source: cpp/frams/genetics/genman.cpp @ 252

Last change on this file since 252 was 247, checked in by Maciej Komosinski, 10 years ago

Sources support both 32-bit and 64-bit, and more compilers
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1// This file is a part of the Framsticks GDK.
2// Copyright (C) 1999-2014  Maciej Komosinski and Szymon Ulatowski.  See LICENSE.txt for details.
3// Refer to http://www.framsticks.com/ for further information.
4
5#include "genman.h"
6#include <frams/vm/classes/genoobj.h>
7#include GEN_CONFIG_FILE //configuration of active genetic operators
8#include "common/framsg.h"
9#include "common/nonstd_math.h"
10#include "common/stl-util.h"
11#include <frams/errmgr/errmanager.h>
12
13
14#ifdef USE_GENMAN_f0
15#include "f0/oper_f0.h"
16#endif
17#ifdef USE_GENMAN_f0FUZZY
18#include "f0/oper_f0Fuzzy.h"
19#endif
20#ifdef USE_GENMAN_f1
21#include "f1/oper_f1.h"
22#endif
23#ifdef USE_GENMAN_f2
24#include "f2/oper_f2.h"
25#endif
26#ifdef USE_GENMAN_f2
27#include "f3/oper_f3.h"
28#endif
29#ifdef USE_GENMAN_f4
30#include "f4/oper_f4.h"
31#endif
32#ifdef USE_GENMAN_f5
33#include "f5/oper_f5.h"
34#endif
35#ifdef USE_GENMAN_f6
36#include "f6/oper_f6.h"
37#endif
38#ifdef USE_GENMAN_f7
39#include "f7/oper_f7.h"
40#endif
41#ifdef USE_GENMAN_f8
42#include "f8/oper_f8.h"
43#endif
44#ifdef USE_GENMAN_f9
45#include "f9/oper_f9.h"
46#endif
47#ifdef USE_GENMAN_fF
48#include "fF/oper_fF.h"
49#endif
50#ifdef USE_GENMAN_fT
51#include "fT/oper_fTest.h"
52#endif
53
54using namespace std; //string, vector
55
56//old code needs update:
57//#include "gengroups.h"
58//extern GenGroup *listaGen;
59//   GENGROUP(0)->l_del.add(sim->GM.onDelGen,&sim->GM); //before delete
60//   GENGROUP(0)->l_del.remove(sim->GM.onDelGen,&sim->GM); //before delete
61
62
63#define FIELDSTRUCT GenMan
64
65static ParamEntry GMparam_tab[] =
66{
67        { "Genetics", 1, 10, "GenMan", },
68        { "gen_hist", 0, PARAM_DONTSAVE, "Remember history of genetic operations", "d 0 1 0", FIELD(history), "Required for phylogenetic analysis", },
69        { "gen_hilite", 0, 0, "Use syntax highlighting", "d 0 1 1", FIELD(hilite), "Use colors for genes?\n(slows down viewing/editing of huge genotypes)", },
70        { "gen_extmutinfo", 0, 0, "Extended mutation info", "d 0 2 0 ~Off~Method ID~Method description", FIELD(extmutinfo), "If active, information about employed mutation method will be stored in the 'info' field of each mutated genotype.", },
71        { "operReport", 0, PARAM_DONTSAVE, "Operators report", "p()", PROCEDURE(p_report), "Show available genetic operators", },
72        { "toHTML", 0, PARAM_DONTSAVE, "HTMLize a genotype", "p s(s)", PROCEDURE(p_htmlize), "returns genotype expressed as colored HTML", },
73        { "toHTMLshort", 0, PARAM_DONTSAVE, "HTMLize a genotype, shorten if needed", "p s(s)", PROCEDURE(p_htmlizeshort), "returns genotype (abbreviated if needed) expressed as colored HTML", },
74        { "validate", 0, PARAM_DONTSAVE | PARAM_USERHIDDEN, "Validate", "p oGeno(oGeno)", PROCEDURE(p_validate), "returns validated (if possible) Geno object from supplied Geno", },
75        { "mutate", 0, PARAM_DONTSAVE | PARAM_USERHIDDEN, "Mutate", "p oGeno(oGeno)", PROCEDURE(p_mutate), "returns mutated Geno object from supplied Geno", },
76        { "crossOver", 0, PARAM_DONTSAVE | PARAM_USERHIDDEN, "Crossover", "p oGeno(oGeno,oGeno)", PROCEDURE(p_crossover), "returns crossed over genotype", },
