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Numerical Analysis
Method of Successive Over Relaxation
SOR Method
Formula: ๐‘ฅ๐‘–
๐‘˜+1
= 1 โˆ’ ๐‘ค ๐‘ฅ๐‘–
๐‘˜
+
๐‘ค
๐‘Ž ๐‘–๐‘–
{๐‘ ๐‘› โˆ’ ๐‘—=1
๐‘–โˆ’1
๐‘Ž๐‘–๐‘— ๐‘ฅ๐‘–
๐‘˜+1
โˆ’ ๐‘—=๐‘–+1
๐‘›
๐‘Ž๐‘–๐‘— ๐‘ฅ๐‘—
๐‘˜
}
To Prove the Formula of Succesive over relaxation (SOR).
Proof: We prove this formula from Gauss
seidal Formula which implies:
๐‘ฅ๐‘–
๐‘˜+1
=
1
๐‘Ž๐‘–๐‘–
{๐‘๐‘– โˆ’
๐‘—=1
๐‘–โˆ’1
๐‘Ž๐‘–๐‘— ๐‘ฅ๐‘—
๐‘˜+1
โˆ’
๐‘—=๐‘–+1
๐‘›
๐‘Ž๐‘–๐‘— ๐‘ฅ๐‘—
๐‘˜
}
๐‘ฅ๐‘–
๐‘˜+1
= ๐‘ฅ๐‘–
๐‘˜
+
1
๐‘Ž๐‘–๐‘–
{๐‘ ๐‘› โˆ’
๐‘—=1
๐‘–โˆ’1
๐‘Ž๐‘–๐‘— ๐‘ฅ๐‘–
๐‘˜+1
โˆ’
๐‘—=๐‘–+1
๐‘›
๐‘Ž๐‘–๐‘— ๐‘ฅ๐‘—
๐‘˜
โˆ’ ๐‘Ž๐‘–๐‘– ๐‘ฅ๐‘–
๐‘˜
}
Now Add and Subtract ๐‘ฅ๐‘–
๐‘˜
๐‘ฅ๐‘–
๐‘˜+1 = ๐‘ค๐‘ฅ๐‘–
๐‘˜ +
๐‘ค
๐‘Ž๐‘–๐‘–
{๐‘ ๐‘› โˆ’
๐‘—=1
๐‘–โˆ’1
๐‘Ž๐‘–๐‘— ๐‘ฅ๐‘–
๐‘˜+1 โˆ’
๐‘—=๐‘–+1
๐‘›
๐‘Ž๐‘–๐‘— ๐‘ฅ๐‘—
๐‘˜ โˆ’ ๐‘Ž๐‘–๐‘– ๐‘ฅ๐‘–
๐‘˜}
Now Multiplying the Equation by โ€œWโ€
๐‘ฅ๐‘–
๐‘˜+1
= ๐‘ค๐‘ฅ๐‘–
๐‘˜
+
๐‘ค
๐‘Ž ๐‘–๐‘–
{โˆ’๐‘Ž๐‘–๐‘– ๐‘ฅ๐‘–
๐‘˜}{๐‘ ๐‘› โˆ’ ๐‘—=1
๐‘–โˆ’1
๐‘Ž๐‘–๐‘— ๐‘ฅ๐‘–
๐‘˜+1 โˆ’ ๐‘—=๐‘–+1
๐‘›
๐‘Ž๐‘–๐‘— ๐‘ฅ๐‘—
๐‘˜}
Now By further Steps We can write it as
๐‘ฅ๐‘–
๐‘˜+1
= ๐‘ฅ๐‘–
๐‘˜
โˆ’ ๐‘ค๐‘ฅ๐‘–
๐‘˜
+
๐‘ค
๐‘Ž ๐‘–๐‘–
{๐‘๐‘– โˆ’ ๐‘—=1
๐‘–โˆ’1
๐‘Ž๐‘–๐‘— ๐‘ฅ๐‘—
๐‘˜+1
โˆ’ ๐‘—=๐‘–+1
๐‘›
๐‘Ž๐‘–๐‘— ๐‘ฅ๐‘—
๐‘˜
}
Now taking ๐‘ฅ๐‘–
๐‘˜
as common
๐‘ฅ๐‘–
๐‘˜+1
= 1 โˆ’ ๐‘ค ๐‘ฅ๐‘–
๐‘˜
+
๐‘ค
๐‘Ž๐‘–๐‘–
{๐‘๐‘– โˆ’
๐‘—=1
๐‘–โˆ’1
๐‘Ž๐‘–๐‘— ๐‘ฅ๐‘—
๐‘˜+1
โˆ’
๐‘—=๐‘–+1
๐‘›
๐‘Ž๐‘–๐‘— ๐‘ฅ๐‘—
๐‘˜
}
Proved.
