Abstract
A theory of decomposition “by substitution” for multi-linear (i.e. multi-affine) functions is presented. A representation theorem for such functions is shown to be given by a Moebius inversion formula. The concept of autonomous sets of variables (a “linear separability” of some kind, also known as “generalized utility independence”) captures the decomposition possibilities of a multi-linear function. Their entirety can be hierarchically represented by a so-called composition tree. Distinguished, strong forms of decompositions are shown to be given by multiplicative or additive functions. Important applications to the theories of multi-attribute expected-utilitv functions, switching circuits and cooperative n-person games are outlined.
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© 1987 Springer-Verlag Berlin Heidelberg
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von Stengel, B. (1987). Substitution Decomposition of Multilinear Functions with Applications to Utility and Game Theory. In: Isermann, H., Merle, G., Rieder, U., Schmidt, R., Streitferdt, L. (eds) DGOR. Operations Research Proceedings 1986, vol 1986. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-72557-9_95
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DOI: https://doi.org/10.1007/978-3-642-72557-9_95
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-17612-1
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