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CS 555: Computability & Complexity
3.00 Credits
Southern Illinois University Carbondale
Turing machines and other models of computation. Computable functions. Church's thesis. Solvable and unsolvable problems. Introduction to complexity theory including the classes P and NP. Polynomial time approximation algorithms for NP-complete problems. Prerequisite: CS 451.
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CS 555 - Computability & Complexity
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CS 570A: Operations Res-Netflows
3.00 - 9.00 Credits
Southern Illinois University Carbondale
Builds on network and generalized network models for the transportation, transshipment, assignment, shortest path, and maximal flow. Prerequisite: CS 472 or Mathematics 472.
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CS 570A - Operations Res-Netflows
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CS 570B: Operations Res-Compt Sim
3.00 - 9.00 Credits
Southern Illinois University Carbondale
Review of GPSS. Advanced topics in GPSS. Generation of random variates. Validation, parametric, and nonparametric tests. Design of experiments, optimization, parameter tuning. Analysis of variance, spectral analysis, and variance reduction. Prerequisite: CS 470 and Mathematics 480 or 483.
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CS 570B - Operations Res-Compt Sim
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CS 570C: Operations Res-Line Prog
3.00 - 9.00 Credits
Southern Illinois University Carbondale
Advanced L.P. Techniques for sparge matrices and reinversion routines. Prerequisite: CS 472 or Mathematics 472.
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CS 570C - Operations Res-Line Prog
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CS 570D: Operate Res-Nonline Prog
3.00 - 9.00 Credits
Southern Illinois University Carbondale
Integer programming with branch and bound and cutting plane methods for solving integer-programming problems. Basic dynamic programming with emphasis on the methods and applications. Prerequisite: CS 472 or Mathematics 472.
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CS 570D - Operate Res-Nonline Prog
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CS 572: Adv Topics in Num Analysis
1.00 - 12.00 Credits
Southern Illinois University Carbondale
Selected advanced topics in Numerical Analysis chosen from such areas as: approximation theory; spline theory; special functions; wavelets; numerical solution of initial value problems; numerical solution of boundary value problems; numerical linear algebra; numerical methods of optimization; and functional analytic methods. Special approval needed from the instructor.
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CS 572 - Adv Topics in Num Analysis
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CS 585: Adv Top in Computer Graphics
3.00 Credits
Southern Illinois University Carbondale
Study of computer graphics for realistic image synthesis. Object modeling and associated date structures. Advanced rendering techniques such as raytracing and radiosity. Efficiency considerations. Image composition and compression. Current advances and research problems in realistic computer graphics. Prerequisite: CS 485.
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CS 585 - Adv Top in Computer Graphics
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CS 586: Pattern Recognitn & Image Pro
3.00 Credits
Southern Illinois University Carbondale
An introduction to the area of computer vision for the purpose of restoration, segmentation, encoding, analysis and recognition of pictures. Topics include: image transforms, edge detection, smoothing, filtering, pseudo-coloring, syntactic methods in scene analysis, parametric decision theory, non-parametric decision theory, linear discriminant functions, parameter estimation, supervised learning and unsupervised learning. Prerequisite: CS 220 and Mathematics 380 or consent of instructor.
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CS 586 - Pattern Recognitn & Image Pro
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CS 590: Readings
1.00 - 6.00 Credits
Southern Illinois University Carbondale
Supervised readings in selected subjects. Graded S/U only. Special approval needed from the instructor and department.
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CS 590 - Readings
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CS 591: Special Topics
1.00 - 3.00 Credits
Southern Illinois University Carbondale
Selected advanced topics from the various fields of computer science. Special approval needed from the instructor.
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CS 591 - Special Topics
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