Lectures related to The Science of Computation and Communication

Compares random and symmetrical graph coloring in terms of cluster colorability and equilibrium.

Explores the Asset Selling Problem to maximize long-term reward without a deadline.

Covers Dijkstra's algorithm and its application to the all-pairs shortest path problem.

Explores constraints, efficiency, and complexity in linear algebra, emphasizing convexity and worst-case complexity in algorithm analysis.

Explores algorithm complexity, big-O notation, induction, recursion, and analysis of running times, covering NP problems and complexity classes.

Explores algorithmic complexity, comparing growth rates using Theta notation and characterizing different complexity classes.

Covers the time complexity of algorithms and includes a quiz.

Explores algorithm complexity, time complexity estimation, Landau notations, and asymptotic behavior analysis.