procedure FIND GRADIENTS AT NODES(X,Y,GRAD,LBX,UBX); value LBX,UBX; integer LBX,UBX; array X,Y,GRAD; comment X AND Y ARE ARRAYS WITH SUBSCRIPTS FROM LBX TO UBX GIVING THE ABSCISSAE AND ORDINATES RESPECT- IVELY OF THE DATA POINTS. THESE SHOULD BE IN ASCENDING ORDER OF ABSCISSAE, WITH NO TWO ABSCISSAE EQUAL. THE ARRAYS MUST CONTAIN AT LEAST FOUR POINTS. GRAD IS AN ARRAY HAVING THE SAME SUBSCRIPTS AS X AND Y INTO WHICH WILL BE PLACED THE CALCULATED GRADIENTS OF THE REQUIRED CUBICS AT EACH OF THE DATA POINTS. LBX AND UBX ARE INTEGERS GIVING THE MINIMUM AND MAXIMUM VALUES RESPECTIVELY OF THE SUBSCRIPTS OF THE ARRAYS X, Y, AND GRAD; begin integer I,ILESS2,ILESS1,IPLUS1,IPLUS2; real X0,X1,X2,X3,X4,Y2,PROD1,PROD2,NUM,DENOM,G, COEFF2,XDIFF,XPROD,WEIGHT; for I ≔ LBX step 1 until UBX do begin comment SPECIAL TREATMENT IS NEEDED AT END POINT; ILESS1 ≔ if I>LBX then I-1 else I+3; IPLUS1 ≔ if I<UBX then I+1 else I-3; X2 ≔ X[I]; Y2 ≔ Y[I]; X1 ≔ X[ILESS1]-X2; X3 ≔ X[IPLUS1]-X2; comment FIRST FIT A QUADRATIC THROUGH X1,X2,X3; PROD1 ≔ (Y[ILESS1]-Y2)×X3; PROD2 ≔ (Y[IPLUS1]-Y2)×X1; DENOM ≔ X1×X3×(X[ILESS1]-X[IPLUS1]); G ≔ (X1×PROD2-X3×PROD1)/DENOM; COEFF2 ≔ (PROD1-PROD2)/DENOM; comment IF X0 EXISTS, FIND ITS CONTRIBUTION TO THE CUBIC ADJUSTMENT; if I ⩽ LBX+1 then NUM ≔ DENOM ≔ 0·0 else begin ILESS2 ≔ I-2; X0 ≔ X[ILESS2]-X2; XDIFF ≔ X[ILESS2]-X[ILESS1]; XPROD ≔ X0×XDIFF×(X[ILESS2]-X[IPLUS1]); WEIGHT ≔ XPROD/(XDIFF×XDIFF); NUM ≔ WEIGHT×(Y[ILESS2]-Y2-X0×(G+X0×COEFF2)); DENOM ≔ WEIGHT×XPROD end; comment IF X4 EXISTS, FIND ITS CONTRIBUTION TO THE CUBIC ADJUSTMENT; if I<UBX-1 then begin IPLUS2 ≔ I+2; X4 ≔ X[IPLUS2]-X2; XDIFF ≔ X[IPLUS2]-X[IPLUS1]; XPROD ≔ X4×XDIFF×(X[IPLUS2]-X[ILESS1]); WEIGHT ≔ XPROD/(XDIFF×XDIFF); NUM ≔ NUM+WEIGHT×(Y[IPLUS2]-Y2-X4×(G+X4×COEFF2)); DENOM ≔ DENOM+WEIGHT×XPROD end; GRAD[I] ≔ G+NUM×X1×X3/DENOM end end OF PROCEDURE FIND GRADIENTS AT NODES; procedure COEFFS(X,Y,GRAD,I,C0,C1,C2,C3); value I; integer I; real C0,C1,C2,C3; array X,Y,GRAD; comment THIS PROCEDURE CALCULATES THE COEFFICIENTS OF THE CUBIC (IN THE RANGE X[I] TO X[I+1]) WHICH HAS VALUES Y[I], Y[I 1] AND GRADIENTS GRAD[I], GRAD[I+1] AT X[I], X[I+1] RESPECTIVELY. THE CUBIC TAKES THE FORM C0 + C1*(X-X[I]) + C2*(X-X[I])'2 + C3*(X-X[I])'3; begin real H,DY; C0 ≔ Y[I]; H ≔ X[I+1]-X[I]; DY ≔ Y[I+1]-C0; C1 ≔ GRAD[I]; C2 ≔ (3·0×DY-H×(2·0×C1+GRAD[I+1]))/(H×H); C3 ≔ (H×(C1+GRAD[I+1])-2·0×DY)/H; end OF PROCEDURE COEFFS;