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This problem is about 'Lebesgue Integration' problem. Thank you for solving this problem..
Thanks a lot.. If lambda and mu are sigma-infinite and lambda
Solution
In mathematics, the integral of a non-negative function of a single variable can be regarded, in
the simplest case, as thearea between the graph of that function and the x-axis. The Lebesgue
integral extends the integral to a larger class of functions. It also extends the domains on which
these functions can be defined.
Mathematicians had long understood that for non-negative functions with a smooth enough
graph—such ascontinuous functions on closed bounded intervals—the area under the curve
could be defined as the integral, and computed using approximation techniques on the region by
polygons. However, as the need to consider more irregular functions arose—e.g., as a result of
the limiting processes of mathematical analysis and the mathematical theory of probability—it
became clear that more careful approximation techniques were needed to define a suitable
integral. Also, one might wish to integrate on spaces more general than the real line. The
Lebesgue integral provides the right abstractions needed to do this important job.
The Lebesgue integral plays an important role in the branch of mathematics called real analysis
and in many other mathematical sciences fields. It is named after Henri Lebesgue (1875–1941),
who introduced the integral (Lebesgue 1904). It is also a pivotal part of the axiomatic theory of
probability.
The term Lebesgue integration can mean either the general theory of integration of a function
with respect to a general measure, as introduced by Lebesgue, or the specific case of integration
of a function defined on a sub-domain of the real line with respect to Lebesgue measure.
The integral of a function f between limits a and b can be interpreted as the area under the graph
of f. This is easy to understand for familiar functions such aspolynomials, but what does it mean
for more exotic functions? In general, for which class of functions does "area under the curve"
make sense? The answer to this question has great theoretical and practical importance.
As part of a general movement toward rigour in mathematics in the nineteenth century,
mathematicians attempted to put integral calculus on a firm foundation. The Riemann
integral—proposed by Bernhard Riemann (1826–1866)—is a broadly successful attempt to
provide such a foundation. Riemann's definition starts with the construction of a sequence of
easily calculated areas that converge to the integral of a given function. This definition is
successful in the sense that it gives the expected answer for many already-solved problems, and
gives useful results for many other problems.
However, Riemann integration does not interact well with taking limits of sequences of
functions, making such limiting processes difficult to analyze. This is important, for instance, in
the study of Fourier series, Fourier transforms, and other topics. The Lebesgue integral is better
able to describe how and when it is possible to take limits under the integral sign (via the
powerful monotone convergence theorem and dominated convergence theorem).
While the Riemann integral considers the area under a curve as made out of vertical rectangles,
the Lebesgue definition considers horizontal slabs that are not necessarily just rectangles, and so
it is more flexible. For this reason, the Lebesgue definition makes it possible to calculate
integrals for a broader class of functions. For example, the Dirichlet function, which is 0 where
its argument is irrational and 1 otherwise, has a Lebesgue integral, but does not have a Riemann
integral. Furthermore, the Lebesgue integral of this function is zero, which agrees with the
intuition that picking a real number uniformly at random from the unit interval, the probability of
picking a rational number should be zero.

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This problem is about Lebesgue Integration problem. Thank you fo.pdf

  • 1. This problem is about 'Lebesgue Integration' problem. Thank you for solving this problem.. Thanks a lot.. If lambda and mu are sigma-infinite and lambda Solution In mathematics, the integral of a non-negative function of a single variable can be regarded, in the simplest case, as thearea between the graph of that function and the x-axis. The Lebesgue integral extends the integral to a larger class of functions. It also extends the domains on which these functions can be defined. Mathematicians had long understood that for non-negative functions with a smooth enough graph—such ascontinuous functions on closed bounded intervals—the area under the curve could be defined as the integral, and computed using approximation techniques on the region by polygons. However, as the need to consider more irregular functions arose—e.g., as a result of the limiting processes of mathematical analysis and the mathematical theory of probability—it became clear that more careful approximation techniques were needed to define a suitable integral. Also, one might wish to integrate on spaces more general than the real line. The Lebesgue integral provides the right abstractions needed to do this important job. The Lebesgue integral plays an important role in the branch of mathematics called real analysis and in many other mathematical sciences fields. It is named after Henri Lebesgue (1875–1941), who introduced the integral (Lebesgue 1904). It is also a pivotal part of the axiomatic theory of probability. The term Lebesgue integration can mean either the general theory of integration of a function with respect to a general measure, as introduced by Lebesgue, or the specific case of integration of a function defined on a sub-domain of the real line with respect to Lebesgue measure. The integral of a function f between limits a and b can be interpreted as the area under the graph of f. This is easy to understand for familiar functions such aspolynomials, but what does it mean for more exotic functions? In general, for which class of functions does "area under the curve" make sense? The answer to this question has great theoretical and practical importance. As part of a general movement toward rigour in mathematics in the nineteenth century, mathematicians attempted to put integral calculus on a firm foundation. The Riemann integral—proposed by Bernhard Riemann (1826–1866)—is a broadly successful attempt to provide such a foundation. Riemann's definition starts with the construction of a sequence of easily calculated areas that converge to the integral of a given function. This definition is successful in the sense that it gives the expected answer for many already-solved problems, and gives useful results for many other problems.
  • 2. However, Riemann integration does not interact well with taking limits of sequences of functions, making such limiting processes difficult to analyze. This is important, for instance, in the study of Fourier series, Fourier transforms, and other topics. The Lebesgue integral is better able to describe how and when it is possible to take limits under the integral sign (via the powerful monotone convergence theorem and dominated convergence theorem). While the Riemann integral considers the area under a curve as made out of vertical rectangles, the Lebesgue definition considers horizontal slabs that are not necessarily just rectangles, and so it is more flexible. For this reason, the Lebesgue definition makes it possible to calculate integrals for a broader class of functions. For example, the Dirichlet function, which is 0 where its argument is irrational and 1 otherwise, has a Lebesgue integral, but does not have a Riemann integral. Furthermore, the Lebesgue integral of this function is zero, which agrees with the intuition that picking a real number uniformly at random from the unit interval, the probability of picking a rational number should be zero.