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1;;; -*- Mode: Lisp -*-
2;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;
3;;;
4;;; Copyright (C) 1999, 2002, 2009, 2015 Marek Rychlik <rychlik@u.arizona.edu>
5;;;
6;;; This program is free software; you can redistribute it and/or modify
7;;; it under the terms of the GNU General Public License as published by
8;;; the Free Software Foundation; either version 2 of the License, or
9;;; (at your option) any later version.
10;;;
11;;; This program is distributed in the hope that it will be useful,
12;;; but WITHOUT ANY WARRANTY; without even the implied warranty of
13;;; MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
14;;; GNU General Public License for more details.
15;;;
16;;; You should have received a copy of the GNU General Public License
17;;; along with this program; if not, write to the Free Software
18;;; Foundation, Inc., 59 Temple Place - Suite 330, Boston, MA 02111-1307, USA.
19;;;
20;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;
21
22(defpackage "MONOM"
23 (:use :cl :copy)
24 (:export "MONOM"
25 "EXPONENT"
26 "MONOM-DIMENSION"
27 "MONOM-EXPONENTS"
28 "MONOM-EQUALP"
29 "MONOM-ELT"
30 "MONOM-TOTAL-DEGREE"
31 "MONOM-SUGAR"
32 "MONOM-MULTIPLY-BY"
33 "MONOM-DIVIDE-BY"
34 "MONOM-COPY-INSTANCE"
35 "MONOM-MULTIPLY-2"
36 "MONOM-MULTIPLY"
37 "MONOM-DIVIDES-P"
38 "MONOM-DIVIDES-LCM-P"
39 "MONOM-LCM-DIVIDES-LCM-P"
40 "MONOM-LCM-EQUAL-LCM-P"
41 "MONOM-DIVISIBLE-BY-P"
42 "MONOM-REL-PRIME-P"
43 "MONOM-LCM"
44 "MONOM-GCD"
45 "MONOM-DEPENDS-P"
46 "MONOM-LEFT-TENSOR-PRODUCT-BY"
47 "MONOM-RIGHT-TENSOR-PRODUCT-BY"
48 "MONOM-LEFT-CONTRACT"
49 "MAKE-MONOM-VARIABLE"
50 "MONOM->LIST"
51 "LEX>"
52 "GRLEX>"
53 "REVLEX>"
54 "GREVLEX>"
55 "INVLEX>"
56 "REVERSE-MONOMIAL-ORDER"
57 "MAKE-ELIMINATION-ORDER-FACTORY")
58 (:documentation
59 "This package implements basic operations on monomials, including
60various monomial orders.
61
62DATA STRUCTURES: Conceptually, monomials can be represented as lists:
63
64 monom: (n1 n2 ... nk) where ni are non-negative integers
65
66However, lists may be implemented as other sequence types, so the
67flexibility to change the representation should be maintained in the
68code to use general operations on sequences whenever possible. The
69optimization for the actual representation should be left to
70declarations and the compiler.
71
72EXAMPLES: Suppose that variables are x and y. Then
73
74 Monom x*y^2 ---> (1 2) "))
75
76(in-package :monom)
77
78(proclaim '(optimize (speed 3) (space 0) (safety 0) (debug 0)))
79
80(deftype exponent ()
81 "Type of exponent in a monomial."
82 'fixnum)
83
84(defclass monom ()
85 ((exponents :initarg :exponents :accessor monom-exponents
86 :documentation "The powers of the variables."))
87 ;; default-initargs are not needed, they are handled by SHARED-INITIALIZE
88 ;;(:default-initargs :dimension 'foo :exponents 'bar :exponent 'baz)
89 (:documentation
90 "Implements a monomial, i.e. a product of powers
91of variables, like X*Y^2."))
