Solution Branching in Partitioning Problems

Project Description

A given amount of stock is to be distributed onto a homogeneous group of consumers. Each of the consumers rates their benefit with the same profit function. We ask for the optimal total profit and the structure of the best distribution. In 1920, the economist DALTON formulated principles on the distribution of incomes. He has proposed convex criterions to mesure its quality, so that the uniformal distribution is the best one. We consider non-convex rating criterions and study the following parametric problem:

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with tex2html_wrap_inline54, f continuous and sufficiently smooth.

The goal function tex2html_wrap_inline58 is symmetric w.r.t. permutations of the variables, the symmetric partition (uniformal distribution) tex2html_wrap_inline60 is a stationary solution of this problem. We investigate the structure of the global minimum tex2html_wrap_inline62 in dependence on the linking parameter c for strictly convex-concave functions f. Under some additional conditions on f, a branching between symmetric and non-symmetric sructures can be described. Certain convexity defect mesures contribute to an explanation of this phenomenon.

Following examples belong to this class of problems:

The below represented figure demonstrates solution structures for the first example. Optimal triple are vertically illustreted.

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Figure: Triple of circular inpolyeders