Decomposition approaches to integration without a measure

Extending the idea of Even and Lehrer (2014) 3, we discuss a general approach to integration based on a given decomposition system equipped with a weighting function, and a decomposition of the integrated function. We distinguish two type of decompositions: sub-decomposition based integrals (in economics linked with optimization problems to maximize the possible profit) and super-decomposition based integrals (linked with costs minimization). We provide several examples (both theoretical and realistic) to stress that our approach generalizes that of Even and Lehrer (2014) 3 and also covers problems of linear programming and combinatorial optimization. Finally, we introduce some new types of integrals related to optimization tasks.

[1]  D. Schmeidler Integral representation without additivity , 1986 .

[2]  R. Mesiar,et al.  Aggregation Functions (Encyclopedia of Mathematics and its Applications) , 2009 .

[3]  Ehud Lehrer,et al.  A New Integral for Capacities , 2005 .

[4]  Radko Mesiar,et al.  Superadditive and subadditive transformations of integrals and aggregation functions , 2016, Fuzzy Sets Syst..

[5]  G. Choquet Theory of capacities , 1954 .

[6]  Radko Mesiar,et al.  Triangular Norms , 2000, Trends in Logic.

[7]  Radko Mesiar,et al.  Decomposition integrals , 2013, Int. J. Approx. Reason..

[8]  Hans Kellerer,et al.  Knapsack problems , 2004 .

[9]  Ehud Lehrer,et al.  Decomposition-integral: unifying Choquet and the concave integrals , 2014 .

[10]  M. J. Frank On the simultaneous associativity ofF(x, y) andx+y−F(x, y) , 1978 .

[11]  David Schmeidleis SUBJECTIVE PROBABILITY AND EXPECTED UTILITY WITHOUT ADDITIVITY , 1989 .

[12]  Salvatore Greco,et al.  The Choquet integral with respect to a level dependent capacity , 2011, Fuzzy Sets Syst..

[13]  M. Sugeno,et al.  Pseudo-additive measures and integrals , 1987 .

[14]  R. Mesiar,et al.  Aggregation Functions: Aggregation on ordinal scales , 2009 .

[15]  R. Aumann INTEGRALS OF SET-VALUED FUNCTIONS , 1965 .

[16]  N. Shilkret Maxitive measure and integration , 1971 .

[17]  R. Mesiar,et al.  ”Aggregation Functions”, Cambridge University Press , 2008, 2008 6th International Symposium on Intelligent Systems and Informatics.

[18]  M. J. Frank On the simultaneous associativity of F(x, y) and x+y-F(x, y). (Short Communication). , 1978 .

[19]  M. J. Frank On the simultaneous associativity ofF(x,y) andx +y -F(x,y) , 1979 .

[20]  Jun Li,et al.  Superdecomposition integrals , 2015, Fuzzy Sets Syst..