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This easy-to-understand textbook presents a modern approach to
learning numerical methods (or scientific computing), with a unique
focus on the modeling and applications of the mathematical content.
Emphasis is placed on the need for, and methods of, scientific
computing for a range of different types of problems, supplying the
evidence and justification to motivate the reader. Practical
guidance on coding the methods is also provided, through
simple-to-follow examples using Python. Topics and features:
provides an accessible and applications-oriented approach,
supported by working Python code for many of the methods;
encourages both problem- and project-based learning through
extensive examples, exercises, and projects drawn from practical
applications; introduces the main concepts in modeling, python
programming, number representation, and errors; explains the
essential details of numerical calculus, linear, and nonlinear
equations, including the multivariable Newton method; discusses
interpolation and the numerical solution of differential equations,
covering polynomial interpolation, splines, and the Euler,
Runge-Kutta, and shooting methods; presents largely self-contained
chapters, arranged in a logical order suitable for an introductory
course on scientific computing. Undergraduate students embarking on
a first course on numerical methods or scientific computing will
find this textbook to be an invaluable guide to the field, and to
the application of these methods across such varied disciplines as
computer science, engineering, mathematics, economics, the physical
sciences, and social science.
Planted forests, from irrigated eucalypts in Brazil to Douglas-fir
seedlings in the mountains of Oregon, are described and discussed
by international experts. The varieties, purposes, forms, and
ecological, economic and social aspects of planted forests are
considered in technical details and in case studies from temperate
and tropical regions of the world.
Planted forests, from irrigated eucalypts in Brazil to Douglas-fir
seedlings in the mountains of Oregon, are described and discussed
by international experts. The varieties, purposes, forms, and
ecological, economic and social aspects of planted forests are
considered in technical details and in case studies from temperate
and tropical regions of the world.
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