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A finite algorithm for finding the projection of a point onto the canonical simplex of ∝n

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Abstract

An algorithm of successive location of the solution is developed for the problem of finding the projection of a point onto the canonical simplex in the Euclidean space ℝn. This algorithm converges in a finite number of steps. Each iteration consists in finding the projection of a point onto an affine subspace and requires only explicit and very simple computations.

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References

  1. Rosen, J. B.,The Gradient Projection Method of Nonlinear Programming, Part 1, Linear Constraints, SIAM Journal on Applied Mathematics, Vol. 8, pp. 181–217, 1960.

    Google Scholar 

  2. Rosen, J. B.,The Gradient Projection Method of Nonlinear Programming, Part 2, Nonlinear Constraints, SIAM Journal on Applied Mathematics, Vol. 9, pp. 414–432, 1961.

    Google Scholar 

  3. Fiacco, A. V., andMcCormick, G. P.,Nonlinear Programming: Sequential Unconstrained Minimization Techniques, John Wiley and Sons, New York, New York, 1968.

    Google Scholar 

  4. Bazaraa, M. S., Goode, J. J., andRardin, R. L.,An Algorithm for Finding the Shortest Element of a Polyhedral Set with Application to Lagrangian Duality, Journal of Mathematical Analysis and Applications, Vol. 65, pp. 278–288, 1978.

    Google Scholar 

  5. Golub, G. H., andSaunders, M. A.,Linear Least Squares and Quadratic Programming, Integer and Nonlinear Programming, Edited by J. Abadie, North-Holland, Amsterdam, Holland, 1970.

    Google Scholar 

  6. Mifflin, R.,A Stable Method for Solving Certain Constrained Least Squares Problems, Mathematical Programming, Vol. 16, pp. 141–158, 1979.

    Google Scholar 

  7. Wolfe, P.,Algorithm for a Least-Distance Programming Problem, Mathematical Programming Studies, Vol. 1, pp. 190–205, 1974.

    Google Scholar 

  8. Wolfe, P.,Finding the Nearest Point in a Polytope, Mathematical Programming, Vol. 11, pp. 128–149, 1976.

    Google Scholar 

  9. Rockafellar, R. T.,Convex Analysis, Princeton University Press, Princeton, New Jersey, 1970.

    Google Scholar 

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Communicated by A. V. Fiacco

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Michelot, C. A finite algorithm for finding the projection of a point onto the canonical simplex of ∝n . J Optim Theory Appl 50, 195–200 (1986). https://doi.org/10.1007/BF00938486

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