Algorithms for Multidimensional Frontier Visualization Based on Optimization Methods Using Distributed Computations

نویسندگان

  • Alexander P. Afanasiev
  • Vladimir E. Krivonozhko
  • Andrey V. Lychev
  • Oleg V. Sukhoroslov
چکیده

In data envelopment analysis, methods for constructing sections of the frontier have been recently proposed to visualize the production possibility set. The aim of this paper is to develop, prove and test the methods for the visualization of production possibility sets using distributed computations. In this article a general scheme of the algorithm for constructing sections (visualization) of production possibility set is proposed. An algorithm for constructing a generalized production function is described in detail. Also, the possibilities of implementing certain schemes in a distributed computing environment are considered.

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تاریخ انتشار 2017