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Scientific Computation
Gaston H. GonnetRalf Scholl
出版Cambridge University Press, 2009-11-05
主題Business & Economics / E-Commerce / Small BusinessComputers / Hardware / Personal Computers / PCsComputers / Programming / GeneralLaw / CommunicationsMathematics / AppliedMathematics / Discrete MathematicsScience / GeneralScience / Physics / Mathematical & ComputationalScience / Physics / GeneralScience / Bioinformatics
ISBN05218498969780521849890
URLhttp://books.google.com.hk/books?id=aABNOtaRsIgC&hl=&source=gbs_api
EBookSAMPLE
註釋Using real-life applications, this graduate-level textbook introduces different mathematical methods of scientific computation to solve minimization problems using examples ranging from locating an aircraft, finding the best time to replace a computer, analyzing developments on the stock market, and constructing phylogenetic trees. The textbook focuses on several methods, including nonlinear least squares with confidence analysis, singular value decomposition, best basis, dynamic programming, linear programming, and various optimization procedures. Each chapter solves several realistic problems, introducing the modeling optimization techniques and simulation as required. This allows readers to see how the methods are put to use, making it easier to grasp the basic ideas. There are also worked examples, practical notes, and background materials to help the reader understand the topics covered. Interactive exercises are available at www.cambridge.org/9780521849890.