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In
mathematics Mathematics is an area of knowledge that includes the topics of numbers, formulas and related structures, shapes and the spaces in which they are contained, and quantities and their changes. These topics are represented in modern mathematics ...
, the logarithmic mean is a
function Function or functionality may refer to: Computing * Function key, a type of key on computer keyboards * Function model, a structured representation of processes in a system * Function object or functor or functionoid, a concept of object-oriente ...
of two non-negative
number A number is a mathematical object used to count, measure, and label. The original examples are the natural numbers 1, 2, 3, 4, and so forth. Numbers can be represented in language with number words. More universally, individual numbers c ...
s which is equal to their
difference Difference, The Difference, Differences or Differently may refer to: Music * ''Difference'' (album), by Dreamtale, 2005 * ''Differently'' (album), by Cassie Davis, 2009 ** "Differently" (song), by Cassie Davis, 2009 * ''The Difference'' (al ...
divided by the
logarithm In mathematics, the logarithm is the inverse function to exponentiation. That means the logarithm of a number  to the base  is the exponent to which must be raised, to produce . For example, since , the ''logarithm base'' 10 o ...
of their
quotient In arithmetic, a quotient (from lat, quotiens 'how many times', pronounced ) is a quantity produced by the division of two numbers. The quotient has widespread use throughout mathematics, and is commonly referred to as the integer part of a ...
. This calculation is applicable in
engineering Engineering is the use of scientific method, scientific principles to design and build machines, structures, and other items, including bridges, tunnels, roads, vehicles, and buildings. The discipline of engineering encompasses a broad rang ...
problems involving
heat In thermodynamics, heat is defined as the form of energy crossing the boundary of a thermodynamic system by virtue of a temperature difference across the boundary. A thermodynamic system does not ''contain'' heat. Nevertheless, the term is al ...
and
mass transfer Mass transfer is the net movement of mass from one location (usually meaning stream, phase, fraction or component) to another. Mass transfer occurs in many processes, such as absorption, evaporation, drying, precipitation, membrane filtration, ...
.


Definition

The logarithmic mean is defined as: :\begin M_\text(x, y) &= \lim_ \frac \\ pt &= \begin x & \textx = y ,\\ \frac & \text \end \end for the positive numbers x, y.


Inequalities

The logarithmic mean of two numbers is smaller than the
arithmetic mean In mathematics and statistics, the arithmetic mean ( ) or arithmetic average, or just the ''mean'' or the ''average'' (when the context is clear), is the sum of a collection of numbers divided by the count of numbers in the collection. The colle ...
and the
generalized mean In mathematics, generalized means (or power mean or Hölder mean from Otto Hölder) are a family of functions for aggregating sets of numbers. These include as special cases the Pythagorean means (arithmetic, geometric, and harmonic means). De ...
with exponent one-third but larger than the
geometric mean In mathematics, the geometric mean is a mean or average which indicates a central tendency of a set of numbers by using the product of their values (as opposed to the arithmetic mean which uses their sum). The geometric mean is defined as the ...
, unless the numbers are the same, in which case all three means are equal to the numbers. : \sqrt \leq \frac\leq \left(\frac2\right)^3 \leq \frac \qquad \text x > 0 \text y > 0. Toyesh Prakash Sharma generalizes the arithmetic logarithmic geometric mean inequality for any n belongs to the whole number as : \sqrt (\ln(\sqrt))^ (\ln(\sqrt)+n)\leq \frac\leq \frac Now, for n=0 : \sqrt (\ln(\sqrt))^ (\ln(\sqrt))\leq \frac\leq \frac : \sqrt \leq \frac\leq \frac This is the arithmetic logarithmic geometric mean inequality. similarly, one can also obtain results by putting different values of n as below For n=1 : \sqrt (\ln(\sqrt)+1)\leq \frac\leq \frac for the proof go through the bibliography.


Derivation


Mean value theorem of differential calculus

From the
mean value theorem In mathematics, the mean value theorem (or Lagrange theorem) states, roughly, that for a given planar arc between two endpoints, there is at least one point at which the tangent to the arc is parallel to the secant through its endpoints. It i ...
,
there exists In predicate logic, an existential quantification is a type of quantifier, a logical constant which is interpreted as "there exists", "there is at least one", or "for some". It is usually denoted by the logical operator symbol ∃, which, wh ...
a value \xi in the interval between ''x'' and ''y'' where the derivative f' equals the slope of the
secant line Secant is a term in mathematics derived from the Latin ''secare'' ("to cut"). It may refer to: * a secant line, in geometry * the secant variety, in algebraic geometry * secant (trigonometry) (Latin: secans), the multiplicative inverse (or reciproc ...
: :\exists \xi \in (x, y): \ f'(\xi) = \frac The logarithmic mean is obtained as the value of \xi by substituting \ln for f and similarly for its corresponding
derivative In mathematics, the derivative of a function of a real variable measures the sensitivity to change of the function value (output value) with respect to a change in its argument (input value). Derivatives are a fundamental tool of calculus. F ...
: :\frac = \frac and solving for \xi: :\xi = \frac


