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Convex Analysis and Optimization
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CC BY-NC-SA
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This course will focus on fundamental subjects in convexity, duality, and convex optimization algorithms. The aim is to develop the core analytical and algorithmic issues of continuous optimization, duality, and saddle point theory using a handful of unifying principles that can be easily visualized and readily understood.

Subject:
Applied Science
Computer Science
Engineering
Mathematics
Material Type:
Full Course
Provider:
MIT
Provider Set:
MIT OpenCourseWare
Author:
Bertsekas, Dimitri
Date Added:
02/01/2012
Dynamical Systems
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CC BY-NC-SA
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This book addresses the following topics: Iterations and fixed points; bifurcations; conjugacy; space and time averages; the contraction fixed point theorem; Hutchinson's theorem and fractal images; hyperbolicity; and symbolic dynamics. 151 page pdf file.

Subject:
Mathematics
Material Type:
Textbook
Provider:
Harvard University
Provider Set:
Harvard University Mathematics Department
Author:
Shlomo Sternberg
Date Added:
02/16/2011