๐ป๐‘’๐‘Ÿ๐‘’ "๐‘ค" ๐‘–๐‘  ๐‘กโ„Ž๐‘’ ๐‘…๐‘’๐‘™๐‘Ž๐‘ฅ๐‘Ž๐‘ก๐‘–๐‘œ๐‘› ๐‘ƒ๐‘’๐‘Ÿ๐‘Ž๐‘š๐‘’๐‘ก๐‘’๐‘Ÿ.
๐‘–๐‘“ ๐‘ค = 1 ๐‘กโ„Ž๐‘’๐‘› ๐‘กโ„Ž๐‘–๐‘  ๐‘š๐‘’๐‘กโ„Ž๐‘œ๐‘‘ ๐‘–๐‘  ๐‘Ÿ๐‘’๐‘‘๐‘ข๐‘๐‘’๐‘‘ ๐‘ก๐‘œ ๐บ๐‘Ž๐‘ข๐‘ ๐‘  ๐‘†๐‘’๐‘–๐‘‘๐‘Ž๐‘™ ๐‘€๐‘’๐‘กโ„Ž๐‘œ๐‘‘.
๐‘–๐‘“ ๐‘ค > 1 ๐‘กโ„Ž๐‘’๐‘› ๐‘–๐‘ก ๐‘–๐‘  ๐‘๐‘Ž๐‘™๐‘™๐‘’๐‘‘ ๐‘œ๐‘ฃ๐‘’๐‘Ÿ ๐‘…๐‘’๐‘™๐‘Ž๐‘ฅ๐‘Ž๐‘ก๐‘–๐‘œ๐‘›.
๐‘–๐‘“ ๐‘ค < 1 ๐‘กโ„Ž๐‘’๐‘› ๐‘–๐‘ก ๐‘–๐‘  ๐‘๐‘Ž๐‘™๐‘™๐‘’๐‘‘ ๐‘ˆ๐‘›๐‘‘๐‘’๐‘Ÿ ๐‘…๐‘’๐‘™๐‘Ž๐‘ฅ๐‘Ž๐‘ก๐‘–๐‘œ๐‘›.
๐‘‡โ„Ž๐‘’ ๐‘ฃ๐‘Ž๐‘™๐‘ข๐‘’ ๐‘œ๐‘“ "๐‘ค" ๐‘™๐‘–๐‘’๐‘  ๐‘๐‘’๐‘ก๐‘ค๐‘’๐‘’๐‘› 0 < ๐‘ค < 2.
๐‘–๐‘“ "๐‘ค"๐‘–๐‘  ๐‘”๐‘Ÿ๐‘’๐‘Ž๐‘ก๐‘’๐‘Ÿ ๐‘กโ„Ž๐‘Ž๐‘› 2 ๐‘กโ„Ž๐‘’๐‘› ๐‘กโ„Ž๐‘’ ๐‘š๐‘’๐‘กโ„Ž๐‘œ๐‘‘ ๐‘‘๐‘–๐‘ฃ๐‘’๐‘Ÿ๐‘”๐‘’๐‘ .
๐‘ค๐‘’ ๐‘๐‘Ž๐‘› ๐‘“๐‘–๐‘›๐‘‘ ๐‘Š ๐‘๐‘ฆ ๐‘กโ„Ž๐‘’ ๐‘“๐‘œ๐‘Ÿ๐‘š๐‘ข๐‘™๐‘Ž: ๐‘ค =
2
1 + 1 โˆ’ ๐‘(๐‘ก ๐‘—)2
๐ด๐‘  ๐‘ก๐‘— = ๐ทโˆ’1
(๐ฟ + ๐‘ˆ)
Best Of Luck
By: Khushdil Ahmad
BS-Mathematics
Govt: P.G Jahanzeb
College Swat
03428978608

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Methods of successive over relaxation

  • 1. Numerical Analysis Method of Successive Over Relaxation SOR Method
  • 2. Formula: ๐‘ฅ๐‘– ๐‘˜+1 = 1 โˆ’ ๐‘ค ๐‘ฅ๐‘– ๐‘˜ + ๐‘ค ๐‘Ž ๐‘–๐‘– {๐‘ ๐‘› โˆ’ ๐‘—=1 ๐‘–โˆ’1 ๐‘Ž๐‘–๐‘— ๐‘ฅ๐‘– ๐‘˜+1 โˆ’ ๐‘—=๐‘–+1 ๐‘› ๐‘Ž๐‘–๐‘— ๐‘ฅ๐‘— ๐‘˜ } To Prove the Formula of Succesive over relaxation (SOR).