92
93(defmethod print-object ((self monom) stream)
94 (print-unreadable-object (self stream :type t :identity t)
95 (with-accessors ((exponents monom-exponents))
96 self
97 (format stream "EXPONENTS=~A"
98 exponents))))
99
100(defmethod initialize-instance :after ((self monom)
101 &key
102 (dimension 0 dimension-supplied-p)
103 (exponents nil exponents-supplied-p)
104 (exponent 0)
105 &allow-other-keys
106 )
107 "The following INITIALIZE-INSTANCE method allows instance initialization
108of a MONOM in a style similar to MAKE-ARRAY, e.g.:
109
110 (MAKE-INSTANCE :EXPONENTS '(1 2 3)) --> #<MONOM EXPONENTS=#(1 2 3)>
111 (MAKE-INSTANCE :DIMENSION 3) --> #<MONOM EXPONENTS=#(0 0 0)>
112 (MAKE-INSTANCE :DIMENSION 3 :EXPONENT 7) --> #<MONOM EXPONENTS=#(7 7 7)>
113
114If both DIMENSION and EXPONENTS are supplied, they must be compatible,
115i.e. the length of EXPONENTS must be equal DIMENSION. If EXPONENTS
116is not supplied, a monom with repeated value EXPONENT is created.
117By default EXPONENT is 0, which results in a constant monomial.
118"
119 (cond
120 (exponents-supplied-p
121 (when (and dimension-supplied-p
122 (/= dimension (length exponents)))
123 (error "EXPONENTS (~A) must have supplied length DIMENSION (~A)"
124 exponents dimension))
125 (let ((dim (length exponents)))
126 (setf (slot-value self 'exponents) (make-array dim :initial-contents exponents))))
127 (dimension-supplied-p
128 ;; when all exponents are to be identical
129 (setf (slot-value self 'exponents) (make-array (list dimension)
130 :initial-element exponent
131 :element-type 'exponent)))
132 (t
133 (error "Initarg DIMENSION or EXPONENTS must be supplied."))))
134
135(defgeneric monom-dimension (m)
136 (:method ((m monom))
137 (length (monom-exponents m))))
138
139(defgeneric universal-equalp (object1 object2)
140 (:documentation "Returns T iff OBJECT1 and OBJECT2 are equal.")
141 (:method ((m1 monom) (m2 monom))
142 "Returns T iff monomials M1 and M2 have identical EXPONENTS."
143 (equalp (monom-exponents m1) (monom-exponents m2))))
144
145(defgeneric monom-elt (m index)
146 (:documentation "Return the power in the monomial M of variable number INDEX."
147 (:method ((m monom) index)
148 "Return the power in the monomial M of variable number INDEX."
149 (with-slots (exponents)
150 m
151 (elt exponents index))))
152
153(defgeneric (setf monom-elt) (new-value m index)
154 (:documentation "Set the power in the monomial M of variable number INDEX.")
155 (:method (new-value (m monom) index)
156 (with-slots (exponents)
157 m
158 (setf (elt exponents index) new-value))))
159
160(defgeneric total-degree (m &optional start end)
161 (:documentation "Return the total degree of a monomoal M. Optinally, a range
162of variables may be specified with arguments START and END.")
163 (:method ((m monom) &optional (start 0) (end (monom-dimension m)))
164 (declare (type fixnum start end))
165 (with-slots (exponents)
166 m
167 (reduce #'+ exponents :start start :end end))))
168
169(defgeneric sugar (m &optional start end)
170 (:documentation "Return the sugar of a monomial M. Optinally, a range
171of variables may be specified with arguments START and END.")
172 (:method ((m monom) &optional (start 0) (end (monom-dimension m)))
173 (declare (type fixnum start end))
174 (total-degree m start end)))
175
176(defgeneric multiply-by (self other)
177 (:documentation "Multiply SELF by OTHER, return SELF.")
178 (:method ((self monom) (other monom))
179 (with-slots ((exponents1 exponents))
180 self
181 (with-slots ((exponents2 exponents))
182 other
183 (unless (= (length exponents1) (length exponents2))
184 (error "Incompatible dimensions"))
185 (map-into exponents1 #'+ exponents1 exponents2)))
186 self))
187
188(defgeneric divide-by (self other)
189 (:documentation "Divide SELF by OTHER, return SELF.")
