The mixture-space theorem, proved by Israel Nathan Herstein and John Milnor in 1953, is a utility-representation theorem in microeconomic and decision theory showing that a preference relation defined over a general mixture space, one satisfying axioms of completeness, independence and mixture continuity, can be represented by a utility function that is linear with respect to the space's mixture structure. Herstein and Milnor's paper both introduced the formal definition of a mixture space and proved the theorem for it, generalizing both the von Neumann-Morgenstern expected-utility theorem and the standard utility-representation theorems used for ordinary consumer preferences.
Facts
StatementA utility-representation theorem for preferences defined over general mixture spaces. 1 Classification
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Entity-backed identity for the statement-form enum value this theorem already carries, resolved to a mathematics concept by an explicit value-to-entity map (phase 3 bucket conversion, docs\design_entity_backed_browse_buckets_20260928.md). The statement-form fact itself stays on the theorem unchanged.
Sources
1. Mixture-space theorem - Wikipedia
Intro, first sentence
utility-representation theorem for preferences defined over general mixture spaces.
Intro, third sentence
It was first proven by Israel Nathan Herstein and John Milnor in 1953
References
An Axiomatic Approach to Measurable Utility. Econometrica. 21 (2): 291-297. (1953).
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