77        { "getSimplest", 0, PARAM_DONTSAVE | PARAM_USERHIDDEN, "Get simplest genotype", "p oGeno(d format)", PROCEDURE(p_getsimplest), "returns the simplest genotype for a given encoding (format). 0 means f0, 4 means f4, etc.", },
78        { 0, },
79};
80
81static ParamEntry GMstats_tab[] =
82{
83        { "Genetics", 1, 12, "GenManStats", "Statistics for genetic operations." },
84        { "gen_count", 0, PARAM_READONLY, "Number of genetic operations so far", "d", FIELD(count), "", },
85        { "gen_mvalid", 0, PARAM_READONLY, "Mutations valid", "d", FIELD(valid_m), "", },
86        { "gen_mvalidated", 0, PARAM_READONLY, "Mutations validated", "d", FIELD(validated_m), "", },
87        { "gen_minvalid", 0, PARAM_READONLY, "Mutations invalid", "d", FIELD(invalid_m), "couldn't be repaired", },
88        { "gen_mfailed", 0, PARAM_READONLY, "Mutations failed", "d", FIELD(failed_m), "couldn't be performed", },
89        { "gen_xovalid", 0, PARAM_READONLY, "Crossovers valid", "d", FIELD(valid_xo), "", },
90        { "gen_xovalidated", 0, PARAM_READONLY, "Crossovers validated", "d", FIELD(validated_xo), "", },
91        { "gen_xoinvalid", 0, PARAM_READONLY, "Crossovers invalid", "d", FIELD(invalid_xo), "couldn't be repaired", },
92        { "gen_xofailed", 0, PARAM_READONLY, "Crossovers failed", "d", FIELD(failed_xo), "couldn't be performed", },
93        { "gen_mutimpr", 0, PARAM_READONLY, "Mutations total effect", "f", FIELD(mutchg), "total cumulative mutation change", },
94        { "gen_xoimpr", 0, PARAM_READONLY, "Crossovers total effect", "f", FIELD(xochg), "total cumulative crossover change", },
95        { "clrstats", 0, PARAM_DONTSAVE, "Clear stats and history", "p()", PROCEDURE(p_clearStats), "", },
96        { 0, },
97};
98
99#undef FIELDSTRUCT
100
101GenMan::GenMan() : localpar(GMparam_tab, this), localstats(GMstats_tab, this),
102seloperpar("GenOperators", "Genetics: Active operators"),
103par("GenMan", "Manages various genetic operations, using appropriate operators for the argument genotype format."),
104neuronsparam("Genetics: Neurons to add", "neuronsAdd", "neuadd_")
105{
106        history = 0;
107        hilite = 1;
108        clearStats();
109
110#ifdef USE_GENMAN_f0
111        oper_fx_list.push_back(new Geno_f0);
112#endif
113#ifdef USE_GENMAN_f0FUZZY
114        oper_fx_list.push_back(new Geno_f0Fuzzy);
115#endif
116#ifdef USE_GENMAN_f1
117        oper_fx_list.push_back(new Geno_f1);
118#endif
119#ifdef USE_GENMAN_f2
120        oper_fx_list.push_back(new Geno_f2);
121#endif
122#ifdef USE_GENMAN_f3
123        oper_fx_list.push_back(new Geno_f3);
124#endif
125#ifdef USE_GENMAN_f4
126        oper_fx_list.push_back(new Geno_f4);
127#endif
128#ifdef USE_GENMAN_f5
129        oper_fx_list.push_back(new Geno_f5);
130#endif
131#ifdef USE_GENMAN_f6
132        oper_fx_list.push_back(new Geno_f6);
133#endif
134#ifdef USE_GENMAN_f7
135        oper_fx_list.push_back(new Geno_f7);
136#endif
137#ifdef USE_GENMAN_f8
138        oper_fx_list.push_back(new Geno_f8);
139#endif
140#ifdef USE_GENMAN_f9
141        oper_fx_list.push_back(new GenoOper_f9);
142#endif
143#ifdef USE_GENMAN_fF
144        oper_fx_list.push_back(new GenoOper_fF);
145#endif
146#ifdef USE_GENMAN_fT
147        oper_fx_list.push_back(new GenoOper_fTest);
148#endif
149