190 (:method ((self monom) (other monom))
191 (with-slots ((exponents1 exponents))
192 self
193 (with-slots ((exponents2 exponents))
194 other
195 (unless (= (length exponents1) (length exponents2))
196 (error "divide-by: Incompatible dimensions."))
197 (unless (every #'>= exponents1 exponents2)
198 (error "divide-by: Negative power would result."))
199 (map-into exponents1 #'- exponents1 exponents2)))
200 self))
201
202(defmethod copy-instance :around ((object monom) &rest initargs &key &allow-other-keys)
203 "An :AROUND method of COPY-INSTANCE. It replaces
204exponents with a fresh copy of the sequence."
205 (declare (ignore object initargs))
206 (let ((copy (call-next-method)))
207 (setf (monom-exponents copy) (copy-seq (monom-exponents copy)))
208 copy))
209
210(defun multiply-2 (object1 object2)
211 "Multiply OBJECT1 by OBJECT2"
212 (multiply-by (copy-instance object1) (copy-instance object2)))
213
214(defun multiply (&rest factors)
215 "Non-destructively multiply list FACTORS."
216 (reduce #'multiply-2 factors))
217
218(defun divide (numerator &rest denominators)
219 "Non-destructively divide object NUMERATOR by product of DENOMINATORS."
220 (divide-by (copy-instance numerator) (multiply denominators)))
221
222(defmethod monom-divides-p ((m1 monom) (m2 monom))
223 "Returns T if monomial M1 divides monomial M2, NIL otherwise."
224 (with-slots ((exponents1 exponents))
225 m1
226 (with-slots ((exponents2 exponents))
227 m2
228 (every #'<= exponents1 exponents2))))
229
230(defmethod monom-divides-lcm-p ((m1 monom) (m2 monom) (m3 monom))
231 "Returns T if monomial M1 divides LCM(M2,M3), NIL otherwise."
232 (every #'(lambda (x y z) (<= x (max y z)))
233 m1 m2 m3))
234
235(defmethod monom-lcm-divides-lcm-p ((m1 monom) (m2 monom) (m3 monom) (m4 monom))
236 "Returns T if monomial MONOM-LCM(M1,M2) divides MONOM-LCM(M3,M4), NIL otherwise."
237 (declare (type monom m1 m2 m3 m4))
238 (every #'(lambda (x y z w) (<= (max x y) (max z w)))
239 m1 m2 m3 m4))
240
241(defmethod monom-lcm-equal-lcm-p ((m1 monom) (m2 monom) (m3 monom) (m4 monom))
242 "Returns T if monomial LCM(M1,M2) equals LCM(M3,M4), NIL otherwise."
243 (with-slots ((exponents1 exponents))
244 m1
245 (with-slots ((exponents2 exponents))
246 m2
247 (with-slots ((exponents3 exponents))
248 m3
249 (with-slots ((exponents4 exponents))
250 m4
251 (every
252 #'(lambda (x y z w) (= (max x y) (max z w)))
253 exponents1 exponents2 exponents3 exponents4))))))
254
255(defgeneric divisible-by-p (object1 object2)
256 (:documentation "Return T if OBJECT1 is divisible by OBJECT2.")
257 (:method ((m1 monom) (m2 monom))
258 "Returns T if monomial M1 is divisible by monomial M2, NIL otherwise."
259 (with-slots ((exponents1 exponents))
260 m1
261 (with-slots ((exponents2 exponents))
262 m2
263 (every #'>= exponents1 exponents2)))))
264
265(defgeneric rel-prime-p (object1 object2)
266 "Returns T if objects OBJECT1 and OBJECT2 are relatively prime."
267 (:method ((m1 monom) (m2 monom))
268 "Returns T if two monomials M1 and M2 are relatively prime (disjoint)."