  • 3. Proof: We prove this formula from Gauss seidal Formula which implies: ๐‘ฅ๐‘– ๐‘˜+1 = 1 ๐‘Ž๐‘–๐‘– {๐‘๐‘– โˆ’ ๐‘—=1 ๐‘–โˆ’1 ๐‘Ž๐‘–๐‘— ๐‘ฅ๐‘— ๐‘˜+1 โˆ’ ๐‘—=๐‘–+1 ๐‘› ๐‘Ž๐‘–๐‘— ๐‘ฅ๐‘— ๐‘˜ }
  • 4. ๐‘ฅ๐‘– ๐‘˜+1 = ๐‘ฅ๐‘– ๐‘˜ + 1 ๐‘Ž๐‘–๐‘– {๐‘ ๐‘› โˆ’ ๐‘—=1 ๐‘–โˆ’1 ๐‘Ž๐‘–๐‘— ๐‘ฅ๐‘– ๐‘˜+1 โˆ’ ๐‘—=๐‘–+1 ๐‘› ๐‘Ž๐‘–๐‘— ๐‘ฅ๐‘— ๐‘˜ โˆ’ ๐‘Ž๐‘–๐‘– ๐‘ฅ๐‘– ๐‘˜ } Now Add and Subtract ๐‘ฅ๐‘– ๐‘˜
  • 5. ๐‘ฅ๐‘– ๐‘˜+1 = ๐‘ค๐‘ฅ๐‘– ๐‘˜ + ๐‘ค ๐‘Ž๐‘–๐‘– {๐‘ ๐‘› โˆ’ ๐‘—=1 ๐‘–โˆ’1 ๐‘Ž๐‘–๐‘— ๐‘ฅ๐‘– ๐‘˜+1 โˆ’ ๐‘—=๐‘–+1 ๐‘› ๐‘Ž๐‘–๐‘— ๐‘ฅ๐‘— ๐‘˜ โˆ’ ๐‘Ž๐‘–๐‘– ๐‘ฅ๐‘– ๐‘˜} Now Multiplying the Equation by โ€œWโ€
  • 6. ๐‘ฅ๐‘– ๐‘˜+1 = ๐‘ค๐‘ฅ๐‘– ๐‘˜ + ๐‘ค ๐‘Ž ๐‘–๐‘– {โˆ’๐‘Ž๐‘–๐‘– ๐‘ฅ๐‘– ๐‘˜}{๐‘ ๐‘› โˆ’ ๐‘—=1 ๐‘–โˆ’1 ๐‘Ž๐‘–๐‘— ๐‘ฅ๐‘– ๐‘˜+1 โˆ’ ๐‘—=๐‘–+1 ๐‘› ๐‘Ž๐‘–๐‘— ๐‘ฅ๐‘— ๐‘˜} Now By further Steps We can write it as
  • 7. ๐‘ฅ๐‘– ๐‘˜+1 = ๐‘ฅ๐‘– ๐‘˜ โˆ’ ๐‘ค๐‘ฅ๐‘– ๐‘˜ + ๐‘ค ๐‘Ž ๐‘–๐‘– {๐‘๐‘– โˆ’ ๐‘—=1 ๐‘–โˆ’1 ๐‘Ž๐‘–๐‘— ๐‘ฅ๐‘— ๐‘˜+1 โˆ’ ๐‘—=๐‘–+1 ๐‘› ๐‘Ž๐‘–๐‘— ๐‘ฅ๐‘— ๐‘˜ } Now taking ๐‘ฅ๐‘– ๐‘˜ as common ๐‘ฅ๐‘– ๐‘˜+1 = 1 โˆ’ ๐‘ค ๐‘ฅ๐‘– ๐‘˜ + ๐‘ค ๐‘Ž๐‘–๐‘– {๐‘๐‘– โˆ’ ๐‘—=1 ๐‘–โˆ’1 ๐‘Ž๐‘–๐‘— ๐‘ฅ๐‘— ๐‘˜+1 โˆ’ ๐‘—=๐‘–+1 ๐‘› ๐‘Ž๐‘–๐‘— ๐‘ฅ๐‘— ๐‘˜ } Proved.
