Mathematical Modeling Of The Learning Curve And Its Practical Applications
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| Author | : Charles I. Abramson |
| Publisher | : Walter de Gruyter GmbH & Co KG |
| Total Pages | : 334 |
| Release | : 2024-06-17 |
| Genre | : Computers |
| ISBN | : 3111313905 |
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.
| Author | : Igor Igorevich Stepanov |
| Publisher | : Nova Science Publishers |
| Total Pages | : 0 |
| Release | : 2022 |
| Genre | : Mathematics |
| ISBN | : 9781685077372 |
"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"--
| Author | : Mohamad Y. Jaber |
| Publisher | : CRC Press |
| Total Pages | : 464 |
| Release | : 2016-04-19 |
| Genre | : Business & Economics |
| ISBN | : 143980740X |
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
| Author | : Matthew S. Goldberg |
| Publisher | : Institute for Operations Research and Management Sciences Nf |
| Total Pages | : 200 |
| Release | : 2003 |
| Genre | : Business & Economics |
| ISBN | : |
operations research and management science
| Author | : Adedeji B. Badiru |
| Publisher | : CRC Press |
| Total Pages | : 1480 |
| Release | : 2013-10-11 |
| Genre | : Technology & Engineering |
| ISBN | : 146651504X |
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.
| Author | : Gloria Ann Stillman |
| Publisher | : Springer |
| Total Pages | : 596 |
| Release | : 2015-07-20 |
| Genre | : Education |
| ISBN | : 3319182722 |
In this volume cultural, social and cognitive influences on the research and teaching of mathematical modelling are explored from a variety of theoretical and practical perspectives. The authors of the current volume are all members of the International Community of Teachers of Mathematical Modelling and Applications, the peak research body in this field. A distinctive feature of this volume is the high number of authors from South American countries. These authors bring quite a different perspective to modelling than has been showcased in previous books in this series, in particular from a cultural point of view. As well as recent international research, there is a strong emphasis on pedagogical issues including those associated with technology and assessment, in the teaching and learning of modelling. Applications at various levels of education are exemplified. The contributions reflect common issues shared globally and represent emergent or on-going challenges.
| Author | : Paul M. Swamidass |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 833 |
| Release | : 2000-06-30 |
| Genre | : Business & Economics |
| ISBN | : 0792386302 |
Production and manufacturing management since the 1980s has absorbed in rapid succession several new production management concepts: manufacturing strategy, focused factory, just-in-time manufacturing, concurrent engineering, total quality management, supply chain management, flexible manufacturing systems, lean production, mass customization, and more. With the increasing globalization of manufacturing, the field will continue to expand. This encyclopedia's audience includes anyone concerned with manufacturing techniques, methods, and manufacturing decisions.
| Author | : M. Wylie Blanchet |
| Publisher | : Pickle Partners Publishing |
| Total Pages | : 311 |
| Release | : 2016-01-27 |
| Genre | : History |
| ISBN | : 178625834X |
“Time did not exist; or if it did it did not mater. Our world then was both wide and narrow—wide in the immensity of the sea and mountain; narrow in that the boat was very small, and we lived and camped, explored and swam in a little realm of our own making...” This is the fascinating true adventure story of a woman who packed her five children onto a twenty-five-foot boat and explored the coastal waters of British Columbia summer after summer in the 1920s and 1930s. Acting single-handedly as skipper, navigator, engineer and of course, mother, Muriel Wylie Blanchet saw her crew through exciting—and sometimes perilous—encounters with fog; rough seas, cougars, bears and whales, and did so with high spirits and courage. On these pages an independent woman with a deep respect for the native cultures of a region, and a refreshing wonderment about the natural world, comes to life. In The Curve of Time, she has left us with a sensitive and lyrically written account of their journeys and a timeless travel memoir not to be missed.
| Author | : S.D. Howison |
| Publisher | : CRC Press |
| Total Pages | : 164 |
| Release | : 1995-05-15 |
| Genre | : Mathematics |
| ISBN | : 9780412630705 |
Mathematical Models in Finance compiles papers presented at the Royal Society of London discussion meeting. Topics range from the foundations of classical theory to sophisticated, up-to-date mathematical modeling and analysis. In the wake of the increased level of mathematical awareness in the financial research community, attention has focused on fundamental issues of market modelling that are not adequately allowed for in the standard analyses. Examples include market anomalies and nonlinear coupling effects, and demand new synthesis of mathematical and numerical techniques. This line of inquiry is further stimulated by ever tightening profits due to increased competition. Several papers in this volume offer pointers to future developments in this area.
| Author | : United States. Department of the Air Force |
| Publisher | : |
| Total Pages | : 596 |
| Release | : 1986 |
| Genre | : Military education |
| ISBN | : |
