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CAAM 471: Intro To Linear/Integer Prog.
3.00 Credits
Rice University
Linear and integer programming involve formulating and solving fundamental optimization models widely used in practice. This course introduces the basic theory, algorithms, and software of linear and integer programming. Topics studied in the linear programming part include polyhedron concepts, simplex methods, duality, sensitivity analysis and decomposition techniques. Building on linear programming, the second part of this course introduces modeling with integer variables and solution methodologies in integer programming including branch-and-bound and cutting-plane techniques. This course will provide a basis for further studies in convex and combinatorial optimization. Credit may not be recieved for both CAAM 471 and CAAM 571.
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CAAM 471 - Intro To Linear/Integer Prog.
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CAAM 491: Independent Study
1.00 - 6.00 Credits
Rice University
No course description available.
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CAAM 491 - Independent Study
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CAAM 496: Senior Design Project Ii
2.00 - 3.00 Credits
Rice University
Continuation of CAAM 495. Seminars focus on the presentation of results from design groups and provide guidance on the composition of a substantial project report.
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CAAM 496 - Senior Design Project Ii
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CAAM 499: Math Sciences Vigre Seminar
1.00 - 6.00 Credits
Rice University
This course prepares a student for research in the mathematical sciences on a specific topic. Each section is dedicated to a different topic. Current topics include neuronal nets of the hippo campus, physics of strings, optimization algorithms, and combinatorial optimization. The topics may vary each semester.
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CAAM 499 - Math Sciences Vigre Seminar
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CAAM 502: Analysis Ii
3.00 Credits
Rice University
This course covers the same lecture material as CAAM 402, but fosters greater theoretical sophistication through more challenging problem sets and exams. Credit may not be received for both CAAM 402 and CAAM 502.
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CAAM 502 - Analysis Ii
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CAAM 554: Numerical Analysis Ii
3.00 Credits
Rice University
This course covers the same lecture material as CAAM 454, but fosters greater theoretical sophistication through more challenging problem sets and exams. Credit may not be received for both CAAM 454 and CAAM 554.
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CAAM 554 - Numerical Analysis Ii
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CAAM 571: Intro To Linear/Integer Prog.
3.00 Credits
Rice University
This course covers the same lecture material as CAAM 471, but fosters greater theoretical sophistication through more challenging problem sets and exams. Credit may not be received for both CAAM 471 and CAAM 571.
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CAAM 571 - Intro To Linear/Integer Prog.
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CAAM 591: Independent Study
1.00 - 15.00 Credits
Rice University
No course description available.
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CAAM 591 - Independent Study
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CAAM 600: Thesis Writing
3.00 Credits
Rice University
Assists the student in preparation of the CAAM MA/PhD thesis and in other writing projects. Structure of a scientific paper, effective approaches to technical writing, building literature review, results, and discussion sections, how to write a good abstract, oral presentation skills. Prerequisite: Advisor approval of topic and consent of the instructor(s).
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CAAM 600 - Thesis Writing
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CAAM 651: Topics In Num Linear Algebra
1.00 - 3.00 Credits
Rice University
Selected topics will vary depending on instructor and student interests. Derivation and analysis of Krylov and subspace iteration methods for large eigenvalue problems (Lanczos, Arnoldi, Jacobi-Davidson algorithms); preconditioning for linear systems and eigenvalue problems (incomplete LU, domain decomposition, multigrid); convergence analysis including potential theory and pseudospectra. Applications: regularization of discrete inverse problems; dimension reduction for large dynamical control systems; effects on non-normality on behavior of dynamical systems and iterative processes.
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CAAM 651 - Topics In Num Linear Algebra
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