Matrix analysis
Classroom Note: Hoffman's Circle Untangled
SIAM Review
Accuracy and Stability of Numerical Algorithms
Accuracy and Stability of Numerical Algorithms
Cycling in linear programming problems
Computers and Operations Research
Mathematical Programming: Series A and B
Systematic construction of examples for cycling in the simplex method
Computers and Operations Research
On the Newton Method for the Matrix Pth Root
SIAM Journal on Matrix Analysis and Applications
On Hoffman's celebrated cycling LP example
Computers and Operations Research
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We study a particular class of cycling examples for the simplex algorithm which is characterized by a permutation structure, i.e. after a few iterations the simplex tableau is a column permutation of the initial tableau. Developing some matrix theory, among others, we formulate necessary and sufficient conditions, characterizing cycling examples with this structure and give some numerical examples. Hoffman's cycling example [Hoffman AJ. Cycling in the simplex algorithm. Report 2974, Washington DC: National Bureau of Standards; 1953] turns out to be a special member of this class. The answers on some related questions, studied very recently in Guerrero-Garcia and Santos-Palomo [On Hoffman's celebrated cycling LP example. Computers & Operations Research, to appear] can be easily obtained in terms of the general framework.