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This textbook provides and introduction to numerical computing and its applications in science and engineering.  The topics covered include those usually found in an introductory course, as well as those that arise in data analysis.  This includes optimization and regression based methods using a singular value decomposition.  The emphasis is on problem solving, and there are numerous exercises throughout the text concerning applications in engineering and science.  The essential role of the mathematical theory underlying the methods is also considered, both for understanding how the method works, as well as how the error in the computation depends on the method being used.  The MATLAB codes used to produce most of the figures and data tables in the text are available on the author’s website and SpringerLink.

Mathematics. --- Partial differential equations. --- Computer mathematics. --- Mathematical optimization. --- Computational Science and Engineering. --- Optimization. --- Partial Differential Equations. --- Optimization (Mathematics) --- Optimization techniques --- Optimization theory --- Systems optimization --- Computer mathematics --- Discrete mathematics --- Electronic data processing --- Partial differential equations --- Math --- Mathematics --- Computer science. --- Differential equations, partial. --- Mathematical analysis --- Maxima and minima --- Operations research --- Simulation methods --- System analysis --- Informatics --- Science --- Data processing.

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This textbook provides and introduction to numerical computing and its applications in science and engineering. The topics covered include those usually found in an introductory course, as well as those that arise in data analysis. This includes optimization and regression based methods using a singular value decomposition. The emphasis is on problem solving, and there are numerous exercises throughout the text concerning applications in engineering and science. The essential role of the mathematical theory underlying the methods is also considered, both for understanding how the method works, as well as how the error in the computation depends on the method being used. The MATLAB codes used to produce most of the figures and data tables in the text are available on the author’s website and SpringerLink.

Partial differential equations --- Numerical methods of optimisation --- Operational research. Game theory --- Mathematics --- Computer science --- Computer. Automation --- Matlab (informatica) --- differentiaalvergelijkingen --- automatisering --- computers --- informatica --- wiskunde --- gegevensanalyse --- informaticaonderzoek

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Administración.. --- Success in business.. --- Management.

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This book constitutes the refereed proceedings of the Fourth Computer Games Workshop, CGW 2015, and the Fourth Workshop on General Intelligence in Game-Playing Agents, GIGA 2015, held in conjunction with the 24th International Conference on Artificial Intelligence, IJCAI 2015, Buenos Aires, Argentina, in July 2015. The 12 revised full papers presented were carefully reviewed and selected from 27 submissions. The papers address all aspects of artificial intelligence and computer game playing. They discuss topics such as Monte-Carlo methods; heuristic search; board games; card games; video games; perfect and imperfect information games; puzzles and single player games; multi-player games; combinatorial game theory; applications; computational creativity; computational game theory; evaluation and analysis; game design; knowledge representation; machine learning; multi-agent systems; opponent modeling; planning; reasoning; search.

Computer science. --- Computers. --- Computer science --- Artificial intelligence. --- Personal computers. --- Computer Science. --- Artificial Intelligence (incl. Robotics). --- Personal Computing. --- Mathematics of Computing. --- Theory of Computation. --- Mathematics. --- Home computers --- Micro computers --- Micros (Microcomputers) --- PCs (Microcomputers) --- Personal computers --- Small computers --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Computer mathematics --- Discrete mathematics --- Electronic data processing --- Automatic computers --- Automatic data processors --- Computer hardware --- Computing machines (Computers) --- Electronic calculating-machines --- Electronic computers --- Hardware, Computer --- Informatics --- Mathematics --- Minicomputers --- Bionics --- Cognitive science --- Digital computer simulation --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Computer systems --- Cybernetics --- Calculators --- Cyberspace --- Science --- Information theory. --- Artificial Intelligence. --- Communication theory --- Communication --- Computer games --- Artificial intelligence --- Programming --- Application software --- Electronic games --- Computer science—Mathematics.