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Published by: Massachusetts Institute of Technology | Language: English
Published by: Massachusetts Institute of Technology | Language: English
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This course studies basic optimization and the principles of optimal control. It considers deterministic and stochastic problems for both discrete and continuous systems. The course covers solution methods including numerical search algorithms, model predictive control, dynamic programming, variational calculus, and approaches based on Pont
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Tag(s):
- aeronautics and astronautics
- nonlinear optimization
- dynamic programming
- hjb equation
- calculus of variations
- constrained optimal control
- singular arcs
- stochastic optimal control
- lqg robustness
- feedback control systems
- model predictive control
- line search methods
- lagrange multipliers
- discrete lqr
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Published by: Massachusetts Institute of Technology | Language: English
Published by: Massachusetts Institute of Technology | Language: English
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This course provides a review of linear algebra, including applications to networks, structures, and estimation, Lagrange multipliers. Also covered are: differential equations of equilibrium; Laplace's equation and potential flow; boundary-value problems; minimum principles and calculus of variations; Fourier series; discrete Fourier transf
Author(s):
Tag(s):
- mathematics
- linear algebra
- networks
- lagrange multipliers
- differential equations of equilibrium
- laplace's equation
- potential flow
- boundary-value problems
- fourier series
- discrete fourier transform
- convolution
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Published by: Massachusetts Institute of Technology | Language: English
Published by: Massachusetts Institute of Technology | Language: English
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One objective of 15.066J is to introduce modeling, optimization and simulation, as it applies to the study and analysis of manufacturing systems for decision support. The introduction of optimization models and algorithms provide a framework to think about a wide range of issues that arise in manufacturing systems. The second objective is t
Author(s):
Tag(s):
- management
- modeling
- optimization
- simulation
- manufacturing systems
- decision making
- decision support
- probabilistic simulation
- designing manufacturing systems
- operations management
- linear programming
- sensitivity analysis
- network flow problems
- non-linear programming
- lagrange multipliers
- integer programming
- discrete-event simulation
- heurist
3 results found.
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