Math 2.0

Integral transforms, operational calculus Moment problems Problem

Hamburger moment problem

Builds on MeasureSequenceMomentPositive semidefinite matrix

Problem

Let (mn)n≥0(m_n)_{n \ge 0} be a sequence of real numbers. Decide whether there is a positive Borel measure μ\mu on the real line ℝ\R such that xnx^n is μ\mu-integrable and mn=∫ℝxn dμ(x)for all n≥0.m_n = \int_{\R} x^n \, d\mu(x) \quad \text{for all } n \ge 0. The numbers mnm_n are then the moments of μ\mu.

Remarks

The existence question is solved. Hamburger proved that such a measure exists if and only if, for every n≥0n \ge 0, the Hankel matrix (mj+k)j,k=0n(m_{j+k})_{j,k=0}^{n} is positive semidefinite. Equivalently, ∑j,k=0nmj+kcjck≥0\sum_{j,k=0}^{n} m_{j+k} c_j c_k \ge 0 for all nn and all real numbers c0,…,cnc_0, \ldots, c_n, since this sum is ∫(∑jcjxj)2dμ\int \left( \sum_j c_j x^j \right)^2 d\mu when μ\mu exists. Unlike the Hausdorff moment problem on [0,1][0, 1], the measure need not be unique. The moment problem is called determinate when it is unique. Carleman's condition ∑n≥1m2n−1/(2n)=∞\sum_{n \ge 1} m_{2n}^{-1/(2n)} = \infty is sufficient for uniqueness. The moments of the standard normal distribution satisfy it, so that distribution is determined by its moments. The log-normal distribution is a classical example whose moments do not determine it.

Reading path

To understand this page from the ground up, read these 5 pages in order. The foundations come first.

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  1. Measure concept
  2. Moment concept
  3. Positive semidefinite matrix concept
  4. Sequence concept
  5. Hamburger moment problem problem

Further reading

  1. Web https://en.wikipedia.org/wiki/Hamburger_moment_problem
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Changed2 November 2026

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