Algorithmic Approach to the Equilibrium Points and Fixed Points

Iterative Methods for Equilibrium Problems, Variational Inequalities and Fixed Points

Diagonal arguments and fixed points

‎A universal schema for diagonalization was popularized by N.S‎. ‎Yanofsky (2003)‎, ‎based on a pioneering work of F.W‎. ‎Lawvere (1969)‎, ‎in which the existence of a (diagonolized-out and contradictory) object implies the existence of a fixed-point for a certain function‎. ‎It was shown that many self-referential paradoxes and diagonally proved theorems can fit in that schema‎. ‎Here‎, ‎we fi...

iterative methods for equilibrium problems, variational inequalities and fixed points

A Lagrangian Approach to Fixed Points

We present a new way to derive dissipative, optimizing dynamics from the Lagrangian formulation of mechanics. It can be used to obtain both standard and novel neural net dynamics for optimization problems. To demonstrate this we derive standard descent dynamics as well as nonstandard variants that introduce a computational attention mechanism.

Iterative algorithms for families of variational inequalities fixed points and equilibrium problems