Mathematical Modeling Of The Learning Curve

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Mathematical Modeling of the Learning Curve

Author : Charles I. Abramson
Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 3111313670
Total Pages : 252 pages
Book Rating : 4.1/5 (113 download)

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Book Synopsis Mathematical Modeling of the Learning Curve by : Charles I. Abramson

Download or read book Mathematical Modeling of the Learning Curve written by Charles I. Abramson and published by Walter de Gruyter GmbH & Co KG. This book was released on 2024-06-17 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt: The application of mathematical models in the analysis of learning data has a rich tradition in experimental psychology. Such modeling is not only of scientific interest from psychophysiological point of view but very important from clinical point of view because memory impairment is a common symptom that is frequently diagnosed in elder people, persons after traumatic brain injury, patients with type 2 diabetes mellitus, Parkinson disease, multiple sclerosis, and other neurological and psychiatric diseases. Mild memory impairment might be one of the most important symptoms of a future Alzheimer's disease. Thus, early diagnosis of initial signs of memory impairment is of importance. The book offers the reader hands on practical experience using a mathematical model dveloped by the senior authors. Classroom tested experiments are provided which requires the reader to use the model under various conditions such as learning and memory in both humans and animals. Following an introduction to mathematical models, the book contains 13 experiments. These experiments include those related to animal learning in such organisms as snails, bees, and rats. A variety of human experiments are also presented including those related to short and long term memory, maze learning, classical salivary conditioning, evaluation of sound on memory, and the influence of dietary supplements on memory. We close the section on experiments with and analysis of machine learning curves. Appendices are provided on how to build apparatus and how to install the software.

Mathematical Modeling of the Learning Curve and Its Practical Applications

Author : Igor Igorevich Stepanov
Publisher : Nova Science Publishers
ISBN 13 : 9781685077372
Total Pages : 0 pages
Book Rating : 4.0/5 (773 download)

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Book Synopsis Mathematical Modeling of the Learning Curve and Its Practical Applications by : Igor Igorevich Stepanov

Download or read book Mathematical Modeling of the Learning Curve and Its Practical Applications written by Igor Igorevich Stepanov and published by Nova Science Publishers. This book was released on 2022 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book provides a detailed description of the application of mathematical learning curve modeling to analyze the state of learning and memory in humans and animals. The purpose of the book is to enable the readers to apply the knowledge gained in their own research on learning and memory. The authors hope that the readers may achieve success in this field of knowledge, expand and advance mathematical modeling of the learning curve, and that this book may aid in this process. For this, the authors have developed their own mathematical model based on the systems theory and proved its advantage in relation to those previously proposed. The authors developed MS Windows application "Learning Curve Modeling Tool" to help the reader modeling the learning curve from raw learning data in the California Verbal Learning Test, the Rey Auditory Verbal Learning Test, and other similar memory tests. Moreover, the book describes in detail the Windows and Android application "Memory Monitoring Tool", developed by the authors, which is suited well for mathematical modeling of the learning curves. The application aims to reveal initial signs of memory impairment. Besides, the section APPENDIX A describes a Web application - "Learning curve simulator" - developed by the authors for helping readers to get started with practically modeling the learning curve and testing their memory. This application is included in the book. The book will be useful for undergraduate students, graduate students, advanced graduate students, and professors, especially for professors who work on learning in both humans and animals, and those interested in the memory of marijuana users, alcoholics, and those suffering from diabetes and multiple sclerosis, as well as other neurological and psychological diseases and their neurological complications including those after COVID-19"--

Mathematical Models of the Manufacturing Learning Curve

Author : Paul Speaker
Publisher :
ISBN 13 :
Total Pages : 294 pages
Book Rating : 4.3/5 (129 download)

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Book Synopsis Mathematical Models of the Manufacturing Learning Curve by : Paul Speaker

Download or read book Mathematical Models of the Manufacturing Learning Curve written by Paul Speaker and published by . This book was released on 2010 with total page 294 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Learning Curves

Author : Mohamad Y. Jaber
Publisher : CRC Press
ISBN 13 : 143980740X
Total Pages : 464 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Learning Curves by : Mohamad Y. Jaber

