Advances in Decision Making Under Risk and Uncertainty - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Advances in Decision Making Under Risk and Uncertainty write by Mohammed Abdellaoui. This book was released on 2008-08-29. Advances in Decision Making Under Risk and Uncertainty available in PDF, EPUB and Kindle. Whether we like it or not we all feel that the world is uncertain. From choosing a new technology to selecting a job, we rarely know in advance what outcome will result from our decisions. Unfortunately, the standard theory of choice under uncertainty developed in the early forties and fifties turns out to be too rigid to take many tricky issues of choice under uncertainty into account. The good news is that we have now moved away from the early descriptively inadequate modeling of behavior. This book brings the reader into contact with the accomplished progress in individual decision making through the most recent contributions to uncertainty modeling and behavioral decision making. It also introduces the reader into the many subtle issues to be resolved for rational choice under uncertainty.
Decision Making Under Uncertainty
Decision Making Under Uncertainty - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Decision Making Under Uncertainty write by Mykel J. Kochenderfer. This book was released on 2015-07-24. Decision Making Under Uncertainty available in PDF, EPUB and Kindle. An introduction to decision making under uncertainty from a computational perspective, covering both theory and applications ranging from speech recognition to airborne collision avoidance. Many important problems involve decision making under uncertainty—that is, choosing actions based on often imperfect observations, with unknown outcomes. Designers of automated decision support systems must take into account the various sources of uncertainty while balancing the multiple objectives of the system. This book provides an introduction to the challenges of decision making under uncertainty from a computational perspective. It presents both the theory behind decision making models and algorithms and a collection of example applications that range from speech recognition to aircraft collision avoidance. Focusing on two methods for designing decision agents, planning and reinforcement learning, the book covers probabilistic models, introducing Bayesian networks as a graphical model that captures probabilistic relationships between variables; utility theory as a framework for understanding optimal decision making under uncertainty; Markov decision processes as a method for modeling sequential problems; model uncertainty; state uncertainty; and cooperative decision making involving multiple interacting agents. A series of applications shows how the theoretical concepts can be applied to systems for attribute-based person search, speech applications, collision avoidance, and unmanned aircraft persistent surveillance. Decision Making Under Uncertainty unifies research from different communities using consistent notation, and is accessible to students and researchers across engineering disciplines who have some prior exposure to probability theory and calculus. It can be used as a text for advanced undergraduate and graduate students in fields including computer science, aerospace and electrical engineering, and management science. It will also be a valuable professional reference for researchers in a variety of disciplines.
Advanced Models and Tools for Effective Decision Making Under Uncertainty and Risk Contexts
Advanced Models and Tools for Effective Decision Making Under Uncertainty and Risk Contexts - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Advanced Models and Tools for Effective Decision Making Under Uncertainty and Risk Contexts write by González-Prida, Vicente. This book was released on 2020-09-04. Advanced Models and Tools for Effective Decision Making Under Uncertainty and Risk Contexts available in PDF, EPUB and Kindle. Business industries depend on advanced models and tools that provide an optimal and objective decision-making process, ultimately guaranteeing improved competitiveness, reducing risk, and eliminating uncertainty. Thanks in part to the digital era of the modern world, reducing these conditions has become much more manageable. Advanced Models and Tools for Effective Decision Making Under Uncertainty and Risk Contexts provides research exploring the theoretical and practical aspects of effective decision making based not only on mathematical techniques, but also on those technological tools that are available nowadays in the Fourth Industrial Revolution. Featuring coverage on a broad range of topics such as industrial informatics, knowledge management, and production planning, this book is ideally designed for decision makers, researchers, engineers, academicians, and students.
Advances in Decision Making Under Risk and Uncertainty
Advances in Decision Making Under Risk and Uncertainty - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Advances in Decision Making Under Risk and Uncertainty write by Mohammed Abdellaoui. This book was released on 2008-09-17. Advances in Decision Making Under Risk and Uncertainty available in PDF, EPUB and Kindle. Brings the reader into contact with the accomplished progress in individual decision making through the contributions to uncertainty modeling and behavioral decision making. This work also introduces the reader to the subtle issues to be resolved for rational choice under uncertainty.
Special Issue on Recent Advances in Decision Making Under Uncertainty
Special Issue on Recent Advances in Decision Making Under Uncertainty - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Special Issue on Recent Advances in Decision Making Under Uncertainty write by Shouyang Wang. This book was released on 2005. Special Issue on Recent Advances in Decision Making Under Uncertainty available in PDF, EPUB and Kindle.