Integration

The logarithmic mean can also be interpreted as the
area Area is the quantity that expresses the extent of a region on the plane or on a curved surface. The area of a plane region or ''plane area'' refers to the area of a shape A shape or figure is a graphics, graphical representation of an obje ...
under an
exponential curve Exponential growth is a process that increases quantity over time. It occurs when the instantaneous rate of change (that is, the derivative) of a quantity with respect to time is proportional to the quantity itself. Described as a function, a q ...
. : \begin L(x, y) = & \int_0^1 x^ y^t\ \mathrmt = \int_0^1 \left(\frac\right)^t x\ \mathrmt = x \int_0^1 \left(\frac\right)^t \mathrmt \\ pt = & \left.\frac \left(\frac\right)^t\_^1 = \frac \left(\frac - 1\right) = \frac \\ pt = & \frac \end The area interpretation allows the easy derivation of some basic properties of the logarithmic mean. Since the exponential function is
monotonic In mathematics, a monotonic function (or monotone function) is a function between ordered sets that preserves or reverses the given order. This concept first arose in calculus, and was later generalized to the more abstract setting of order ...
, the integral over an interval of length 1 is bounded by x and y. The
homogeneity Homogeneity and heterogeneity are concepts often used in the sciences and statistics relating to the uniformity of a substance or organism. A material or image that is homogeneous is uniform in composition or character (i.e. color, shape, siz ...
of the integral operator is transferred to the mean operator, that is L(cx, cy) = cL(x, y). Two other useful integral representations are = \int_0^1 and = \int_0^\infty .


Generalization


Mean value theorem of differential calculus

One can generalize the mean to n + 1 variables by considering the
mean value theorem for divided differences In mathematical analysis, the mean value theorem for divided differences generalizes the mean value theorem to higher derivatives. Statement of the theorem For any ''n'' + 1 pairwise distinct points ''x''0, ..., ''x'n'' in ...
for the nth
derivative In mathematics, the derivative of a function of a real variable measures the sensitivity to change of the function value (output value) with respect to a change in its argument (input value). Derivatives are a fundamental tool of calculus. F ...
of the logarithm. We obtain :L_\text(x_0,\, \dots,\, x_n) = \sqrt n/math> where \ln\left(\left _0,\, \dots,\, x_n\rightright) denotes a
divided difference In mathematics, divided differences is an algorithm, historically used for computing tables of logarithms and trigonometric functions. Charles Babbage's difference engine, an early mechanical calculator, was designed to use this algorithm in it ...
of the logarithm. For n = 2 this leads to :L_\text(x, y, z) = \sqrt.


Integral

The integral interpretation can also be generalized to more variables, but it leads to a different result. Given the
simplex In geometry, a simplex (plural: simplexes or simplices) is a generalization of the notion of a triangle or tetrahedron to arbitrary dimensions. The simplex is so-named because it represents the simplest possible polytope in any given dimension. ...
S with S = \ and an appropriate measure \mathrm\alpha which assigns the simplex a volume of 1, we obtain :L_\text\left(x_0,\, \dots,\, x_n\right) = \int_S x_0^ \cdot \,\cdots\, \cdot x_n^\ \mathrm\alpha This can be simplified using divided differences of the exponential function to :L_\text\left(x_0,\, \dots,\, x_n\right) = n! \exp\left ln\left(x_0\right),\, \dots,\, \ln\left(x_n\right)\right/math>. Example n = 2 :L_\text(x, y, z) = -2 \frac.


Connection to other means

*
Arithmetic mean In mathematics and statistics, the arithmetic mean ( ) or arithmetic average, or just the ''mean'' or the ''average'' (when the context is clear), is the sum of a collection of numbers divided by the count of numbers in the collection. The colle ...
: \frac = \frac *
Geometric mean In mathematics, the geometric mean is a mean or average which indicates a central tendency of a set of numbers by using the product of their values (as opposed to the arithmetic mean which uses their sum). The geometric mean is defined as the ...
: \sqrt = \sqrt *
Harmonic mean In mathematics, the harmonic mean is one of several kinds of average, and in particular, one of the Pythagorean means. It is sometimes appropriate for situations when the average rate is desired. The harmonic mean can be expressed as the recipro ...
: \frac = \frac


See also

* A different mean which is related to logarithms is the
geometric mean In mathematics, the geometric mean is a mean or average which indicates a central tendency of a set of numbers by using the product of their values (as opposed to the arithmetic mean which uses their sum). The geometric mean is defined as the ...
. * The logarithmic mean is a special case of the
Stolarsky mean In mathematics, the Stolarsky mean is a generalization of the logarithmic mean. It was introduced by Kenneth B. Stolarsky in 1975. Definition For two positive real numbers ''x'', ''y'' the Stolarsky Mean is defined as: : \begin S_p(x,y) & = ...
. * Logarithmic mean temperature difference *
Log semiring In mathematics, in the field of tropical analysis, the log semiring is the semiring structure on the logarithmic scale, obtained by considering the extended real numbers as logarithms. That is, the operations of addition and multiplication are defi ...


References

;Citations ;Bibliography
Oilfield Glossary: Term 'logarithmic mean'
* {{mathworld, Arithmetic-Logarithmic-GeometricMeanInequality, Arithmetic-Logarithmic-Geometric-Mean Inequality * Stolarsky, Kenneth B.:
Generalizations of the logarithmic mean
', Mathematics Magazine, Vol. 48, No. 2, Mar., 1975, pp 87–92 * Toyesh Prakash Sharma.: ''https://www.parabola.unsw.edu.au/files/articles/2020-2029/volume-58-2022/issue-2/vol58_no2_3.pdf "A generalisation of the Arithmetic-Logarithmic-Geometric Mean Inequality'', Parabola Magazine, Vol. 58, No. 2, 2022, pp 1–5
Mean There are several kinds of mean in mathematics, especially in statistics. Each mean serves to summarize a given group of data, often to better understand the overall value (magnitude and sign) of a given data set. For a data set, the ''arithme ...
Means