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with Ada.Numerics.Generic_Real_Arrays;
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generic
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with package Matrix is new Ada.Numerics.Generic_Real_Arrays (<>);
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package Decomposition is
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-- decompose a square matrix A by A = L * Transpose (L)
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procedure Decompose (A : Matrix.Real_Matrix; L : out Matrix.Real_Matrix);
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end Decomposition;
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with Ada.Numerics.Generic_Elementary_Functions;
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package body Decomposition is
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package Math is new Ada.Numerics.Generic_Elementary_Functions
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(Matrix.Real);
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procedure Decompose (A : Matrix.Real_Matrix; L : out Matrix.Real_Matrix) is
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use type Matrix.Real_Matrix, Matrix.Real;
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Order : constant Positive := A'Length (1);
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S : Matrix.Real;
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begin
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L := (others => (others => 0.0));
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for I in 0 .. Order - 1 loop
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for K in 0 .. I loop
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S := 0.0;
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for J in 0 .. K - 1 loop
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S := S +
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L (L'First (1) + I, L'First (2) + J) *
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L (L'First (1) + K, L'First (2) + J);
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end loop;
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-- diagonals
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if K = I then
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L (L'First (1) + K, L'First (2) + K) :=
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Math.Sqrt (A (A'First (1) + K, A'First (2) + K) - S);
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else
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L (L'First (1) + I, L'First (2) + K) :=
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1.0 / L (L'First (1) + K, L'First (2) + K) *
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(A (A'First (1) + I, A'First (2) + K) - S);
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end if;
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end loop;
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end loop;
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end Decompose;
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end Decomposition;
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with Ada.Numerics.Real_Arrays;
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with Ada.Text_IO;
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with Decomposition;
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procedure Decompose_Example is
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package Real_Decomposition is new Decomposition
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(Matrix => Ada.Numerics.Real_Arrays);
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package Real_IO is new Ada.Text_IO.Float_IO (Float);
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procedure Print (M : Ada.Numerics.Real_Arrays.Real_Matrix) is
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begin
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for Row in M'Range (1) loop
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for Col in M'Range (2) loop
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Real_IO.Put (M (Row, Col), 4, 3, 0);
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end loop;
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Ada.Text_IO.New_Line;
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end loop;
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end Print;
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Example_1 : constant Ada.Numerics.Real_Arrays.Real_Matrix :=
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((25.0, 15.0, -5.0),
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(15.0, 18.0, 0.0),
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(-5.0, 0.0, 11.0));
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L_1 : Ada.Numerics.Real_Arrays.Real_Matrix (Example_1'Range (1),
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Example_1'Range (2));
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Example_2 : constant Ada.Numerics.Real_Arrays.Real_Matrix :=
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((18.0, 22.0, 54.0, 42.0),
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(22.0, 70.0, 86.0, 62.0),
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(54.0, 86.0, 174.0, 134.0),
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(42.0, 62.0, 134.0, 106.0));
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L_2 : Ada.Numerics.Real_Arrays.Real_Matrix (Example_2'Range (1),
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Example_2'Range (2));
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begin
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Real_Decomposition.Decompose (A => Example_1,
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L => L_1);
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Real_Decomposition.Decompose (A => Example_2,
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L => L_2);
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Ada.Text_IO.Put_Line ("Example 1:");
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Ada.Text_IO.Put_Line ("A:"); Print (Example_1);
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Ada.Text_IO.Put_Line ("L:"); Print (L_1);
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Ada.Text_IO.New_Line;
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Ada.Text_IO.Put_Line ("Example 2:");
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Ada.Text_IO.Put_Line ("A:"); Print (Example_2);
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Ada.Text_IO.Put_Line ("L:"); Print (L_2);
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end Decompose_Example;
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