Download or read book Learning Curves written by Mohamad Y. Jaber and published by CRC Press. This book was released on 2016-04-19 with total page 464 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written by international contributors, Learning Curves: Theory, Models, and Applications first draws a learning map that shows where learning is involved within organizations, then examines how it can be sustained, perfected, and accelerated. The book reviews empirical findings in the literature in terms of different sources for learning and partia

An Investigation of Learning Curves and Their Use in Simulation

Author : Jennie H. Lommel
Publisher :
ISBN 13 : 9781423579540
Total Pages : 163 pages
Book Rating : 4.5/5 (795 download)

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Book Synopsis An Investigation of Learning Curves and Their Use in Simulation by : Jennie H. Lommel

Download or read book An Investigation of Learning Curves and Their Use in Simulation written by Jennie H. Lommel and published by . This book was released on 1996-04-01 with total page 163 pages. Available in PDF, EPUB and Kindle. Book excerpt: In 1995, the C-17 Factory Simulation Model (FSM) was developed to enable analysts to address 'what-if' questions about the resources required to build future aircraft, and is based on learning curve models that are used to both portray and simulate future aircraft production. In this thesis, we examine and develop alternate learning curve models that also utilize a small amount of initial production data to portray the relationship between the number of aircraft built and the resources required to build them. The goal is to identify a model which not only provides a good fit and forecast based on a small amount of data but is also intuitive and reasonably simple to apply. We also propose and evaluate the use of Autoregressive Moving Average (ARMA) models for modeling the effects of learning. These models are exercised in fitting simulated log- linear data, as well as in fitting and forecasting historical F-102 manufacturing data and notional C-17 manufacturing data. The results are somewhat inconclusive since they do not identify any one model as the best. They do, however, suggest that ARMA models are a promising alternative to the standard log-linear learning curve. The thesis concludes with an examination of the effects of explicitly accounting for uncertainty in parameter estimation when simulating future performance based on the traditional log-linear learning curve model. The results show that the approach employed in the FSM is viable even though it does not directly account for this uncertainty.

Learning, Unlearning and Re-Learning Curves

Author : Alan R. Jones
Publisher : Routledge
ISBN 13 : 1351661477
Total Pages : 304 pages
Book Rating : 4.3/5 (516 download)

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Book Synopsis Learning, Unlearning and Re-Learning Curves by : Alan R. Jones

Download or read book Learning, Unlearning and Re-Learning Curves written by Alan R. Jones and published by Routledge. This book was released on 2018-09-13 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learning, Unlearning and Re-learning Curves (Volume IV of the Working Guides to Estimating & Forecasting series) focuses in on Learning Curves, and the various tried and tested models of Wright, Crawford, DeJong, Towill-Bevis and others. It explores the differences and similarities between the various models and examines the key properties that Estimators and Forecasters can exploit. A discussion about Learning Curve Cost Drivers leads to the consideration of a little used but very powerful technique of Learning Curve modelling called Segmentation, which looks at an organisation’s complex learning curve as the product of multiple shallower learning curves. Perhaps the biggest benefit is that it simplifies the calculations in Microsoft Excel where there is a change in the rate of learning observed or expected. The same technique can be used to model and calibrate discontinuities in the learning process that result in setbacks and uplifts in time or cost. This technique is compared with other, better known techniques such as Anderlohr’s. Equivalent Unit Learning is another, relative new technique that can be used alongside traditional completed unit learning to give an early warning of changes in the rates of learning. Finally, a Learning Curve can be exploited to estimate the penalty of collaborative working across multiple partners. Supported by a wealth of figures and tables, this is a valuable resource for estimators, engineers, accountants, project risk specialists, as well as students of cost engineering.

