Survival Data Analysis by : Elisa T. Lee

Download or read book Statistical Methods for Survival Data Analysis written by Elisa T. Lee and published by John Wiley & Sons. This book was released on 2013-09-23 with total page 389 pages. Available in PDF, EPUB and Kindle. Book excerpt: Praise for the Third Edition “. . . an easy-to read introduction to survival analysis which covers the major concepts and techniques of the subject.” —Statistics in Medical Research Updated and expanded to reflect the latest developments, Statistical Methods for Survival Data Analysis, Fourth Edition continues to deliver a comprehensive introduction to the most commonly-used methods for analyzing survival data. Authored by a uniquely well-qualified author team, the Fourth Edition is a critically acclaimed guide to statistical methods with applications in clinical trials, epidemiology, areas of business, and the social sciences. The book features many real-world examples to illustrate applications within these various fields, although special consideration is given to the study of survival data in biomedical sciences. Emphasizing the latest research and providing the most up-to-date information regarding software applications in the field, Statistical Methods for Survival Data Analysis, Fourth Edition also includes: Marginal and random effect models for analyzing correlated censored or uncensored data Multiple types of two-sample and K-sample comparison analysis Updated treatment of parametric methods for regression model fitting with a new focus on accelerated failure time models Expanded coverage of the Cox proportional hazards model Exercises at the end of each chapter to deepen knowledge of the presented material Statistical Methods for Survival Data Analysis is an ideal text for upper-undergraduate and graduate-level courses on survival data analysis. The book is also an excellent resource for biomedical investigators, statisticians, and epidemiologists, as well as researchers in every field in which the analysis of survival data plays a role.

Fast Sequential Monte Carlo Methods for Counting and Optimization

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Publisher : John Wiley & Sons
ISBN 13 : 1118612264
Total Pages : 212 pages
Book Rating : 4.1/5 (186 download)

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Book Synopsis Fast Sequential Monte Carlo Methods for Counting and Optimization by : Reuven Y. Rubinstein

Download or read book Fast Sequential Monte Carlo Methods for Counting and Optimization written by Reuven Y. Rubinstein and published by John Wiley & Sons. This book was released on 2013-12-04 with total page 212 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive account of the theory and application of Monte Carlo methods Based on years of research in efficient Monte Carlo methods for estimation of rare-event probabilities, counting problems, and combinatorial optimization, Fast Sequential Monte Carlo Methods for Counting and Optimization is a complete illustration of fast sequential Monte Carlo techniques. The book provides an accessible overview of current work in the field of Monte Carlo methods, specifically sequential Monte Carlo techniques, for solving abstract counting and optimization problems. Written by authorities in the field, the book places emphasis on cross-entropy, minimum cross-entropy, splitting, and stochastic enumeration. Focusing on the concepts and application of Monte Carlo techniques, Fast Sequential Monte Carlo Methods for Counting and Optimization includes: Detailed algorithms needed to practice solving real-world problems Numerous examples with Monte Carlo method produced solutions within the 1-2% limit of relative error A new generic sequential importance sampling algorithm alongside extensive numerical results An appendix focused on review material to provide additional background information Fast Sequential Monte Carlo Methods for Counting and Optimization is an excellent resource for engineers, computer scientists, mathematicians, statisticians, and readers interested in efficient simulation techniques. The book is also useful for upper-undergraduate and graduate-level courses on Monte Carlo methods.

Business Survey Methods

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Publisher : John Wiley & Sons
ISBN 13 : 1118150538
Total Pages : 762 pages
Book Rating : 4.1/5 (181 download)

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Book Synopsis Business Survey Methods by : Brenda G. Cox

Download or read book Business Survey Methods written by Brenda G. Cox and published by John Wiley & Sons. This book was released on 2011-09-20 with total page 762 pages. Available in PDF, EPUB and Kindle. Book excerpt: Consists of invited papers, from internationally recognized researchers, chosen for their quality as well as their overall unity. Describes current methods along with innovative research and presents new technologies for solving problems unique to establishment surveys. Stages of the survey process are addressed in the first five parts with cross-cutting topics in the last section.

The Three-Box Solution

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Publisher : Harvard Business Review Press
ISBN 13 : 1633690156
Total Pages : 256 pages
Book Rating : 4.6/5 (336 download)

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Book Synopsis The Three-Box Solution by : Vijay Govindarajan

Download or read book The Three-Box Solution written by Vijay Govindarajan and published by Harvard Business Review Press. This book was released on 2016-04-26 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: How to Innovate and Execute Leaders already know that innovation calls for a different set of activities, skills, methods, metrics, mind-sets, and leadership approaches. And it is well understood that creating a new business and optimizing an already existing one are two fundamentally different management challenges. The real problem for leaders is doing both, simultaneously. How do you meet the performance requirements of the existing business—one that is still thriving—while dramatically reinventing it? How do you envision a change in your current business model before a crisis forces you to abandon it? Innovation guru Vijay Govindarajan expands the leader’s innovation tool kit with a simple and proven method for allocating the organization’s energy, time, and resources—in balanced measure—across what he calls “the three boxes”: • Box 1: The present—Manage the core business at peak profitability • Box 2: The past—Abandon ideas, practices, and attitudes that could inhibit innovation • Box 3: The future—Convert breakthrough ideas into new products and businesses The three-box framework makes leading innovation easier because it gives leaders a simple vocabulary and set of tools for managing and measuring these different sets of behaviors and activities across all levels of the organization. Supported with rich company examples—GE, Mahindra & Mahindra, Hasbro, IBM, United Rentals, and Tata Consultancy Services—and testimonies of leaders who have successfully used this framework, this book solves once and for all the practical dilemma of how to align an organization on the critical but competing demands of innovation.