Matrix support added.

grsp2.scm

@@ -53,7 +53,8 @@
 	    grsp-wagstaff-prime
 	    grsp-dobinski-formula
 	    grsp-method-newton
-	    grsp-method-euler))
+	    grsp-method-euler
+	    grsp-lerp))
 
 
 ; grsp-gtels - Finds if p_n1 is greater, equal or smaller than p_n2.
@@ -608,3 +609,26 @@
     res))
 
 
+; grsp-lerp - Linear interpolation. Interpolates p_y3 in the interval (p_x1, p_x2) 
+; given p_x3.
+;
+; Arguments:
+; - p_x1: x1
+; - p_x2: x2
+; - p_x3: x3
+; - p_y1: y1
+; - p_y2: y2
+; 
+; Output:
+; - y3.
+;
+; Sources:
+; - En.wikipedia.org. (2020). Linear interpolation. [online] Available at:
+;   https://en.wikipedia.org/wiki/Linear_interpolation [Accessed 24 Jan. 2020].
+;
+(define (grsp-lerp p_x1 p_x2 p_x3 p_y1 p_y2)
+  (let ((res 0))
+    (set! res (+ p_y1 (* (- p_x3 p_x1) (/ (- p_y2 p_y1) (- p_x2 p_x1)))))
+    res))
+
+

