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Mathematical Preliminaries

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1 Mathematical Preliminaries
Korea University Computer Graphics Lab. kucg.korea.ac.kr

2 Floating Point Number 부동 소수(Floating point number)는 부호(sign), 가수(mantissa), 지수(characteristic)로 이루어진다. kucg.korea.ac.kr

3 Representation Range kucg.korea.ac.kr

4 Normalization Normalize: 지수가 표현하는 범위 안으로 가수 부분을 제한한다. kucg.korea.ac.kr

5 IEEE Standard s: 부호 (1 bit) c: 지수 (11 bits) f: 가수 (52 bits)
kucg.korea.ac.kr

6 Chopping, Rounding and Roundoff Error
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7 Example 1 kucg.korea.ac.kr

8 Absolute and Relative Errors
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9 Significant Digits (1/2)
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10 Significant Digits (2/2)
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11 Example 3 (1/2) kucg.korea.ac.kr

12 Example 3 (2/2) kucg.korea.ac.kr

13 Cancellation Error kucg.korea.ac.kr

14 Example 5 (1/4) kucg.korea.ac.kr

15 Example 5 (2/4) kucg.korea.ac.kr

16 Example 5 (3/4) kucg.korea.ac.kr

17 Example 5 (4/4) kucg.korea.ac.kr

18 Example 6 (1/3) kucg.korea.ac.kr

19 Example 6 (2/3) kucg.korea.ac.kr

20 Example 6 (3/3) kucg.korea.ac.kr

21 Algorithms and Convergence
An algorithm is a procedure that describes, In an unambiguous manner, A finite sequence of steps To be performed in a specified order. A pseudocode is used for describing the algorithms. Specifies the form of the input to be supplied and the form of the desired output. kucg.korea.ac.kr

22 Example 1 kucg.korea.ac.kr

23 Stable or Unstable Algorithms
Stable Algorithm is that Small changes in the initial data produce correspondingly small changes in the final results. kucg.korea.ac.kr

24 Example 3 (1/4) kucg.korea.ac.kr

25 Example 3 (2/4) kucg.korea.ac.kr

26 Example 3 (3/4) kucg.korea.ac.kr

27 Example 3 (4/4) kucg.korea.ac.kr

28 Rate of Convergence (sequence)
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29 Example 4 (1/2) kucg.korea.ac.kr

30 Example 4 (2/2) kucg.korea.ac.kr

31 Rate of Convergence (function)
kucg.korea.ac.kr

32 Example 5 kucg.korea.ac.kr


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