Statistical Methods for Learning Curves and Cost Analysis

Author : Matthew S. Goldberg
Publisher : Institute for Operations Research and Management Sciences Nf
ISBN 13 :
Total Pages : 200 pages
Book Rating : 4.3/5 (97 download)

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Book Synopsis Statistical Methods for Learning Curves and Cost Analysis by : Matthew S. Goldberg

Download or read book Statistical Methods for Learning Curves and Cost Analysis written by Matthew S. Goldberg and published by Institute for Operations Research and Management Sciences Nf. This book was released on 2003 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: operations research and management science

Learning the Art of Mathematical Modelling

Author : M. Cross
Publisher : Ellis Horwood
ISBN 13 :
Total Pages : 164 pages
Book Rating : 4.:/5 (318 download)

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Book Synopsis Learning the Art of Mathematical Modelling by : M. Cross

Download or read book Learning the Art of Mathematical Modelling written by M. Cross and published by Ellis Horwood. This book was released on 1985 with total page 164 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Mathematical Modelling and Applications

Author : Gloria Ann Stillman
Publisher : Springer
ISBN 13 : 3319629689
Total Pages : 620 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Mathematical Modelling and Applications by : Gloria Ann Stillman

Download or read book Mathematical Modelling and Applications written by Gloria Ann Stillman and published by Springer. This book was released on 2017-11-05 with total page 620 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume documents on-going research and theorising in the sub-field of mathematics education devoted to the teaching and learning of mathematical modelling and applications. Mathematical modelling provides a way of conceiving and resolving problems in the life world of people whether these range from the everyday individual numeracy level to sophisticated new problems for society at large. Mathematical modelling and real world applications are considered as having potential for multi-disciplinary work that involves knowledge from a variety of communities of practice such as those in different workplaces (e.g., those of educators, designers, construction engineers, museum curators) and in different fields of academic endeavour (e.g., history, archaeology, mathematics, economics). From an educational perspective, researching the development of competency in real world modelling involves research situated in crossing the boundaries between being a student engaged in modelling or mathematical application to real word tasks in the classroom, being a teacher of mathematical modelling (in or outside the classroom or bridging both), and being a modeller of the world outside the classroom. This is the focus of many of the authors of the chapters in this book. All authors of this volume are members of the International Community of Teachers of Mathematical Modelling (ICTMA), the peak research body into researching the teaching and learning of mathematical modelling at all levels of education from the early years to tertiary education as well as in the workplace.

Modeling Students' Mathematical Modeling Competencies

Author : Richard Lesh
Publisher : Springer Science & Business Media
ISBN 13 : 9400762712
Total Pages : 635 pages
Book Rating : 4.4/5 (7 download)

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Book Synopsis Modeling Students' Mathematical Modeling Competencies by : Richard Lesh

Download or read book Modeling Students' Mathematical Modeling Competencies written by Richard Lesh and published by Springer Science & Business Media. This book was released on 2013-03-17 with total page 635 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modeling Students’ Mathematical Modeling Competencies offers welcome clarity and focus to the international research and professional community in mathematics, science, and engineering education, as well as those involved in the sciences of teaching and learning these subjects.

Mathematical Modelling

Author : John Berry
Publisher : Gulf Professional Publishing
ISBN 13 : 0340614048
Total Pages : 157 pages
Book Rating : 4.3/5 (46 download)

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Book Synopsis Mathematical Modelling by : John Berry

Download or read book Mathematical Modelling written by John Berry and published by Gulf Professional Publishing. This book was released on 1995-06-17 with total page 157 pages. Available in PDF, EPUB and Kindle. Book excerpt: Assuming virtually no prior knowledge, Modular Mathematics encourages the reader to develop and solve real models, as well as looking at traditional examples. Accessible and concise, it contains tutorial problems, case studies and exercises.

Mathematical Models with Applications

Author : COMAP
Publisher : Macmillan
ISBN 13 : 9780716744580
Total Pages : 612 pages
Book Rating : 4.7/5 (445 download)

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Book Synopsis Mathematical Models with Applications by : COMAP

Download or read book Mathematical Models with Applications written by COMAP and published by Macmillan. This book was released on 2001-06-15 with total page 612 pages. Available in PDF, EPUB and Kindle. Book excerpt: An innovative course that offers students an exciting new perspective on mathematics, Mathematical Models with Applications explores the same types of problems that math professionals encounter daily. The modeling process--forming a theory, testing it, and revisiting it based on the results of the test--is critical for learning how to think mathematically. Demonstrating this ability can open up a wide range of educational and professional opportunities for students. Mathematical Models with Applications has been designed for students who have completed Algebra I or Geometry and see this as the final course in their high school mathematics sequence, or who would like additional math preparation before Algebra II. Mathematical Models with Applications ListServ As a service to instructors using Mathematical Models with Applications, a listserv has been designed as a forum to share ideas, ask questions and learn new ways to enhance the learning experience for their students.