grsp3.scm

@@ -0,0 +1,293 @@
+; ==============================================================================
+;
+; grsp3.scm
+;
+; Matrices.
+;
+; ==============================================================================
+;
+; Copyright (C) 2020  Pablo Edronkin (pablo.edronkin at yahoo.com)
+;
+;   This program is free software: you can redistribute it and/or modify
+;   it under the terms of the GNU Lesser General Public License as published by
+;   the Free Software Foundation, either version 3 of the License, or
+;   (at your option) any later version.
+;
+;   This program is distributed in the hope that it will be useful,
+;   but WITHOUT ANY WARRANTY; without even the implied warranty of
+;   MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+;   GNU Lesser General Public License for more details.
+;
+;   You should have received a copy of the GNU Lesser General Public License
+;   along with this program. If not, see <https://www.gnu.org/licenses/>.
+;
+; ==============================================================================
+
+; http://www.hep.by/gnu/guile/Array-Procedures.html#Array-Procedures
+; https://en.wikipedia.org/wiki/Numerical_linear_algebra
+
+(define-module (grsp grsp3)
+  #:use-module (grsp grsp2)
+  #:export (grsp-matrix-esi
+	    grsp-matrix-create
+	    grsp-matrix-change
+	    grsp-matrix-transpose
+	    grsp-matrix-opsc
+	    grsp-matrix-sub))
+
+
+; grsp-matrix-esi - Extracts shape information from an m x n matrix.
+;
+; Arguments:
+; - p_e: number indicating the element value desired.
+; - 1: low boundary for m.
+; - 2: high boundary for m.
+; - 3: low boundary for n.
+; - 4: high boundary for n.
+;
+; Output:
+; - A number corresponding to the shape element value desired. Returns 0 
+;    if p_e is incorrect.
+;
+(define (grsp-matrix-esi p_e p_m)
+  (let ((res 0)
+	(s 0))
+    (set! s (array-shape p_m))
+    (cond ((equal? p_e 1)
+	   (set! res (car (car s))))
+	  ((equal? p_e 2)
+	   (set! res (car (cdr (car s)))))
+	  ((equal? p_e 3)
+	   (set! res (car (car (cdr s)))))
+	  ((equal? p_e 4)
+	   (set! res (car (cdr (car (cdr s)))))))
+    res))
+
+
+; grsp-matrix-create - Creates a p_m x p_n matrix and fill it with element value 
+; p_v.
+;
+; Arguments:
+; - p_v: element that will initially fill the matrix.
+; - p_x: size on x axis (cols), positive integer.
+; - p_y: size on y axis (rows), positive integer
+;
+(define (grsp-matrix-create p_v p_m p_n)
+  (let ((res 0)
+	(t "n")
+	(v 0)
+	(i 0)
+	(j 0))
+    (cond ((eq? (grsp-eiget p_m 0) #t)
+	   (cond ((eq? (grsp-eiget p_n 0) #t)
+
+		  ; For an identity matrix, First set all elements to 0.
+		  (cond ((equal? p_v "#I")
+			 (set! v 0))
+			(else (set! v p_v)))
+
+		  ; Build the matrix with all elements as 0.
+		  (set! res (make-array v p_m p_n))
+
+		  ; Once the matrix has been created, depending on the type of 
+		  ; matrix, modify its values.
+		  (cond ((equal? p_v "#I")
+			 (while (< i p_m)
+				(set! j 0)
+				(while (< j p_n)
+				       (cond ((eq? i j)
+					      (array-set! res 1 i j)))
+				       (set! j (+ j 1)))
+				(set! i (+ i 1)))))))))    
+    res))
+
+
+; grsp-matrix-change - Change the value to p_v2 where the value of a matrix's
+; element equals p_v1.
+;
+; Arguments:
+; - p_a: matrix to operate on.
+; - p_v1: value to be replaced.
+; - p_v2: value to replace p_v1 with.
+;
+; Output:
+; - A modified matrix p_a in which all p_v1 values would have been replaced by
+;   p_v2
+;
+(define (grsp-matrix-change p_a p_v1 p_v2)
+  (let ((res p_a)
+	(lm 0)
+	(hm 0)
+	(ln 0)
+	(hn 0)
+	(i 0)
+	(j 0))
+
+    ; Extract the boundaries of the matrix.
+    (set! lm (grsp-matrix-esi 1 res))
+    (set! hm (grsp-matrix-esi 2 res))
+    (set! ln (grsp-matrix-esi 3 res))
+    (set! hn (grsp-matrix-esi 4 res))
+
+    ; Cycle thorough the matrix and change to p_v1 those elements whose value is 
+    ; p_v1.
+    (set! i lm)
+    (while (<= i hm)
+	   (set! j ln)
+	   (while (<= j hn)
+		  (cond ((equal? (array-ref res i j) p_v1)
+			 (array-set! res p_v2 i j)))
+		  (set! j (+ j 1)))
+	   (set! i (+ i 1)))
+    res))
+
+
+; grsp-matrix-transpose - Transposes a matrix of shape m x n into another with
+; shape n x m.
+;
+; Arguments:
+; - p_a: matrix to be transposed.
+;
+(define (grsp-matrix-transpose p_a)
+  (let ((res1 p_a)
+	(res2 0)
+	(lm 0)
+	(hm 0)
+	(ln 0)
+	(hn 0)
+	(i 0)
+	(j 0))
+
+    ; Extract the boundaries of the matrix.
+    (set! lm (grsp-matrix-esi 1 res1))
+    (set! hm (grsp-matrix-esi 2 res1))
+    (set! ln (grsp-matrix-esi 3 res1))
+    (set! hn (grsp-matrix-esi 4 res1))	
+
+    ; Create new matrix with transposed shape.
+    (set! res2 (grsp-matrix-create res2 (+ (- hn ln) 1) (+ (- hm lm) 1)))
+
+    ; Transpose the elements.
+    (set! i lm)
+    (while (<= i hm)
+	   (set! j ln)
+	   (while (<= j hn)
+		  (array-set! res2 (array-ref res1 i j) j i)
+		  (set! j (+ j 1)))
+	   (set! i (+ i 1)))
+    res2))
+
+
+; grsp-matrix-opsc - Performs scalar operation p_s between matrix p_a and
+; scalar p_v or discrete operation on p_a.
+;c
+; Arguments:
+; - p_s: scalar operation.
+;   - "#+": scalar sum.
+;   - "#-": scalar substraction.
+;   - "#*": scalar multiplication.
+;   - "#/": scalar division.
+;   - "#expt": applies expt function to each element of p_a.
+;   - "#max": applies max function to each element of p_a.
+;   - "#min": applies min function to each element of p_a.
+;   - "#rw": replace all elements of p_a with p_v regardless of their value.
+;   - "#rprnd": replace all elements of p_a with pseudo random numbers in a
+;      normal distribution with mean 0.0 and standard deviation equal to p_v.
+;   - "#L": obtains the L matrix of p_a.
+;   - "#U": obtains the U matrix of p_a.
+; - p_a: matrix.
+; - p_v: scalar value.
+;
+; Notes:
+; - You may need to use seed->random-state for pseudo random numbers.
+;
+; Sources:
+; - Gnu.org. (2020). Random (Guile Reference Manual). [online] Available at:
+;   https://www.gnu.org/software/guile/manual/html_node/Random.html
+;   [Accessed 26 Jan. 2020].
+; - https://es.wikipedia.org/wiki/Factorizaci%C3%B3n_LU
+;
+(define (grsp-matrix-opsc p_s p_a p_v)
+  (let ((res1 p_a)
+	(res2 2)
+	(lm 0)
+	(hm 0)
+	(ln 0)
+	(hn 0)
+	(i 0)
+	(j 0))
+
+    ; Extract the boundaries of the matrix.
+    (set! lm (grsp-matrix-esi 1 res1))
+    (set! hm (grsp-matrix-esi 2 res1))
+    (set! ln (grsp-matrix-esi 3 res1))
+    (set! hn (grsp-matrix-esi 4 res1))
+
+    ; Create holding matrix.
+    (set! res2 (grsp-matrix-create res2 (+ (- hm ln) 1) (+ (- hn ln) 1)))
+
+    ; Apply scalar operation.
+    (set! i lm)
+    (while (<= i hm)
+	   (set! j ln)
+	   (while (<= j hn)
+		  (cond ((equal? p_s "#+")
+			 (array-set! res2 (+ (array-ref res1 i j) p_v) i j))
+			((equal? p_s "#-")
+			 (array-set! res2 (- (array-ref res1 i j) p_v) i j))
+			((equal? p_s "#*")
+			 (array-set! res2 (* (array-ref res1 i j) p_v) i j))
+			((equal? p_s "#/")
+			 (array-set! res2 (/ (array-ref res1 i j) p_v) i j))
+			((equal? p_s "#expt")
+			 (array-set! res2 (expt (array-ref res1 i j) p_v) i j))
+			((equal? p_s "#max")
+			 (array-set! res2 (max (array-ref res1 i j) p_v) i j))
+			((equal? p_s "#min")
+			 (array-set! res2 (min (array-ref res1 i j) p_v) i j))
+			((equal? p_s "#rw")
+			 (array-set! res2 p_v i j))
+			((equal? p_s "#L")
+			 (cond ((< i j)
+				(array-set! res2 0 i j))))	       
+			((equal? p_s "#U")
+			 (cond ((> i j)
+				(array-set! res2 0 i j))))			  
+			((equal? p_s "#rprnd")
+			 (array-set! res2 (+ 0.0 (* p_v (random:normal))) i j)))
+		  (set! j (+ j 1)))
+	   (set! i (+ i 1)))
+    res2))
+
+
+; grsp-matrix-sub - Extracts a block or sub matrix from matrix p_a. The process is
+; not destructive with regards to p_a. The user is responsable for providing
+; correct boundaries since the function does not check those parameters in 
+; relation to p_a.
+;
+; Arguments:
+; - p_a: matrix to be partitioned.
+; - p_lm: lower m boundary.
+; - p_hm: higher m boundary.
+; - p_ln: lower n boundary.
+; - p_hn: higher n boundary
+;
+(define (grsp-matrix-sub p_a p_lm p_hm p_ln p_hn)
+  (let ((res1 p_a)
+	(res2 2)
+	(i 0)
+	(j 0))
+
+    ; Create submatrix.
+    (set! res2 (grsp-matrix-create res2 (+ (- p_hm p_ln) 1) (+ (- p_hn p_ln) 1)))  
+
+    ; Copy to submatrix.
+    (set! i p_lm)
+    (while (<= i p_hm)
+	   (set! j p_ln)
+	   (while (<= j p_hn)
+		  (array-set! res2 (array-ref res1 i j) i j)
+		  (set! j (+ j 1)))
+	   (set! i (+ i 1)))
+    res2))
+