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Here we present numerical analysis to advanced undergraduate and
master degree level grad students. This is to be done in one
semester. The programming language is Mathematica. The mathematical
foundation and technique is included. The emphasis is geared toward
the two major developing areas of applied mathematics, mathematical
finance and mathematical biology.
Here we present numerical analysis to advanced undergraduate and
master degree level grad students. This is to be done in one
semester. The programming language is Mathematica. The mathematical
foundation and technique is included. The emphasis is geared toward
the two major developing areas of applied mathematics, mathematical
finance and mathematical biology.
This text presents numerical differential equations to graduate
(doctoral) students. It includes the three standard approaches to
numerical PDE, FDM, FEM and CM, and the two most common time
stepping techniques, FDM and Runge-Kutta. We present both the
numerical technique and the supporting theory.The applied
techniques include those that arise in the present literature. The
supporting mathematical theory includes the general convergence
theory. This material should be readily accessible to students with
basic knowledge of mathematical analysis, Lebesgue measure and the
basics of Hilbert spaces and Banach spaces. Nevertheless, we have
made the book free standing in most respects. Most importantly, the
terminology is introduced, explained and developed as needed.The
examples presented are taken from multiple vital application areas
including finance, aerospace, mathematical biology and fluid
mechanics. The text may be used as the basis for several distinct
lecture courses or as a reference. For instance, this text will
support a general applications course or an FEM course with theory
and applications. The presentation of material is empirically-based
as more and more is demanded of the reader as we progress through
the material. By the end of the text, the level of detail is
reminiscent of journal articles. Indeed, it is our intention that
this material be used to launch a research career in numerical PDE.
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