Mathematical Modelling for Teachers

Author : Keng Cheng Ang
Publisher : Routledge
ISBN 13 : 1351247964
Total Pages : 172 pages
Book Rating : 4.3/5 (512 download)

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Book Synopsis Mathematical Modelling for Teachers by : Keng Cheng Ang

Download or read book Mathematical Modelling for Teachers written by Keng Cheng Ang and published by Routledge. This book was released on 2018-09-03 with total page 172 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mathematical Modelling for Teachers: Resources, Pedagogy and Practice provides everything that teachers and mathematics educators need to design and implement mathematical modelling activities in their classroom. Authored by an expert in Singapore, the global leader in mathematics education, it is written with an international readership in mind. This book focuses on practical classroom ideas in mathematical modelling suitable to be used by mathematics teachers at the secondary level. As they are interacting with students all the time, teachers generally have good ideas for possible mathematical modelling tasks. However, many have difficulty translating those ideas into concrete modelling activities suitable for a mathematics classroom. In this book, a framework is introduced to assist teachers in designing, planning and implementing mathematical modelling activities, and its use is illustrated through the many examples included. Readers will have access to modelling activities suitable for students from lower secondary levels (Years 7 and 8) onwards, along with the underlying framework, guiding notes for teachers and suggested approaches to solve the problems. The activities are grouped according to the types of models constructed: empirical, deterministic and simulation models. Finally, the book gives the reader suggestions of different ways to assess mathematical modelling competencies in students.

The 10th International Conference on Engineering, Project, and Production Management

Author : Kriengsak Panuwatwanich
Publisher : Springer Nature
ISBN 13 : 9811519102
Total Pages : 663 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis The 10th International Conference on Engineering, Project, and Production Management by : Kriengsak Panuwatwanich

Download or read book The 10th International Conference on Engineering, Project, and Production Management written by Kriengsak Panuwatwanich and published by Springer Nature. This book was released on 2020-03-03 with total page 663 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers the proceedings of the EPPM 2019 conference, and highlights innovative work by researchers and practitioners active in various industries around the globe. Recent advances in science and technology have made it possible to seamlessly connect and integrate various elements of engineering systems, and opened the door for innovations that have transformed how we live and work. While these developments have yielded enhanced efficiency and numerous improvements in our current practices, the problems caused by the increased complexity of these integrated systems can be extremely difficult. Accordingly, solving these problems involves applying cross-disciplinary expertise to address the heterogeneity of the various elements inherent in the system. These proceedings address four main themes: (I) Smart and Sustainable Construction, (II) Advances in Project Management Practices, (III) Toward Safety and Productivity Improvement, and (IV) Smart Manufacturing, Design, and Logistics. As such, they will be of interest to and valuable to researchers and practitioners in a range of industries seeking an update on the translational fields of engineering, project, and production management.

MATHEMATICAL MODELS – Volume II

Author : Jerzy A. Filar
Publisher : EOLSS Publications
ISBN 13 : 1848262434
Total Pages : 510 pages
Book Rating : 4.8/5 (482 download)

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Book Synopsis MATHEMATICAL MODELS – Volume II by : Jerzy A. Filar

Download or read book MATHEMATICAL MODELS – Volume II written by Jerzy A. Filar and published by EOLSS Publications. This book was released on 2009-09-19 with total page 510 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mathematical Models is a component of Encyclopedia of Mathematical Sciences in the global Encyclopedia of Life Support Systems (EOLSS), which is an integrated compendium of twenty one Encyclopedias. The Theme on Mathematical Models discusses matters of great relevance to our world such as: Basic Principles of Mathematical Modeling; Mathematical Models in Water Sciences; Mathematical Models in Energy Sciences; Mathematical Models of Climate and Global Change; Infiltration and Ponding; Mathematical Models of Biology; Mathematical Models in Medicine and Public Health; Mathematical Models of Society and Development. These three volumes are aimed at the following five major target audiences: University and College students Educators, Professional practitioners, Research personnel and Policy analysts, managers, and decision makers and NGOs.

