TAILIEUCHUNG - Ebook Applied numerical methods (4th edition): Part 2

(BQ) Part 2 book "Applied numerical methods" has contents: Linear regression, fourier analysis, polynomial interpolation, splines and piecewise interpolation, numerical integration formulas, numerical integration of functions, numerical differentiation, boundary value problems,.and other contents. | Part Four Curve Fitting OVERVIEW What Is Curve Fitting? Data are often given for discrete values along a continuum. However, you may require estimates at points between the discrete values. Chapters 14 through 18 describe techniques to fit curves to such data to obtain intermediate estimates. In addition, you may require a simplified version of a complicated function. One way to do this is to compute values of the function at a number of discrete values along the range of interest. Then, a simpler function may be derived to fit these values. Both of these applications are known as curve fitting. There are two general approaches for curve fitting that are distinguished from each other on the basis of the amount of error associated with the data. First, where the data e ­ xhibit a significant degree of error or “scatter,” the strategy is to derive a single curve that represents the general trend of the data. Because any individual data point may be incorrect, we make no ­ ffort to intersect every point. Rather, the curve is designed to follow the e pattern of the points taken as a group. One approach of this nature is called least-squares regression (Fig. ). Second, where the data are known to be very precise, the basic approach is to fit a curve or a series of curves that pass directly through each of the points. Such data usually originate from tables. Examples are values for the density of water or for the heat capacity of gases as a function of temperature. The estimation of values between well-known discrete points is called interpolation ­ (Fig. and c). Curve Fitting and Engineering and Science.  Your first exposure to curve fitting may have been to determine intermediate values from tabulated data—for ­nstance, from interest tai bles for ­ ngineering eco­ omics or from steam e n tables for thermodynamics. Throughout the remainder of your career, you will have frequent o ­ ccasion to estimate intermediate values from such tables. Although .

TỪ KHÓA LIÊN QUAN
TAILIEUCHUNG - Chia sẻ tài liệu không giới hạn
Địa chỉ : 444 Hoang Hoa Tham, Hanoi, Viet Nam
Website : tailieuchung.com
Email : tailieuchung20@gmail.com
Tailieuchung.com là thư viện tài liệu trực tuyến, nơi chia sẽ trao đổi hàng triệu tài liệu như luận văn đồ án, sách, giáo trình, đề thi.
Chúng tôi không chịu trách nhiệm liên quan đến các vấn đề bản quyền nội dung tài liệu được thành viên tự nguyện đăng tải lên, nếu phát hiện thấy tài liệu xấu hoặc tài liệu có bản quyền xin hãy email cho chúng tôi.
Đã phát hiện trình chặn quảng cáo AdBlock
Trang web này phụ thuộc vào doanh thu từ số lần hiển thị quảng cáo để tồn tại. Vui lòng tắt trình chặn quảng cáo của bạn hoặc tạm dừng tính năng chặn quảng cáo cho trang web này.