269 (with-slots ((exponents1 exponents))
270 m1
271 (with-slots ((exponents2 exponents))
272 m2
273 (every #'(lambda (x y) (zerop (min x y))) exponents1 exponents2)))))
274
275(defmethod monom-lcm ((m1 monom) (m2 monom))
276 "Returns least common multiple of monomials M1 and M2."
277 (with-slots ((exponents1 exponents))
278 m1
279 (with-slots ((exponents2 exponents))
280 m2
281 (let* ((exponents (copy-seq exponents1)))
282 (map-into exponents #'max exponents1 exponents2)
283 (make-instance 'monom :exponents exponents)))))
284
285
286(defmethod monom-gcd ((m1 monom) (m2 monom))
287 "Returns greatest common divisor of monomials M1 and M2."
288 (with-slots ((exponents1 exponents))
289 m1
290 (with-slots ((exponents2 exponents))
291 m2
292 (let* ((exponents (copy-seq exponents1)))
293 (map-into exponents #'min exponents1 exponents2)
294 (make-instance 'monom :exponents exponents)))))
295
296(defmethod monom-depends-p ((m monom) k)
297 "Return T if the monomial M depends on variable number K."
298 (declare (type fixnum k))
299 (with-slots (exponents)
300 m
301 (plusp (elt exponents k))))
302
303(defmethod monom-left-tensor-product-by ((self monom) (other monom))
304 (with-slots ((exponents1 exponents))
305 self
306 (with-slots ((exponents2 exponents))
307 other
308 (setf exponents1 (concatenate 'vector exponents2 exponents1))))
309 self)
310
311(defmethod monom-right-tensor-product-by ((self monom) (other monom))
312 (with-slots ((exponents1 exponents))
313 self
314 (with-slots ((exponents2 exponents))
315 other
316 (setf exponents1 (concatenate 'vector exponents1 exponents2))))
317 self)
318
319(defmethod monom-left-contract ((self monom) k)
320 "Drop the first K variables in monomial M."
321 (declare (fixnum k))
322 (with-slots (exponents)
323 self
324 (setf exponents (subseq exponents k)))
325 self)
326
327(defun make-monom-variable (nvars pos &optional (power 1)
328 &aux (m (make-instance 'monom :dimension nvars)))
329 "Construct a monomial in the polynomial ring
330RING[X[0],X[1],X[2],...X[NVARS-1]] over the (unspecified) ring RING
331which represents a single variable. It assumes number of variables
332NVARS and the variable is at position POS. Optionally, the variable
333may appear raised to power POWER. "
334 (declare (type fixnum nvars pos power) (type monom m))
335 (with-slots (exponents)
336 m
337 (setf (elt exponents pos) power)
338 m))
339
340(defmethod monom->list ((m monom))
341 "A human-readable representation of a monomial M as a list of exponents."
342 (coerce (monom-exponents m) 'list))
343
344
345;; pure lexicographic
346(defgeneric lex> (p q &optional start end)
347 (:documentation "Return T if P>Q with respect to lexicographic
348order, otherwise NIL. The second returned value is T if P=Q,
349otherwise it is NIL.")
350 (:method ((p monom) (q monom) &optional (start 0) (end (monom-dimension p)))
351 (declare (type fixnum start end))
352 (do ((i start (1+ i)))
353 ((>= i end) (values nil t))
354 (cond
355 ((> (monom-elt p i) (monom-elt q i))
356 (return-from lex> (values t nil)))
357 ((< (monom-elt p i) (monom-elt q i))
358 (return-from lex> (values nil nil)))))))
359
360;; total degree order, ties broken by lexicographic
361(defgeneric grlex> (p q &optional start end)
362 (:documentation "Return T if P>Q with respect to graded
363lexicographic order, otherwise NIL. The second returned value is T if
364P=Q, otherwise it is NIL.")