150        seloper = new int[oper_fx_list.size()]; //may result in a little overhead if some of the operators on the oper_fx_list concern the same genetic format
151        int selopercount = 0;
152        for (unsigned int i = 0; i < oper_fx_list.size(); i++)
153        {
154                if (operformats.find(oper_fx_list[i]->supported_format) != -1) continue;
155                string type = string("~") + oper_fx_list[i]->name;
156                int dup = 0;
157                for (unsigned int j = i + 1; j < oper_fx_list.size(); j++)
158                        if (oper_fx_list[i]->supported_format == oper_fx_list[j]->supported_format)
159                        {
160                                type += "~";
161                                type += oper_fx_list[j]->name;
162                                dup++;
163                        }
164                type = ssprintf("d 0 %d ", dup) + type;
165                string id = ssprintf("genoper_f%c", oper_fx_list[i]->supported_format);
166                string name = ssprintf("Operators for f%c", oper_fx_list[i]->supported_format);
167                seloper[selopercount] = 0;
168                operformats += oper_fx_list[i]->supported_format;
169                //printf("%x %s %s %s\n",&seloper[selopercount],(const char*)id,(const char*)type,(const char*)name);
170                seloperpar.addProperty(&seloper[selopercount++], id.c_str(), type.c_str(), name.c_str(), "", PARAM_READONLY*(dup == 0));
171        }
172
173        par += &localpar;
174        par += &seloperpar;
175        par += &neuronsparam;
176        for (unsigned int i = 0; i < oper_fx_list.size(); i++)
177                if (oper_fx_list[i]->par.getParamTab()) par += &oper_fx_list[i]->par;
178}
179
180GenMan::~GenMan()
181{
182        for (unsigned int i = 0; i < oper_fx_list.size(); i++) delete oper_fx_list[i];
183        delete[] seloper;
184}
185
186void GenMan::setDefaults()
187{
188        for (unsigned int i = 0; i < oper_fx_list.size(); i++)
189        {
190                oper_fx_list[i]->par.setDefault();
191                oper_fx_list[i]->setDefaults();
192        }
193        localpar.setDefault();
194        //...and we do not reset others that are linked to 'par',
195        //because there quite a few of them, and not every of them defines defaults for each of its parameters.
196}
197
198int GenMan::testValidity(Geno &g, bool &canvalidate)
199{
200        const char *gg = g.getGene();
201        GenoOperators *gf = getOper_f(g.getFormat());
202        int check1;
203        if (!gf) { canvalidate = false; return GENOPER_NOOPER; }
204        else check1 = gf->checkValidity(gg);
205        if (!canvalidate) return check1; //just checking
206        if (check1 == GENOPER_OK) { canvalidate = false; return check1; }
207        char *g2 = strdup(gg);
208        if (gf->validate(g2) == GENOPER_NOOPER) { free(g2); canvalidate = false; return check1; }
209        if (check1 == GENOPER_NOOPER) //disaster: cannot check because there is no check operator
210        {
211                g.setGene(g2); free(g2); canvalidate = false; return GENOPER_NOOPER;
212        }
213        int check2 = gf->checkValidity(g2);
214        if (check2 == GENOPER_OK) g.setGene(g2);
215        free(g2);
216        if (check2 == GENOPER_OK) return check1;
217        canvalidate = false;
218        return check1; //could not validate.
