Abstract
LetK 1 andK 2 be two convex cones in some common vector space. This paper is concerned with the question of finding a ‘good’ decomposition, with respect toK 1 andK 2, of a given element of the Minkowski sumK 1 +K 2. We propose the criterion of efficiency as a measure for the quality of a decomposition. This criterion allows us to set up a framework from which a general cone decomposition theory is then derived.
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References
M.G. Arsove, “Functions representable as differences of subharmonic functions,”Transactions of the American Mathematical Society 75 (1953) 327–365.
R. Ash,Measure, Integration and Functional Analysis (Academic Press, New York, NY, 1972).
J.M. Borwein, “On the existence of Pareto efficient points,”Mathematics of Operations Research 8 (1983) 64–73.
H.W. Corley, “An existence result for maximization with respect to cones,”Journal of Optimization Theory and Applications 31 (1980) 277–281.
R. Ellaia, “Contribution à l'Analyse et l'Optimisation de Différences de Fonctions Convexes,” Thèse de 3ème Cycle, Université Paul Sabatier (Toulouse, 1984).
P. Hartman, “On functions representable as a difference of convex functions,”Pacific Journal of Mathematics 9 (1959) 707–713.
M.I. Henig, “Existence and characterization of efficient decisions with respect to cones,”Mathematical Programming 23 (1982) 111–116.
J.-B. Hiriart-Urruty, “Generalized differentiability, duality and optimization for problems dealing with differences of convex functions,” in: J. Ponstein, ed.,Convexity and Duality in Optimization (Springer, Berlin, 1985) pp. 37–70.
J.-B. Hiriart-Urruty, “Projection sur un cône convexe fermé d'un espace euclidean. Décomposition orthogonale de Moreau,”Revue de Mathématiques Spéciales 3 (1989) 147–154.
D.H. Jacobson,Extensions of Linear-Quadratic Control, Optimization and Matrix Theory (Academic Press, London, 1977).
J. Jahn,Mathematical Vector Optimization in Partially Ordered Linear Spaces (Verlag Peter Lang, Frankfurt am Main, 1986).
D.T. Luc,Theory of Vector Optimization (Springer, Berlin, 1989).
B. Margolis, “Compact, convex sets in ℝn and a new Banach Lattice (Part I — Theory),”Numerical Functional Analysis and Optimization 11 (1990) 555–576.
J.-J. Moreau, “Décomposition orthogonale d'un espace Hilbertien selon deux cônes mutuellement polaires,”Comptes Rendues de l'Academie des Sciences de Paris 225 (1962) 238–240.
J.-J. Moreau, “Proximité et dualité dans un espace Hilbertien,”Bulletin de la Societé Mathématique de France 93 (1965) 273–299.
H.H. Schaefer,Banach Lattices and Positive Operators (Springer, Berlin, 1974).
W. Stadler, “Fundamentals of multicriteria optimization,” in: W. Stadler, ed.,Multicriteria Optimization in Engineering and in the Sciences (Plenum Press, New York, NY, 1977) pp. 1–25.
A.P. Wierzbicki and S. Kurcyusz, “Projection on a cone, penalty functionals, and duality theory for problems with inequality constraints in Hilbert spaces,”SIAM Journal on Control and Optimization 15 (1977) 25–56.
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Research supported by Dirección General de Investigación Científica y Técnica (DGICYT), under project PS89-0058.
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Martínez-Legaz, J.E., Seeger, A. A general cone decomposition theory based on efficiency. Mathematical Programming 65, 1–20 (1994). https://doi.org/10.1007/BF01581687
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DOI: https://doi.org/10.1007/BF01581687