| Version 39 (modified by , 10 years ago) ( diff ) |
|---|
A = {{a0, a1}, {a1, a2}}, b = {b0, b1}, x0 = {0, 0}
Step 1: r0 = b - Ax0; p0 = r0
r[0] = b0
r[1] = b1
Step 2: alpha0 = <r0, r0> / <p0, Ap0>
<p0, Ap0> = b0(a0b0 + a1b1) + b1(a1b0 + a2b1)
alpha0 = (b02+b12) / (b0(a0b0 + a1b1) + b1(a1b0 + a2b1))
Step 3: r1 = r0 - alpha0 Ap0
r[0] = (-b1(-a1b02 + a0b0b1 - a2b0b1 + a1b12)) / (b0(a0b0 + a1b1) + b1(a1b0 + a2b1))
r[1] = (b0(-a1b02 + a0b0b1 - a2b0b1 + a1b12)) / (b0(a0b0 + a1b1) + b1(a1b0 + a2b1))
Step 4: x1 = x0 + alphap0
x[0] = (b0(b02 + b12)) / (b0(a0b0 + a1b1) + b1(a1b0 + a2b1))
x[1] = (b1(b02 + b12)) / (b0(a0b0 + a1b1) + b1(a1b0 + a2b1))
Step 5: beta = rsnew / rsold = <r1, r1> / <r0, r0>
rsnew = ((b02 + b12)(-a1b02 + a0b0b1 - a2b0b1 + a1b12)2) / (b0(a0b0 + a1b1) + b1(a1b0 + a2b1))2
beta = (a1b02 - a0b0b1 + a2b0b1 - a1b12)2 / (b0(a0b0 + a1b1) + b1(a1b0 + a2b1))2
Step 6: p1 = r1 +beta p0
p[0] = (-1)((a1b0 + a2b1)(b02 + b12)(-a1b02 + a0b0b1 - a2b0b1 + a1b12)) / (b0(a0b0 + a1b1) + b1(a1b0 + a2b1))2
p[1] = ((a0b0 + a1b1)(b02 + b12)(-a1b02 + a0b0b1 - a2b0b1 + a1b12)) / (b0(a0b0 + a1b1) + b1(a1b0 + a2b1))2
Step 7: alpha1 = <r1, r1> / <p1, Ap1>
<p1, Ap1> = ((-a12 + a0a2)(b02 + b12)2(-a1b02 + a0b0b1 - a2b0b1 + a1b12)2) / (b0(a0b0 + a1b1) + b1(a1b0 + a2b1))3
alpha1 = (a0b02 + 2a1b0b1 + a2b12) / ((-a12 + a0a2) (b02 + b12))
Step 8: r2 = r1 - alpha1 Ap1
r[0] = 0
r[1] = 0
Step 9: x2 = x1 + alpha1p1
x[0] = (a2b0 - a1b1) / (a0a2 - a12)
x[1] = (-a1b0 + a0b1) / (a0a2 - a12)
assertion:
bncg[0] = A[0][0]x[0] + A[0][1]x[1] = a0(a2b0 - a1b1) / (a0a2 - a12) + a1(-a1b0 + a0b1) / (a0a2 - a12) = b0(a0a2 - a12) / (a0a2 - a12) = b0
bncg[1] = A[1][0]x[0] + A[1][1]x[1] = a1(a2b0 - a1b1) / (a0a2 - a12) + a2(-a1b0 + a0b1) / (a0a2 - a12) = b1(a0a2 - a12) / (a0a2 - a12) = b1
b[0] = b0
b[1] = b1
assert(bncg[i] == b[i])
END
Attachments (4)
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2x2caseWithoutLoop.cvl
(3.1 KB
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CG 2x2 case without loop
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2x2caseSteps.pdf
(212.0 KB
) - added by 10 years ago.
cg2x2_ intermediateResult
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2x2caseSimplified.pdf
(113.8 KB
) - added by 10 years ago.
Simplified steps of 2x2 case
- 2x2caseSimplifiedUpdate.pdf (106.8 KB ) - added by 10 years ago.
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