219}
220
221int GenMan::testGenoValidity(Geno& g)
222{
223        bool fix = false;
224        switch (testValidity(g, fix))
225        {
226        case GENOPER_OK: return 1;
227        case GENOPER_NOOPER: return -1;
228        default: return 0;
229        }
230}
231
232Geno GenMan::Validate(const Geno& geny)
233{
234        char format = geny.getFormat();
235        GenoOperators *gf = getOper_f(format);
236        if (gf == NULL)
237                return Geno(SString::empty(), -1, SString::empty(), SString::sprintf("GENOPER_NOOPER: Validate(): don't know how to handle genetic format %c", format));
238        char *g2 = strdup(geny.getGene()); //copy for validation
239        int res = gf->validate(g2);
240        SString sg2 = g2;
241        free(g2);
242        if (res == GENOPER_OK)
243                return Geno(sg2, format, geny.getName(), geny.getComment());
244        else
245                return Geno(SString::empty(), -1, SString::empty(), SString::sprintf("GENOPER_NOOPER: validate() for format %c returned invalid value", format));
246}
247
248Geno GenMan::Mutate(const Geno& g)
249{
250        float chg; //how many changes
251        int method; //mutation method
252        char format = g.getFormat();
253        GenoOperators *gf = getOper_f(format);
254        if (gf == NULL)
255                return Geno(SString::empty(), -1, SString::empty(), SString::sprintf("GENOPER_NOOPER: Mutate(): don't know how to handle genetic format %c", format));
256        Geno gv = g;
257        bool canvalidate = true;
258        if (testValidity(gv, canvalidate) > 0 && canvalidate == false)
259                return Geno("", -1, "", "GENOPER_OPFAIL: Mutate(): cannot validate invalid source genotype");
260        bool ok = false;
261        int pcount = count;
262        while (!ok)
263        {
264                char *gn = strdup(gv.getGene()); //copy for mutation
265                chg = 0;
266                if (gf->mutate(gn, chg, method) == GENOPER_OK)
267                {
268                        ErrorHandler eh(ErrorHandler::StoreFirstMessage); //mute testValidity()
269                        Geno G(gn, gv.getFormat(), "", "");
270                        canvalidate = true;
271                        int res = testValidity(G, canvalidate);
272                        if (res == GENOPER_OK && canvalidate == false) { valid_m++; ok = true; }
273                        else
274                                if (res > 0 && canvalidate == false) invalid_m++; else
275                                {
276                                        validated_m++; ok = true;
277                                }
278                        if (ok) gv = G;
279                }
280                else failed_m++;
281                free(gn);
282                count++;
283                if (!ok && (count - pcount > 100))
284                {
285                        FMprintf("GenMan", "Mutate", 2, "Tried 100x and failed: %s", (const char*)g.getGene());
286                        return Geno("", -1, "", "GENOPER_OPFAIL: Mutate() tried 100x and failed");
287                }
288        }
289        mutchg += chg;
290        if (history) saveLink((const char*)g.getGene(), (const char*)gv.getGene(), chg);
291        SString mutinfo;
292        if (extmutinfo == 0) mutinfo = SString::sprintf("%.2f%% mutation of '%s'", 100 * chg, (const char*)g.getName()); else
293                if (extmutinfo == 1) mutinfo = SString::sprintf("%.2f%% mutation(%d) of '%s'", 100 * chg, method, (const char*)g.getName()); else
294                        mutinfo = SString::sprintf("%.2f%% mutation(%s) of '%s'", 100 * chg, gf->mutation_method_names ? gf->mutation_method_names[method] : "unspecified method name", (const char*)g.getName());
295        gv.setComment(mutinfo);
296        return gv;
297}
298
299Geno GenMan::CrossOver(const Geno& g1, const Geno& g2)
300{
301        char format = g1.getFormat();
302        if (format != g2.getFormat()) return Geno(SString::empty(), -1, SString::empty(), SString::sprintf("GENOPER_NOOPER: CrossOver() does not know how to handle parents with differing genetic formats (%c and %c)", format, g2.getFormat()));
