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Hydrology --- Water-supply --- Simulation methods --- -Water-supply --- Aquatic sciences --- Earth sciences --- Hydrography --- Water --- Availability, Water --- Water availability --- Water resources --- Natural resources --- Public utilities --- Water resources development --- Water utilities --- Simulation methods. --- Basic Sciences. Mathematics --- Mathematical Models, Simulation Models --- Mathematical Models, Simulation Models. --- Hydrology. --- Hydrology - Simulation methods --- Water-supply - Simulation methods --- Computerized simulation --- Hydrologic cycle

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Computer simulation --- -Mathematics --- -Math --- Science --- Computer modeling --- Computer models --- Modeling, Computer --- Models, Computer --- Simulation, Computer --- Electromechanical analogies --- Mathematical models --- Simulation methods --- Model-integrated computing --- Study and teaching (Secondary) --- Theses --- Mathematics --- -Study and teaching (Secondary) --- Study and teaching (Secondary).

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"A bottom-up approach that enables readers to master and apply the latest techniques in state estimation This book offers the best mathematical approaches to estimating the state of a general system. The author presents state estimation theory clearly and rigorously, providing the right amount of advanced material, recent research results, and references to enable the reader to apply state estimation techniques confidently across a variety of fields in science and engineering. While there are other textbooks that treat state estimation, this one offers special features and a unique perspective and pedagogical approach that speed learning: * Straightforward, bottom-up approach begins with basic concepts and then builds step by step to more advanced topics for a clear understanding of state estimation * Simple examples and problems that require only paper and pen to solve lead to an intuitive understanding of how theory works in practice * MATLAB(r)-based source code that corresponds to examples in the book, available on the author's Web site, enables readers to recreate results and experiment with other simulation setups and parameters Armed with a solid foundation in the basics, readers are presented with a careful treatment of advanced topics, including unscented filtering, high order nonlinear filtering, particle filtering, constrained state estimation, reduced order filtering, robust Kalman filtering, and mixed Kalman/H? filtering. Problems at the end of each chapter include both written exercises and computer exercises. Written exercises focus on improving the reader's understanding of theory and key concepts, whereas computer exercises help readers apply theory to problems similar to ones they are likely to encounter in industry. With its expert blend of theory and practice, coupled with its presentation of recent research results, Optimal State Estimation is strongly recommended for undergraduate and graduate-level courses in optimal control and state estim ation theory. It also serves as a reference for engineers and science professionals across a wide array of industries."--Publisher's website.

Nonlinear systems --- Mathematical optimization --- Kalman filtering. --- Mathematical optimization. --- Nonlinear systems. --- Kalman filtering --- Optimization (Mathematics) --- Optimization techniques --- Optimization theory --- Systems optimization --- Mathematical analysis --- Maxima and minima --- Operations research --- Simulation methods --- System analysis --- Systems, Nonlinear --- System theory --- Filtering, Kalman --- Control theory --- Estimation theory --- Prediction theory --- Stochastic processes --- 51-7 --- 51-7 Mathematical studies and methods in other sciences. Scientific mathematics. Actuarial mathematics. Biometrics. Econometrics etc. --- Mathematical studies and methods in other sciences. Scientific mathematics. Actuarial mathematics. Biometrics. Econometrics etc.