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From the derived and proved convergence criteria, such an optimal D matrix also guarantees the convergence of algorithms.
Kozlowski [8] proved convergence to a fixed point of some iterative algorithms applied to asymptotic pointwise mappings in Banach spaces.
where is a sequence of nonexpansive mappings in a Hilbert space, under certain conditions, they proved convergence of (1.9) essentially in a finite-dimensional Hilbert space.
Also, many authors have proved convergence theorems under the assumption that these operators have bounded range (see, e.g., Browder and Petryshyn [9], Hirano and Huang [10] and the references contained therein).
Twenty years later, Cheng [3] drew renewed attention to the algorithm by pointing out that the mode seeking process of the procedure is basically a hill climbing method, for which he also proved convergence.
We have proved convergence and consensus for the two-agent case and we have analytically shown that the consensus belief is simply the arithmetic mean of agents' initial opinions.
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We also prove convergence theorems.
So proving convergence for (phi _n) is equivalent to proving convergence for (psi _n).
Moreover, we prove convergence theorems with estimates of convergence rates.
First we prove convergence of the corresponding Dirichlet forms.
We also prove convergence theorems to a fixed point.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com