303        GenoOperators *gf = getOper_f(format);
304        if (gf == NULL)
305                return Geno(SString::empty(), -1, SString::empty(), SString::sprintf("GENOPER_NOOPER: CrossOver(): don't know how to handle genetic format %c", format));
306        Geno g1v = g1, g2v = g2;
307
308        {
309                ErrorHandler eh(ErrorHandler::StoreFirstMessage); //mute testValidity()
310                bool canvalidate = true;
311                if (testValidity(g1v, canvalidate) > 0 && canvalidate == false)
312                        return Geno("", -1, "", "GENOPER_OPFAIL: CrossOver(): cannot validate invalid source genotype #1");
313                canvalidate = true;
314                if (testValidity(g2v, canvalidate) > 0 && canvalidate == false)
315                        return Geno("", -1, "", "GENOPER_OPFAIL: CrossOver(): cannot validate invalid source genotype #2");
316        }
317
318        float chg;
319        bool ok = false;
320        int pcount = count;
321
322        while (!ok)
323        {
324                float chg1, chg2;
325                char *g1n = strdup(g1.getGene()); //copy for crossover
326                char *g2n = strdup(g2.getGene()); //copy for crossover
327                chg1 = chg2 = 0;
328                if (gf->crossOver(g1n, g2n, chg1, chg2) == GENOPER_OK)
329                {
330                        char *gn;
331                        if (g1n[0] && g2n[0]) if (randomN(2) == 0) g1n[0] = 0; else g2n[0] = 0; //both provided? we want only one
332                        if (g1n[0]) { gn = g1n; chg = chg1; }
333                        else { gn = g2n; chg = chg2; }
334                        ErrorHandler eh(ErrorHandler::StoreFirstMessage); //mute testValidity()
335                        Geno G(gn, g1v.getFormat(), "", "");
336                        bool canvalidate = true;
337                        int res = testValidity(G, canvalidate);
338                        if (res == GENOPER_OK && canvalidate == false) { valid_xo++; ok = true; }
339                        else
340                                if (res > 0 && canvalidate == false) invalid_xo++; else
341                                {
342                                        validated_xo++; ok = true;
343                                }
344                        if (ok) g1v = G;
345                }
346                else failed_xo++;
347                free(g1n);
348                free(g2n);
349                count++;
350                if (!ok && (count - pcount > 100))
351                {
352                        FMprintf("GenMan", "CrossOver", 2, "Tried 100x and failed: %s and %s", (const char*)g1.getGene(), (const char*)g2.getGene());
353                        return Geno("", -1, "", "GENOPER_OPFAIL: CrossOver() tried 100x and failed");
354                }
355        }
356        // result in g1v
357        xochg += chg;
358        if (history) saveLink((const char*)g1.getGene(), (const char*)g1v.getGene(), chg);
359        SString xoinfo = SString::sprintf("Crossing over of '%s' (%.2f%%) and '%s' (%.2f%%)",
360                (const char*)g1.getName(), 100 * chg, (const char*)g2.getName(), 100 * (1 - chg));
361        g1v.setComment(xoinfo);
362        return g1v;
363}
364
365float GenMan::Similarity(const Geno& g1, const Geno& g2)
366{
367        char format = g1.getFormat();
368        if (format != g2.getFormat()) return GENOPER_NOOPER;
369        GenoOperators *gf = getOper_f(format);
370        if (!gf) return GENOPER_NOOPER; else return gf->similarity(g1.getGene(), g2.getGene());
371}
372
373uint32_t GenMan::Style(const char *g, int pos)
374{
375        Geno G(g);
376        if ((pos = G.mapStringToGen(pos)) == -1) return GENSTYLE_COMMENT;
377        GenoOperators *gf = getOper_f(G.getFormat());
378        if (!gf) return GENSTYLE_CS(0, 0); //black & valid
379        else return gf->style(G.getGene(), pos);
380}
381
382void GenMan::GetFullStyle(const char *g, uint32_t *styletab)
383{
384        Geno G(g);