365 (:method ((p monom) (q monom) &optional (start 0) (end (monom-dimension p)))
366 (declare (type monom p q) (type fixnum start end))
367 (let ((d1 (monom-total-degree p start end))
368 (d2 (monom-total-degree q start end)))
369 (declare (type fixnum d1 d2))
370 (cond
371 ((> d1 d2) (values t nil))
372 ((< d1 d2) (values nil nil))
373 (t
374 (lex> p q start end))))))
375
376;; reverse lexicographic
377(defgeneric revlex> (p q &optional start end)
378 (:documentation "Return T if P>Q with respect to reverse
379lexicographic order, NIL otherwise. The second returned value is T if
380P=Q, otherwise it is NIL. This is not and admissible monomial order
381because some sets do not have a minimal element. This order is useful
382in constructing other orders.")
383 (:method ((p monom) (q monom) &optional (start 0) (end (monom-dimension p)))
384 (declare (type fixnum start end))
385 (do ((i (1- end) (1- i)))
386 ((< i start) (values nil t))
387 (declare (type fixnum i))
388 (cond
389 ((< (monom-elt p i) (monom-elt q i))
390 (return-from revlex> (values t nil)))
391 ((> (monom-elt p i) (monom-elt q i))
392 (return-from revlex> (values nil nil)))))))
393
394
395;; total degree, ties broken by reverse lexicographic
396(defgeneric grevlex> (p q &optional start end)
397 (:documentation "Return T if P>Q with respect to graded reverse
398lexicographic order, NIL otherwise. The second returned value is T if
399P=Q, otherwise it is NIL.")
400 (:method ((p monom) (q monom) &optional (start 0) (end (monom-dimension p)))
401 (declare (type fixnum start end))
402 (let ((d1 (monom-total-degree p start end))
403 (d2 (monom-total-degree q start end)))
404 (declare (type fixnum d1 d2))
405 (cond
406 ((> d1 d2) (values t nil))
407 ((< d1 d2) (values nil nil))
408 (t
409 (revlex> p q start end))))))
410
411(defgeneric invlex> (p q &optional start end)
412 (:documentation "Return T if P>Q with respect to inverse
413lexicographic order, NIL otherwise The second returned value is T if
414P=Q, otherwise it is NIL.")
415 (:method ((p monom) (q monom) &optional (start 0) (end (monom-dimension p)))
416 (declare (type fixnum start end))
417 (do ((i (1- end) (1- i)))
418 ((< i start) (values nil t))
419 (declare (type fixnum i))
420 (cond
421 ((> (monom-elt p i) (monom-elt q i))
422 (return-from invlex> (values t nil)))
423 ((< (monom-elt p i) (monom-elt q i))
424 (return-from invlex> (values nil nil)))))))
425
426(defun reverse-monomial-order (order)
427 "Create the inverse monomial order to the given monomial order ORDER."
428 #'(lambda (p q &optional (start 0) (end (monom-dimension q)))
429 (declare (type monom p q) (type fixnum start end))
430 (funcall order q p start end)))
431
432;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;
433;;
434;; Order making functions
435;;
436;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;
437
438;; This returns a closure with the same signature
439;; as all orders such as #'LEX>.
440(defun make-elimination-order-factory-1 (&optional (secondary-elimination-order #'lex>))
441 "It constructs an elimination order used for the 1-st elimination ideal,
442i.e. for eliminating the first variable. Thus, the order compares the degrees of the
443first variable in P and Q first, with ties broken by SECONDARY-ELIMINATION-ORDER."
444 #'(lambda (p q &optional (start 0) (end (monom-dimension p)))
445 (declare (type monom p q) (type fixnum start end))
446 (cond
447 ((> (monom-elt p start) (monom-elt q start))
448 (values t nil))
449 ((< (monom-elt p start) (monom-elt q start))
450 (values nil nil))
451 (t
452 (funcall secondary-elimination-order p q (1+ start) end)))))
453
454;; This returns a closure which is called with an integer argument.