Encyclopedia of Operations Research and Management Science

Author : Saul I. Gass
Publisher : Springer Science & Business Media
ISBN 13 : 1461304598
Total Pages : 774 pages
Book Rating : 4.4/5 (613 download)

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Book Synopsis Encyclopedia of Operations Research and Management Science by : Saul I. Gass

Download or read book Encyclopedia of Operations Research and Management Science written by Saul I. Gass and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 774 pages. Available in PDF, EPUB and Kindle. Book excerpt: Operations Research: 1934-1941," 35, 1, 143-152; "British The goal of the Encyclopedia of Operations Research and Operational Research in World War II," 35, 3, 453-470; Management Science is to provide to decision makers and "U. S. Operations Research in World War II," 35, 6, 910-925; problem solvers in business, industry, government and and the 1984 article by Harold Lardner that appeared in academia a comprehensive overview of the wide range of Operations Research: "The Origin of Operational Research," ideas, methodologies, and synergistic forces that combine to 32, 2, 465-475. form the preeminent decision-aiding fields of operations re search and management science (OR/MS). To this end, we The Encyclopedia contains no entries that define the fields enlisted a distinguished international group of academics of operations research and management science. OR and MS and practitioners to contribute articles on subjects for are often equated to one another. If one defines them by the which they are renowned. methodologies they employ, the equation would probably The editors, working with the Encyclopedia's Editorial stand inspection. If one defines them by their historical Advisory Board, surveyed and divided OR/MS into specific developments and the classes of problems they encompass, topics that collectively encompass the foundations, applica the equation becomes fuzzy. The formalism OR grew out of tions, and emerging elements of this ever-changing field. We the operational problems of the British and U. s. military also wanted to establish the close associations that OR/MS efforts in World War II.

Handbook of Industrial and Systems Engineering, Second Edition

Author : Adedeji B. Badiru
Publisher : CRC Press
ISBN 13 : 146651504X
Total Pages : 1480 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis Handbook of Industrial and Systems Engineering, Second Edition by : Adedeji B. Badiru

Download or read book Handbook of Industrial and Systems Engineering, Second Edition written by Adedeji B. Badiru and published by CRC Press. This book was released on 2013-10-11 with total page 1480 pages. Available in PDF, EPUB and Kindle. Book excerpt: A new edition of a bestselling industrial and systems engineering reference, Handbook of Industrial and Systems Engineering, Second Edition provides students, researchers, and practitioners with easy access to a wide range of industrial engineering tools and techniques in a concise format. This edition expands the breadth and depth of coverage, emphasizing new systems engineering tools, techniques, and models. See What’s New in the Second Edition: Section covering safety, reliability, and quality Section on operations research, queuing, logistics, and scheduling Expanded appendix to include conversion factors and engineering, systems, and statistical formulae Topics such as control charts, engineering economy, health operational efficiency, healthcare systems, human systems integration, Lean systems, logistics transportation, manufacturing systems, material handling systems, process view of work, and Six Sigma techniques The premise of the handbook remains: to expand the breadth and depth of coverage beyond the traditional handbooks on industrial engineering. The book begins with a general introduction with specific reference to the origin of industrial engineering and the ties to the Industrial Revolution. It covers the fundamentals of industrial engineering and the fundamentals of systems engineering. Building on this foundation, it presents chapters on manufacturing, production systems, and ergonomics, then goes on to discuss economic and financial analysis, management, information engineering, and decision making. Two new sections examine safety, reliability, quality, operations research, queuing, logistics, and scheduling. The book provides an updated collation of the body of knowledge of industrial and systems engineering. The handbook has been substantively expanded from the 36 seminal chapters in the first edition to 56 landmark chapters in the second edition. In addition to the 20 new chapters, 11 of the chapters in the first edition have been updated with new materials. Filling the gap that exists between the traditional and modern practice of industrial and systems engineering, the handbook provides a one-stop resource for teaching, research, and practice.