2.086 Numerical Computation for Mechanical Engineers, Spring 2012

Author(s)
Patera, Anthony; Penn, James Douglass; Yano, Masayuki
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Alternative title
Numerical Computation for Mechanical Engineers
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Abstract
This class introduces elementary programming concepts including variable types, data structures, and flow control. After an introduction to linear algebra and probability, it covers numerical methods relevant to mechanical engineering, including approximation (interpolation, least squares and statistical regression), integration, solution of linear and nonlinear equations, ordinary differential equations, and deterministic and probabilistic approaches. Examples are drawn from mechanical engineering disciplines, in particular from robotics, dynamics, and structural analysis. Assignments require MATLAB® programming.
Date issued
2012-06
URI
http://hdl.handle.net/1721.1/80350
Department
Massachusetts Institute of Technology. Department of Mechanical Engineering
Other identifiers
2.086-Spring2012
local: 2.086
local: IMSCP-MD5-8fca9b834a4d67663c99f1426e5c3d80
Keywords
MATLAB, numerical analysis, programming, physical modeling, calculus, linear algebra, Monte Carlo Method, differential equations, nonlinear systems
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