Math 2.0

Operator theory Nonlinear operators and fixed points Theorem

Markov–Kakutani fixed-point theorem

Builds on Topological vector spaceConvex setCompact setAffine mapFixed point

Statement

Let XX be a Hausdorff topological vector space, and let K⊆XK \subseteq X be a nonempty compact convex set. Let ℱ\mathcal{F} be a family of continuous affine maps T ⁣:K→KT \colon K \to K that commute pairwise: ST=TSST = TS for all S,T∈ℱS, T \in \mathcal{F}. Then there is a point x∈Kx \in K with T(x)=xT(x) = x for every T∈ℱT \in \mathcal{F}.

Remarks

For T∈ℱT \in \mathcal{F} and n≥1n \ge 1, let AT,n=1n(I+T+⋯+Tn−1)A_{T,n} = \frac1n (I + T + \cdots + T^{n-1}), an affine map of KK into KK by convexity. If x=AT,n(y)x = A_{T,n}(y), then T(x)−x=1n(Tn(y)−y)T(x) - x = \frac1n (T^n(y) - y) lies in 1n(K−K)\frac1n(K - K). Since K−KK - K is compact, hence bounded, every point of ⋂nAT,n(K)\bigcap_n A_{T,n}(K) is a fixed point of TT, as XX is Hausdorff. Because the maps commute, the compact sets AT1,n1⋯ATk,nk(K)A_{T_1,n_1} \cdots A_{T_k,n_k}(K) lie in each ATi,ni(K)A_{T_i,n_i}(K), so the family of all AT,n(K)A_{T,n}(K) has the finite intersection property, and its intersection is nonempty.

Example: an abelian group GG acts on the weak-∗* compact convex set of means on ℓ∞(G)\ell^\infty(G) by commuting affine continuous maps. A common fixed point is an invariant mean, so GG is amenable.

The commutativity hypothesis cannot be dropped. The affine maps x↦x/2x \mapsto x/2 and x↦(x+1)/2x \mapsto (x+1)/2 of [0,1][0,1] do not commute. Their only fixed points are 00 and 11, so they have no common fixed point.

Going deeper

For a student

The theorem is the abelian prototype of the fixed point characterizations of amenability. Applied to the set of means, it shows that abelian groups are amenable; Day's fixed point theorem extends this to all amenable groups. Compared with the Kakutani fixed-point theorem for set-valued maps, it needs affine maps but allows an arbitrary commuting family.

Reading path

To understand this page from the ground up, read these 6 pages in order. The foundations come first.

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  1. Affine map concept
  2. Compact set concept
  3. Convex set concept
  4. Fixed point concept
  5. Topological vector space concept
  6. Markov–Kakutani fixed-point theorem statement

Where this leads

2 pages build on this one.

Further reading

  1. Web https://en.wikipedia.org/wiki/Markov–Kakutani_fixed-point_theorem
About this page
TagH9AFGFG4RB
URIm2://H9AFGFG4RB
Kindstatement, theorem
WritingW0 stub
MSC47H10, 46A55, 43A07
StatusThis copy of the site has no build data. Run m2 status H9AFGFG4RB.
AboutFixed point
UsesTopological vector space, Convex set, Compact set, Affine map, Fixed point
Same as
Changed3 November 2026

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