Chebyshev function
In mathematics, the Chebyshev function is either a scalarising function (Tchebycheff function) or one of two related functions. The first Chebyshev function ϑ (x) or θ (x) is given by
![](../I/ChebyshevPsi.png.webp)
![](../I/Chebyshev.svg.png.webp)
![](../I/Chebyshev-big.svg.png.webp)
where denotes the natural logarithm, with the sum extending over all prime numbers p that are less than or equal to x.
The second Chebyshev function ψ (x) is defined similarly, with the sum extending over all prime powers not exceeding x
where Λ is the von Mangoldt function. The Chebyshev functions, especially the second one ψ (x), are often used in proofs related to prime numbers, because it is typically simpler to work with them than with the prime-counting function, π (x) (see the exact formula below.) Both Chebyshev functions are asymptotic to x, a statement equivalent to the prime number theorem.
Tchebycheff function, Chebyshev utility function, or weighted Tchebycheff scalarizing function is used when one has several functions to be minimized and one wants to "scalarize" them to a single function:
By minimizing this function for different values of , one obtains every point on a Pareto front, even in the nonconvex parts.[1] Often the functions to be minimized are not but for some scalars . Then [2]
All three functions are named in honour of Pafnuty Chebyshev.
Relationships
The second Chebyshev function can be seen to be related to the first by writing it as
where k is the unique integer such that p k ≤ x and x < p k + 1. The values of k are given in OEIS: A206722. A more direct relationship is given by
Note that this last sum has only a finite number of non-vanishing terms, as
The second Chebyshev function is the logarithm of the least common multiple of the integers from 1 to n.
Values of lcm(1, 2, ..., n) for the integer variable n are given at OEIS: A003418.
Relationships between and
Source:[3]
The following theorem relates the two quotients and .
Theorem: For , we have
Note: This inequality implies that
In other words, if one of the or tends to a limit then so does the other, and the two limits are equal.
Proof: Since , we find that
But from the definition of we have the trivial inequality
so
Lastly, divide by to obtain the inequality in the theorem.
Asymptotics and bounds
The following bounds are known for the Chebyshev functions: (in these formulas pk is the kth prime number; p1 = 2, p2 = 3, etc.)
Furthermore, under the Riemann hypothesis,
for any ε > 0.
Upper bounds exist for both ϑ (x) and ψ (x) such that[4]
for any x > 0.
An explanation of the constant 1.03883 is given at OEIS: A206431.
The exact formula
In 1895, Hans Carl Friedrich von Mangoldt proved an explicit expression for ψ (x) as a sum over the nontrivial zeros of the Riemann zeta function:
(The numerical value of ζ′ (0)/ζ (0) is log(2π).) Here ρ runs over the nontrivial zeros of the zeta function, and ψ0 is the same as ψ, except that at its jump discontinuities (the prime powers) it takes the value halfway between the values to the left and the right:
From the Taylor series for the logarithm, the last term in the explicit formula can be understood as a summation of xω/ω over the trivial zeros of the zeta function, ω = −2, −4, −6, ..., i.e.
Similarly, the first term, x = x1/1, corresponds to the simple pole of the zeta function at 1. It being a pole rather than a zero accounts for the opposite sign of the term.
Properties
A theorem due to Erhard Schmidt states that, for some explicit positive constant K, there are infinitely many natural numbers x such that
and infinitely many natural numbers x such that
In little-o notation, one may write the above as
Hardy and Littlewood prove the stronger result, that
Relation to primorials
The first Chebyshev function is the logarithm of the primorial of x, denoted x #:
This proves that the primorial x # is asymptotically equal to e(1 + o(1))x, where "o" is the little-o notation (see big O notation) and together with the prime number theorem establishes the asymptotic behavior of pn #.
Relation to the prime-counting function
The Chebyshev function can be related to the prime-counting function as follows. Define
Then
The transition from Π to the prime-counting function, π, is made through the equation
Certainly π (x) ≤ x, so for the sake of approximation, this last relation can be recast in the form
The Riemann hypothesis
The Riemann hypothesis states that all nontrivial zeros of the zeta function have real part 1/2. In this case, |x ρ| = √x, and it can be shown that
By the above, this implies
Good evidence that the hypothesis could be true comes from the fact proposed by Alain Connes and others, that if we differentiate the von Mangoldt formula with respect to x we get x = e u. Manipulating, we have the "Trace formula" for the exponential of the Hamiltonian operator satisfying
and
where the "trigonometric sum" can be considered to be the trace of the operator (statistical mechanics) e iuĤ, which is only true if ρ = 1/2 + iE(n).
Using the semiclassical approach the potential of H = T + V satisfies:
with Z (u) → 0 as u → ∞.
solution to this nonlinear integral equation can be obtained (among others) by
in order to obtain the inverse of the potential:
Smoothing function
![](../I/Chebyshev-smooth.svg.png.webp)
The smoothing function is defined as
Obviously
Notes
- Joshua Knowles (2 May 2014). "Multiobjective Optimization Concepts, Algorithms and Performance Measures" (PDF). The University of Manchester. p. 34.
- Ho-Huu, V.; Hartjes, S.; Visser, H. G.; Curran, R. (2018). "An improved MOEA/D algorithm for bi-objective optimization problems with complex Pareto fronts and its application to structural optimization" (PDF). Delft University of Technology. Page 6 equation (2). doi:10.1016/j.eswa.2017.09.051.
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(help)CS1 maint: multiple names: authors list (link) - Apostol, Tom M. (2010). Introduction to Analytic Number Theory. Springer. pp. 75–76.
- Rosser, J. Barkley; Schoenfeld, Lowell (1962). "Approximate formulas for some functions of prime numbers". Illinois J. Math. 6: 64–94.
- ^ Pierre Dusart, "Estimates of some functions over primes without R.H.". arXiv:1002.0442
- ^ Pierre Dusart, "Sharper bounds for ψ, θ, π, pk", Rapport de recherche no. 1998-06, Université de Limoges. An abbreviated version appeared as "The kth prime is greater than k(log k + log log k − 1) for k ≥ 2", Mathematics of Computation, Vol. 68, No. 225 (1999), pp. 411–415.
- ^ Erhard Schmidt, "Über die Anzahl der Primzahlen unter gegebener Grenze", Mathematische Annalen, 57 (1903), pp. 195–204.
- ^ G .H. Hardy and J. E. Littlewood, "Contributions to the Theory of the Riemann Zeta-Function and the Theory of the Distribution of Primes", Acta Mathematica, 41 (1916) pp. 119–196.
- ^ Davenport, Harold (2000). In Multiplicative Number Theory. Springer. p. 104. ISBN 0-387-95097-4. Google Book Search.
References
- Apostol, Tom M. (1976), Introduction to analytic number theory, Undergraduate Texts in Mathematics, New York-Heidelberg: Springer-Verlag, ISBN 978-0-387-90163-3, MR 0434929, Zbl 0335.10001
External links
- Weisstein, Eric W. "Chebyshev functions". MathWorld.
- "Mangoldt summatory function". PlanetMath.
- "Chebyshev functions". PlanetMath.
- Riemann's Explicit Formula, with images and movies