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Let $V$ be a vector space over a field $F$ and let $f$ be a function from $V$ to the interval $I:=[0,1]$ satisfying the condition that for any $a \in I$ the set $V_a:=\{v \in V | f(v) \ge a\}$ is a subspace of $V$.

Then I believe that there exists a basis $(\alpha_i)_{i\in \Omega}$ satisfying the following:

By definition each vector $b \in V$ is representable as a linear combination of some vectors of that basis, for example, $b = t_1 \alpha_{k_1} + t_2 \alpha_{k_2} + ... + t_j \alpha_{k_j} $ where $t_i$ are nonzero. Then we would have $f(b) = \min \{f(\alpha_{k_1}), ... , f(\alpha_{k_j}) \}$.

May you help me to prove (or disprove!) that statement? Thank you. More info is in the comment.

tom_a2
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  • Additional Info:
    1. I have been able to prove it in the case $V$ is finite-dimension.

    2. The question is inspired by Problem 108, Chapter 3 of "The Linear Algebra a Graduate Student Ought to Know", Third Editon. There I know that it may be related to fuzzy subspaces, fuzzy sets, ...

    – tom_a2 Jul 28 '13 at 15:22

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