455;; The result is *another closure* with the same signature as all
456;; orders such as #'LEX>.
457(defun make-elimination-order-factory (&optional
458 (primary-elimination-order #'lex>)
459 (secondary-elimination-order #'lex>))
460 "Return a function with a single integer argument K. This should be
461the number of initial K variables X[0],X[1],...,X[K-1], which precede
462remaining variables. The call to the closure creates a predicate
463which compares monomials according to the K-th elimination order. The
464monomial orders PRIMARY-ELIMINATION-ORDER and
465SECONDARY-ELIMINATION-ORDER are used to compare the first K and the
466remaining variables, respectively, with ties broken by lexicographical
467order. That is, if PRIMARY-ELIMINATION-ORDER yields (VALUES NIL T),
468which indicates that the first K variables appear with identical
469powers, then the result is that of a call to
470SECONDARY-ELIMINATION-ORDER applied to the remaining variables
471X[K],X[K+1],..."
472 #'(lambda (k)
473 (cond
474 ((<= k 0)
475 (error "K must be at least 1"))
476 ((= k 1)
477 (make-elimination-order-factory-1 secondary-elimination-order))
478 (t
479 #'(lambda (p q &optional (start 0) (end (monom-dimension p)))
480 (declare (type monom p q) (type fixnum start end))
481 (multiple-value-bind (primary equal)
482 (funcall primary-elimination-order p q start k)
483 (if equal
484 (funcall secondary-elimination-order p q k end)
485 (values primary nil))))))))
486
487(defclass term (monom)
488 ((coeff :initarg :coeff :accessor term-coeff))
489 (:default-initargs :coeff nil)
490 (:documentation "Implements a term, i.e. a product of a scalar
491and powers of some variables, such as 5*X^2*Y^3."))
492
493(defmethod print-object ((self term) stream)
494 (print-unreadable-object (self stream :type t :identity t)
495 (with-accessors ((exponents monom-exponents)
496 (coeff term-coeff))
497 self
498 (format stream "EXPONENTS=~A COEFF=~A"
499 exponents coeff))))
500
501(defmethod universal-equalp ((term1 term) (term2 term))
502 "Returns T if TERM1 and TERM2 are equal as MONOM, and coefficients
503are UNIVERSAL-EQUALP."
504 (and (call-next-method)
505 (universal-equalp (term-coeff term1) (term-coeff term2))))
506
507(defmethod update-instance-for-different-class :after ((old monom) (new term) &key)
508 (setf (term-coeff new) 1))
509
510(defmethod multiply-by :before ((self term) (other term))
511 "Destructively multiply terms SELF and OTHER and store the result into SELF.
512It returns SELF."
513 (setf (term-coeff self) (multiply-by (term-coeff self) (scalar-coeff other))))
514
515(defmethod term-left-tensor-product-by :before ((self term) (other term))
516 (setf (term-coeff self) (universal-multiply-by (term-coeff self) (term-coeff other))))
517
518(defmethod term-right-tensor-product-by :before ((self term) (other term))
519 (setf (term-coeff self) (multiply-by (term-coeff self) (term-coeff other))))
520
521(defmethod divide-by :before ((self term) (other term))
522 (setf (term-coeff self) (divide-by (term-coeff self) (term-coeff other))))
523
524(defmethod monom-unary-minus ((self term))
525 (setf (term-coeff self) (monom-unary-minus (term-coeff self)))
526 self)
527
528(defmethod monom-multiply ((term1 term) (term2 term))
529 "Non-destructively multiply TERM1 by TERM2."
530 (monom-multiply-by (copy-instance term1) (copy-instance term2)))
531
532(defmethod monom-multiply ((term1 number) (term2 monom))
533 "Non-destructively multiply TERM1 by TERM2."
534 (monom-multiply term1 (change-class (copy-instance term2) 'term)))
535
536(defmethod monom-zerop ((self term))
537 (zerop (term-coeff self)))
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