Decision Making Under Uncertainty, with a Special Emphasis on Geosciences and Education, Bokati
Автор: Ceberio Название: Decision Making Under Uncertainty and Constraints ISBN: 3031164148 ISBN-13(EAN): 9783031164149 Издательство: Springer Рейтинг: Цена: 23757.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book shows, on numerous examples, how to make decisions in realistic situations when we have both uncertainty and constraints. In most these situations, the book's emphasis is on the why-question, i.e., on a theoretical explanation for empirical formulas and techniques. Such explanations are important: they help understand why these techniques work well in some cases and not so well in others, and thus, help practitioners decide whether a technique is appropriate for a given situation. Example of applications described in the book ranges from science (biosciences, geosciences, and physics) to electrical and civil engineering, education, psychology and decision making, and religion—and, of course, include computer science, AI (in particular, eXplainable AI), and machine learning. The book can be recommended to researchers and students in these application areas. Many of the examples use general techniques that can be used in other application areas as well, so it is also useful for practitioners and researchers in other areas who are looking for possible theoretical explanations of empirical formulas and techniques.
Автор: Claude Greengard; Andrzej Ruszczynski Название: Decision Making Under Uncertainty ISBN: 1441930140 ISBN-13(EAN): 9781441930149 Издательство: Springer Рейтинг: Цена: 21661.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: In the ideal world, major decisions would be made based on complete and reliable information available to the decision maker. The volume contains articles on model problems of decision making process in the energy and power industry when the available information is noisy and/or incomplete.
Автор: Constantin Cranganu; Henri Luchian; Mihaela Elena Название: Artificial Intelligent Approaches in Petroleum Geosciences ISBN: 3319359924 ISBN-13(EAN): 9783319359922 Издательство: Springer Рейтинг: Цена: 14365.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: These intelligent techniques can be used for uncertainty analysis, risk assessment, data fusion and mining, data analysis and interpretation, and knowledge discovery, from diverse data such as 3-D seismic, geological data, well logging, and production data.
Автор: Robert Dodgshon Название: Farming Communities in the Western Alps, 1500–1914 ISBN: 3030163601 ISBN-13(EAN): 9783030163600 Издательство: Springer Рейтинг: Цена: 20962.00 р. Наличие на складе: Поставка под заказ.
Описание: This monograph explores traditional farming communities in French-speaking areas of the western Alps for the period 1500-1914 and how they endured in such an environment despite the many problems and risks which it posed for their subsistence and welfare. Using an extensive amount of archival material drawn from the relevant regional archives, the book presents a great deal of fresh data. Its central theme is how such communities responded to the opportunities and challenges presented by the highly variegated environment of their setting. The view taken is that their strategies of exploitation stressed diversity and flexibility, mapping the highly varied ecologies and resource opportunities of their setting into these strategies by spreading livelihood and risk as widely as possible. This interpretative framework is developed across all the book's themes: landholding, arable and livestock sectors, use of the commons and, finally, how communities coped with climate-based risks.
The book appeals to geographers, historians, environmental scientists and everyone interested in traditional farming communities and their long-term challenges.
Описание: Human Decisions Are Often Suboptimal: Phenomenon of Bounded Rationality.- Towards Explaining Other Aspects of Human Decision Making.- Towards Explaining Heuristic Techniques (Such as Fuzzy) in Expert Decision Making.- Decision Making Under Uncertainty and Restrictions on Computation Resources: From Heuristic to Optimal Techniques.- Conclusions and Future Work.
Автор: Bhattacharya Shuvajit Название: A Primer on Machine Learning in Subsurface Geosciences ISBN: 3030717674 ISBN-13(EAN): 9783030717674 Издательство: Springer Цена: 9083.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book provides readers with a timely review and discussion of the success, promise, and perils of machine learning in geosciences.
Автор: Lakshmanan V. I., Chockalingam Arun, Murty V. Kumar Название: Smart Villages: Bridging the Global Urban-Rural Divide ISBN: 3030684571 ISBN-13(EAN): 9783030684570 Издательство: Springer Рейтинг: Цена: 13974.00 р. Наличие на складе: Поставка под заказ.
Описание:
This book brings together technical expertise, best practices, case studies and ground-level application of the ideas for empowering the rural population of the world to live economically prosperous, environmentally sustainable, and socially progressive lives, on par or comparable with the quality of life enjoyed by the global urban population. The idea of Smart Villages takes on greater urgency in light of the investments made in this millennium on "Smart Cities", taking advantage of the technological advances, particularly in digital connectivity. These investments have and will continue to expand the urban-rural divide, unless similar investments are made in the villages as well. The book provides a much-needed guide for a holistic development of a Smart Village, by defining the need, developing the framework, and describing the delivery, complete with successful case studies. Contributors to the book, from Canada, USA, Africa and India bring years of academic, industry and governmental experience, including organization of several Smart Village conferences. The knowledge base in the book will be of great value to anyone interested in or active in rural planning, including governmental and non-governmental organizations, industrial solution providers, public healthcare professionals, public policy professionals and students, as well as rural communities around the world.
Consolidates all the aspects of creating/developing a Smart Village;
Delivers an effective tool-kit for practitioners in the area of Smart Villages;
Provides a policy-based framework for the development of an ideal Smart Village;
Illustrates, through case studies, the fulfillment of key requirements of a Smart Village;
Brings together experts from around the world to share their vision of a Smart Village;
Highlights the importance of balancing development with social/gender equity and cultural traditions.
Автор: Toyoaki Nishida; Atsushi Nakazawa; Yoshimasa Ohmot Название: Conversational Informatics ISBN: 4431550399 ISBN-13(EAN): 9784431550396 Издательство: Springer Рейтинг: Цена: 19564.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book covers an approach to conversational informatics which encompasses science and technology for understanding and augmenting conversation in the network age.
This book addresses an intriguing question: are our decisions rational? It explains seemingly irrational human decision-making behavior by taking into account our limited ability to process information. It also shows with several examples that optimization under granularity restriction leads to observed human decision-making. Drawing on the Nobel-prize-winning studies by Kahneman and Tversky, researchers have found many examples of seemingly irrational decisions: e.g., we overestimate the probability of rare events.Our explanation is that since human abilities to process information are limited, we operate not with the exact values of relevant quantities, but with “granules” that contain these values. We show that optimization under such granularity indeed leads to observed human behavior. In particular, for the first time, we explain the mysterious empirical dependence of betting odds on actual probabilities.This book can be recommended to all students interested in human decision-making, to researchers whose work involves human decisions, and to practitioners who design and employ systems involving human decision-making —so that they can better utilize our ability to make decisions under uncertainty.
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