> restart; > # POWER METHOD ALGORITHM 9.1 > # > # To approximate the dominant eigenvalue and an associated > # eigenvector of the n by n matrix A given a nonzero vector x: > # > # INPUT: Dimension n; matrix A; vector x; tolerance TOL; maximum > # number of iterations N. > # > # OUTPUT: Approximate eigenvalue MU; approximate eigenvector x > # or a message that the maximum number of iterations was > # exceeded. > alg091 := proc() local OK, AA, NAME, INP, N, I, J, A, X, TOL, NN, FLAG, OUP, K, LP, AMAX, Y, YMU, ERR, T; > printf(`This is the Power Method.\n`); > OK := FALSE; > printf(`The array will be input from a text file in the order:\n`); > printf(`A(1,1), A(1,2), ..., A(1,n), A(2,1), A(2,2), ..., A(2,n),\n`); > printf(`..., A(n,1), A(n,2), ..., A(n,n)\n\n`); > printf(`Place as many entries as desired on each line, but separate `); > printf(`entries with\n`); > printf(`at least one blank.\n`); > printf(`The initial approximation should follow in same format.\n\n\n`); > printf(`Has the input file been created? - enter Y or N.\n`); > AA := scanf(`%c`)[1]; > if AA = "Y" or AA = "y" then > printf(`Input the file name in the form - drive:\\name.ext\n`); > printf(`for example: A:\\\DATA.DTA\n`); > NAME := scanf(`%s`)[1]; > INP := fopen(NAME,READ,TEXT); > OK := FALSE; > while OK = FALSE do > printf(`Input the dimension n.\n`); > N := scanf(`%d`)[1]; > if N > 0 then > for I from 1 to N do > for J from 1 to N do > A[I-1,J-1] := fscanf(INP, `%f`)[1]; > od; > od; > for I from 1 to N do > X[I-1] := fscanf(INP, `%f`)[1]; > od; > fclose(INP); > while OK = FALSE do > printf(`Input the tolerance.\n`); > TOL := scanf(`%f`)[1]; > if TOL > 0 then > OK := TRUE; > else > printf(`Tolerance must be positive number.\n`); > fi; > od; > OK := FALSE; > while OK = FALSE do > printf(`Input maximum number of iterations `); > printf(`- integer.\n`); > NN := scanf(`%d`)[1]; > # Use NN in place of N > if NN > 0 then > OK := TRUE; > else > printf(`Number must be positive integer.\n`); > fi; > od; > else > printf(`The dimension must be a positive integer.\n`); > fi; > od; > else > printf(`The program will end so the input file can be created.\n`); > fi; > if OK = TRUE then > printf(`Choice of output method:\n`); > printf(`1. Output to screen\n`); > printf(`2. Output to text file\n`); > printf(`Please enter 1 or 2.\n`); > FLAG := scanf(`%d`)[1]; > if FLAG = 2 then > printf(`Input the file name in the form - drive:\\name.ext\n`); > printf(`for example A:\\OUTPUT.DTA\n`); > NAME := scanf(`%s`)[1]; > OUP := fopen(NAME,WRITE,TEXT); > else > OUP := default; > fi; > fprintf(OUP, `POWER METHOD\n\n`); > fprintf(OUP, `iter approx approx eigenvector\n`); > fprintf(OUP, ` eigenvalue\n`); > # Step 1 > K := 1; > # Step 2 > LP := 1; > AMAX := abs(X[0]); > for I from 2 to N do > if abs(X[I-1]) > AMAX then > AMAX := abs(X[I-1]); > LP := I; > fi; > od; > # Step 3 > for I from 1 to N do > X[I-1] := X[I-1]/AMAX; > od; > # Step 4 > while K <= NN and OK = TRUE do > # Step 5 > for I from 1 to N do > Y[I-1] := 0; > for J from 1 to N do > Y[I-1] := Y[I-1] + A[I-1,J-1] * X[J-1]; > od; > od; > # Step 6 > YMU := Y[LP-1]; > # Step 7 > LP := 1; > AMAX := abs(Y[0]); > for I from 2 to N do > if abs(Y[I-1]) > AMAX then > AMAX := abs(Y[I-1]); > LP := I; > fi; > od; > # Step 8 > if AMAX <= 0 then > printf(`0 eigenvalue - select another `); > printf(`initial vector and begin again\n`); > OK := FALSE; > else > # Step 9 > ERR := 0; > for I from 1 to N do > T := Y[I-1]/Y[LP-1]; > if abs(X[I-1]-T) > ERR then > ERR := abs(X[I-1]-T); > fi; > X[I-1] := T; > od; > fprintf(OUP, `%d %12.8f`, K, YMU); > # Step 10 > for I from 1 to N do > fprintf(OUP, ` %11.8f`, X[I-1]); > od; > fprintf(OUP, `\n`); > if ERR <= TOL then > fprintf(OUP, `\n\nThe eigenvalue = %12.8f`,YMU); > fprintf(OUP, ` to tolerance = %.10e\n`, TOL); > fprintf(OUP, `obtained on iteration number = %d\n\n`, K); > fprintf(OUP, `Unit eigenvector is :\n\n`); > for I from 1 to N do > fprintf(OUP, ` %11.8f`, X[I-1]); > od; > fprintf(OUP, `\n`); > OK := FALSE; > fi; > # Step 11 > K := K+1; > fi; > # Step 12 > od; > if K > NN then > printf(`Method did not converge within %d iterations\n`, NN); > fi; > if OUP <> default then > fclose(OUP): > printf(`Output file %s created successfully`,NAME); > fi; > fi; > RETURN(0); > end; > alg091();