  • 8. ๐ป๐‘’๐‘Ÿ๐‘’ "๐‘ค" ๐‘–๐‘  ๐‘กโ„Ž๐‘’ ๐‘…๐‘’๐‘™๐‘Ž๐‘ฅ๐‘Ž๐‘ก๐‘–๐‘œ๐‘› ๐‘ƒ๐‘’๐‘Ÿ๐‘Ž๐‘š๐‘’๐‘ก๐‘’๐‘Ÿ. ๐‘–๐‘“ ๐‘ค = 1 ๐‘กโ„Ž๐‘’๐‘› ๐‘กโ„Ž๐‘–๐‘  ๐‘š๐‘’๐‘กโ„Ž๐‘œ๐‘‘ ๐‘–๐‘  ๐‘Ÿ๐‘’๐‘‘๐‘ข๐‘๐‘’๐‘‘ ๐‘ก๐‘œ ๐บ๐‘Ž๐‘ข๐‘ ๐‘  ๐‘†๐‘’๐‘–๐‘‘๐‘Ž๐‘™ ๐‘€๐‘’๐‘กโ„Ž๐‘œ๐‘‘. ๐‘–๐‘“ ๐‘ค > 1 ๐‘กโ„Ž๐‘’๐‘› ๐‘–๐‘ก ๐‘–๐‘  ๐‘๐‘Ž๐‘™๐‘™๐‘’๐‘‘ ๐‘œ๐‘ฃ๐‘’๐‘Ÿ ๐‘…๐‘’๐‘™๐‘Ž๐‘ฅ๐‘Ž๐‘ก๐‘–๐‘œ๐‘›. ๐‘–๐‘“ ๐‘ค < 1 ๐‘กโ„Ž๐‘’๐‘› ๐‘–๐‘ก ๐‘–๐‘  ๐‘๐‘Ž๐‘™๐‘™๐‘’๐‘‘ ๐‘ˆ๐‘›๐‘‘๐‘’๐‘Ÿ ๐‘…๐‘’๐‘™๐‘Ž๐‘ฅ๐‘Ž๐‘ก๐‘–๐‘œ๐‘›. ๐‘‡โ„Ž๐‘’ ๐‘ฃ๐‘Ž๐‘™๐‘ข๐‘’ ๐‘œ๐‘“ "๐‘ค" ๐‘™๐‘–๐‘’๐‘  ๐‘๐‘’๐‘ก๐‘ค๐‘’๐‘’๐‘› 0 < ๐‘ค < 2. ๐‘–๐‘“ "๐‘ค"๐‘–๐‘  ๐‘”๐‘Ÿ๐‘’๐‘Ž๐‘ก๐‘’๐‘Ÿ ๐‘กโ„Ž๐‘Ž๐‘› 2 ๐‘กโ„Ž๐‘’๐‘› ๐‘กโ„Ž๐‘’ ๐‘š๐‘’๐‘กโ„Ž๐‘œ๐‘‘ ๐‘‘๐‘–๐‘ฃ๐‘’๐‘Ÿ๐‘”๐‘’๐‘ . ๐‘ค๐‘’ ๐‘๐‘Ž๐‘› ๐‘“๐‘–๐‘›๐‘‘ ๐‘Š ๐‘๐‘ฆ ๐‘กโ„Ž๐‘’ ๐‘“๐‘œ๐‘Ÿ๐‘š๐‘ข๐‘™๐‘Ž: ๐‘ค = 2 1 + 1 โˆ’ ๐‘(๐‘ก ๐‘—)2 ๐ด๐‘  ๐‘ก๐‘— = ๐ทโˆ’1 (๐ฟ + ๐‘ˆ)
  • 9. Best Of Luck By: Khushdil Ahmad BS-Mathematics Govt: P.G Jahanzeb College Swat 03428978608