Planning Under Uncertainty


Planning Under Uncertainty
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Representing Plans Under Uncertainty


Representing Plans Under Uncertainty
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Author : Peter Haddawy
language : en
Publisher: Springer
Release Date : 1994

Representing Plans Under Uncertainty written by Peter Haddawy and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994 with Business & Economics categories.


"This monograph integrates AI and decision-theoretic approaches to the representation of planning problems by developing a first-order logic of time, chance, and action for representing and reasoning about plans. The semantics of the logic incorporates intuitive properties of time, chance, and action central to the planning problem. The logical language integrates both modal and probabilistic constructs and allows quantification over time points, probability values, and domain individuals. The language can represent the chance that facts hold and events occur at various times and that actions and other events affect the future. An algorithm for the problem of building construction planning is developed and the logic is used to prove the algorithm correct."--PUBLISHER'S WEBSITE.



Planning Under Uncertainty


Planning Under Uncertainty
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Author : Gerd Infanger
language : en
Publisher: Boyd & Fraser Publishing Company
Release Date : 1994

Planning Under Uncertainty written by Gerd Infanger and has been published by Boyd & Fraser Publishing Company this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994 with Business & Economics categories.




Planning Under Uncertainty


Planning Under Uncertainty
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Author : Lim Zhan Wei
language : en
Publisher:
Release Date : 2015

Planning Under Uncertainty written by Lim Zhan Wei and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015 with categories.




Defense Resource Planning Under Uncertainty


Defense Resource Planning Under Uncertainty
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Author : Robert J. Lempert
language : en
Publisher: Rand Corporation
Release Date : 2016-01-29

Defense Resource Planning Under Uncertainty written by Robert J. Lempert and has been published by Rand Corporation this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-01-29 with History categories.


Defense planning faces significant uncertainties. This report applies robust decision making (RDM) to the munitions mix challenge, to demonstrate how RDM could help defense planners make plans more robust to a wide range of hard-to-predict futures.



Planning On Uncertainty


Planning On Uncertainty
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Author : Ruth Prince Mack
language : en
Publisher: John Wiley & Sons
Release Date : 1971

Planning On Uncertainty written by Ruth Prince Mack and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 1971 with Business & Economics categories.




Planning Under Uncertainty


Planning Under Uncertainty
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Author : Rochelle O'Connor
language : en
Publisher:
Release Date : 1978

Planning Under Uncertainty written by Rochelle O'Connor and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1978 with Business & Economics categories.




Planning Under Pressure


Planning Under Pressure
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Author : John Friend
language : en
Publisher: Routledge
Release Date : 2012-05-23

Planning Under Pressure written by John Friend and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-05-23 with Architecture categories.


Planning under Pressure offers managers, planners, consultants and students a comprehensive and authoritative guide to the Strategic Choice Approach, which has gradually been attracting worldwide recognition as a fresh, versatile and practical approach to collaborative decision-making under uncertainty. Starting from basic principles, the book uses helpful diagrams and clear explanations to demonstrate practical ways of approaching daunting decision problems; of devising possible ways forward; and of working effectively towards agreed courses of action. Along he way, decision makers are helped to cope with diverse sources of uncertainty – technical, political, managerial – in a strategic manner. In this extended third edition, the authors have added short contributions from 21 users from seven countries. These new contributors present lessons from their varied experiences in adapting the Strategic Choice Approach to guide decision-making and learning in settings ranging from the re-routing of a controversial city carnival procession to national policy for the management of nuclear waste.



Decision Making Under Uncertainty


Decision Making Under Uncertainty
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Author : Mykel J. Kochenderfer
language : en
Publisher: MIT Press
Release Date : 2015-07-24

Decision Making Under Uncertainty written by Mykel J. Kochenderfer and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-07-24 with Computers categories.


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.



Formulation Of Tradeoffs In Planning Under Uncertainty


Formulation Of Tradeoffs In Planning Under Uncertainty
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Author : Michael P. Wellman
language : en
Publisher: Pitman Publishing
Release Date : 1990-01-01

Formulation Of Tradeoffs In Planning Under Uncertainty written by Michael P. Wellman and has been published by Pitman Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 1990-01-01 with Artificial intelligence categories.




Biomass To Biofuel Supply Chain Design And Planning Under Uncertainty


Biomass To Biofuel Supply Chain Design And Planning Under Uncertainty
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Author : Mir Saman Pishvaee
language : en
Publisher: Academic Press
Release Date : 2020-11-25

Biomass To Biofuel Supply Chain Design And Planning Under Uncertainty written by Mir Saman Pishvaee and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-11-25 with Science categories.


Biomass to Biofuel Supply Chain Design and Planning under Uncertainty: Concepts and Quantitative Methods explores the design and optimization of biomass-to-biofuel supply chains for commercial-scale implementation of biofuel projects by considering the problems and challenges encountered in real supply chains. By offering a fresh approach and discussing a wide range of quantitative methods, the book enables researchers and practitioners to develop hybrid methods that integrate the advantages and features of two or more methods in one decision-making framework for the efficient optimization of biofuel supply chains, especially for complex supply chain models. Combining supply chain management and modeling techniques in a single volume, the book is beneficial for graduate students who no longer need to consult subject-specific books alongside mathematical modeling textbooks. The book consists of two main parts. The first part describes the key components of biofuel supply chains, including biomass production, harvesting, collection, storage, preprocessing, conversion, transportation, and distribution. It also provides a comprehensive review of the concepts, problems, and opportunities associated with biofuel supply chains, such as types and properties of the feedstocks and fuel products, decision-making levels, sustainability concepts, uncertainty analysis and risk management, as well as integration of biomass supply chain with other supply chains. The second part focuses on modeling and optimization of biomass-to-biofuel supply chains under uncertainty, using different quantitative methods to determine optimal design. Proposes a general multi-level framework for the optimal design and operation of biomass-to-biofuel supply chains through quantitative analysis and modeling, including different biomass and waste biomass feedstock, production pathways, technology options, transportation modes, and final products Explores how modeling and optimization tools can be utilized to address sustainability issues in biofuel supply chains by simultaneously assessing and identifying sustainable solutions Presents several case studies with different regional constraints to evaluate the practical applicability of different optimization methods and compares their performance in real-world situations Includes General Algebraic Modeling System (GAMS) codes for solving biomass supply chain optimization problems discussed in different chapters