
Videos and all other materials are copyright 2021 Matthias Köppe and shared as Open Educational Resources subject to the Creative Commons AttributionShareAlike 3.0 Unported (CC BYSA 3.0)…


ECS 153 Spring 2021. Computer Security. This is the first discussion section of the week of April 26. The video begins at 2:21 from the beginning.


Dealing with initialization and degeneracy






Determining the dimension of the face induced by a valid inequality for the stable set problem: Cycle inequality, lifted cycle inequality, clique inequality, edge inequality. notes20201207.pdfThe…


Structure of the nodearc incidence matrix, rank deficiency. Generalizing the classic transportation problem to transportation problems with transshipment nodes, and to general (single commodity)…


Linear optimization problems in standard form. Linear algebra review: Rank of a matrix. Introducing slack variables. Dictionary, basic and nonbasic variables, basic solution. notes20201012.pdf …


Multi Criteria Analysis Evaluation Methods


BIS180L Lecture introducing correlation and mutual rank gene expression networks.


05/12 presentation by Venkat Chandrasekaran (Caltech)Title: Fitting Convex Sets to DataAbstract: A number of problems in signal processing may be viewed conceptually as fitting a convex set to data.…


