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This book covers a number of representative applications of intelligent decision support systems applications in society and policy support, including general methodologies, case studies, on-going R&D projects, and practical applications. These applications cover Intelligent Decision and Policy Making Support Systems ranging from risk modelling for policy making, consensus modelling in group decision making, fuzzy data envelopment analysis, cognitive orientation in business intelligence, personalized pedestrian navigation systems, knowledge based recommender systems, Web resource discovery and selection, machine learning based intelligent decision support systems, handling uncertain and qualitative information, fault diagnosis, safety analysis, radioactive waste management policy decision making, Belgian long-term sustainable energy strategy, to nuclear emergency management. Major contributions of this book are highly related to the well-established international FLINS series conferences on applied computational intelligence (1994-2008) on this topic and some current ongoing research projects at the Belgian Nuclear Research Centre (SCK•CEN) in Mol, Belgium.
Decision support systems. --- Artificial intelligence. --- Systèmes d'aide à la décision --- Intelligence artificielle --- Decision support systems --- Artificial intelligence --- Information Technology --- Civil Engineering --- Applied Mathematics --- Electrical & Computer Engineering --- Engineering & Applied Sciences --- Civil & Environmental Engineering --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Computer science. --- Applied mathematics. --- Engineering mathematics. --- Computer Science. --- Artificial Intelligence (incl. Robotics). --- Appl.Mathematics/Computational Methods of Engineering. --- Engineering --- Engineering analysis --- Mathematical analysis --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Informatics --- Science --- Mathematics --- Artificial Intelligence. --- Mathematical and Computational Engineering. --- 9999 --- Monograph --- Management information systems --- Telematics
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In this book, we study theoretical and practical aspects of computing methods for mathematical modelling of nonlinear systems. A number of computing techniques are considered, such as methods of operator approximation with any given accuracy; operator interpolation techniques including a non-Lagrange interpolation; methods of system representation subject to constraints associated with concepts of causality, memory and stationarity; methods of system representation with an accuracy that is the best within a given class of models; methods of covariance matrix estimation;methods for low-rank
Mathematical logic --- System analysis. --- Systèmes, Théorie des. --- System theory. --- Systèmes d'aide à la décision --- Decision support systems --- System Analysis --- System theory --- Théorie des systèmes --- ELSEVIER-B EPUB-LIV-FT --- Network analysis --- Network science --- Network theory --- Systems analysis --- Mathematical optimization --- System analysis --- 519.71 --- 681.3*H11 --- 519.71 Control systems theory: mathematical aspects --- Control systems theory: mathematical aspects --- 681.3*H11 Systems and information theory: value of information--See also {681.3*E4} --- Systems and information theory: value of information--See also {681.3*E4} --- Decision support systems. --- Systèmes d'aide à la décision --- Systèmes, Théorie des --- Theorie du controle
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The increasingly complex environment of today's world, characterized by technological innovation and global communication, generates myriads of possible and actual interactions while limited physical and intellectual resources severely impinge on decision makers, be it in the public or private domains. At the core of the decision-making process is the need for quality information that allows the decision maker to better assess the impact of decisions in terms of outcomes, nonlinear feedback processes and time delays on the performance of the complex system invoked. This volume is a timely review on the principles underlying complex decision making, the handling of uncertainties in dynamic envrionments and of the various modeling approaches used. The book consists of five parts, each composed of several chapters: I: Complex Decision Making: Concepts, Theories and Empirical Evidence II: Tools and Techniques for Decision Making in Complex Environments and Systems III: System Dynamics and Agent-Based Modeling IV: Methodological Issues V: Future Directions .
Besliskunde --- Economics/Management Science --- Complexity --- Methodology of the Social Sciences --- Operations Research/Decision Theory --- Technology Management --- Decision making --- Decision support systems --- Multiple criteria decision making --- Prise de décision --- Systèmes d'aide à la décision --- Décision multicritère --- Decision making. --- Decision support systems. --- Multiple criteria decision making. --- Electrical & Computer Engineering --- Management --- Business & Economics --- Engineering & Applied Sciences --- Information Technology --- Management Theory --- Decision making with multiple objectives --- MCDM (Decision making) --- Multiattribute decisions --- Multicriteria decision analysis --- Multicriteria decision making --- Multicriteria decision making analysis --- Multiobjective decision making --- Multiple objective decision making --- Deciding --- Decision (Psychology) --- Decision analysis --- Decision processes --- Making decisions --- Management decisions --- Business. --- Management. --- Industrial management. --- Operations research. --- Statistical physics. --- Dynamical systems. --- Social sciences. --- Business and Management. --- Operation Research/Decision Theory. --- Statistical Physics, Dynamical Systems and Complexity. --- Methodology of the Social Sciences. --- Innovation/Technology Management. --- Choice (Psychology) --- Problem solving --- Management information systems --- Telematics --- Social sciences --- Operations Research/Decision Theory. --- Complex Systems. --- Statistical Physics and Dynamical Systems. --- Methodology. --- Physics --- Mathematical statistics --- Administration --- Industrial relations --- Organization --- Operational analysis --- Operational research --- Industrial engineering --- Management science --- Research --- System theory --- Statistical methods --- Business administration --- Business enterprises --- Business management --- Corporate management --- Corporations --- Industrial administration --- Management, Industrial --- Rationalization of industry --- Scientific management --- Business --- Industrial organization --- Behavioral sciences --- Human sciences --- Sciences, Social --- Social science --- Social studies --- Civilization --- Dynamical systems --- Kinetics --- Mathematics --- Mechanics, Analytic --- Force and energy --- Mechanics --- Statics
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