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- mat-258a - numerical-optimization
University of California-Davis Course Info
Davis, California•
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Course Info
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MAT 258A
Numerical Optimization
Numerical methods for infinite dimensional optimization problems. Newton and Quasi-Newton methods, linear and sequential quadratic programming, barrier methods; large-scale optimization; theory of approximations; infinite and semi-infinite programming; applications to optimal control, stochastic optimization and distributed systems.
Units: 4.0
Hours: Lecture—3 hour(s); Term Paper/Discussion—1 hour(s).
Prerequisites:
MAT 167 - Applied Linear Algebra
and
MAT 025 - Advanced Calculus