385        GenoOperators *gf = getOper_f(G.getFormat());
386        SString geny = G.getGene();
387        for (unsigned int pos = 0; pos < strlen(g); pos++)
388        {
389                int posmapped = G.mapStringToGen(pos);
390                if (posmapped == -1) styletab[pos] = GENSTYLE_COMMENT;
391                else if (!gf) styletab[pos] = GENSTYLE_CS(0, 0); //black & valid
392                else styletab[pos] = gf->style(geny, posmapped);
393        }
394}
395
396SString GenMan::HTMLize(const char *g) { return HTMLize(g, false); }
397
398SString GenMan::HTMLizeShort(const char *g) { return HTMLize(g, true); }
399
400SString GenMan::HTMLize(const char *g, bool shorten)
401{
402        char buf[50];
403        int len = strlen(g);
404        int chars = 0, lines = 0;
405        bool shortened = false;
406        uint32_t *styletab = new uint32_t[len];
407        GetFullStyle(g, styletab);
408        SString html = "\n<div style=\"background:white;padding:0.2em;font-family:arial,helvetica,sans-serif;font-size:90%\">";
409        uint32_t prevstyle, prevcolor, style = 0, color = 0;
410        for (int i = 0; i<len; i++)
411        {
412                if (shorten && ((lines == 0 && chars>160) || (lines > 5 || chars > 300))) { shortened = true; break; }
413                if (g[i] == '\r') continue;
414                if (g[i] == '\n') { html += "<br>\n"; lines++; continue; }
415                chars++;
416                prevstyle = style;
417                prevcolor = color;
418                style = GENGETSTYLE(styletab[i]);
419                color = GENGETCOLOR(styletab[i]);
420                if ((i != 0 && (color != prevcolor))) html += "</font>";
421                if ((style&GENSTYLE_INVALID) != (prevstyle&GENSTYLE_INVALID))
422                {
423                        html += "<"; if (!(style&GENSTYLE_INVALID)) html += "/"; html += "u>";
424                }
425                if ((style&GENSTYLE_BOLD) != (prevstyle&GENSTYLE_BOLD))
426                {
427                        html += "<"; if (!(style&GENSTYLE_BOLD)) html += "/"; html += "b>";
428                }
429                if ((style&GENSTYLE_ITALIC) != (prevstyle&GENSTYLE_ITALIC))
430                {
431                        html += "<"; if (!(style&GENSTYLE_ITALIC)) html += "/"; html += "i>";
432                }
433                if ((i == 0 || (color != prevcolor)))
434                {
435                        sprintf(buf, "<font color=#%02x%02x%02x>", GENGET_R(color), GENGET_G(color), GENGET_B(color)); html += buf;
436                }
437                if (g[i] == '<') html += "&lt;"; else if (g[i] == '>') html += "&gt;"; else html += g[i];
438                if ((i % 3) == 0 && g[i] == ' ') html += "\n"; //for readability, insert some newlines into html...
439        }
440        delete[] styletab;
441        html += "</u></b></i></font>";
442        if (shortened) html += " [etc...]";
443        html += "</div>\n";
444        return html;
445}
446
447void GenMan::p_htmlize(ExtValue *args, ExtValue *ret)
448{
449        ret->setString(HTMLize(args->getString()));
450}
451
452void GenMan::p_htmlizeshort(ExtValue *args, ExtValue *ret)
453{
454        ret->setString(HTMLizeShort(args->getString()));
455}
456
457Geno GenMan::GetSimplest(char format)
458{
459        GenoOperators *gf = getOper_f(format);
460        if (!gf) return Geno();
461        string info = "The simplest genotype of format f"; info += format;
462        info += " for operators '"; info += gf->name; info += "'.";
463        return Geno(gf->getSimplest(), format, "Root", info.c_str());
464}
465
466void GenMan::p_getsimplest(ExtValue *args, ExtValue *ret)
467{
468        int format = args[0].getInt() + 48;
469        if (!getOper_f(format))
470                ret->setEmpty();
471        else
472                *ret = GenoObj::makeDynamicObjectAndDecRef(new Geno(GetSimplest(format)));
473}
474
475const char *GenMan::GetOpName(char format)
476{
477        GenoOperators *gf = getOper_f(format);
478        if (!gf) return "n/a"; else return gf->name.c_str();
479}
480
481GenoOperators* GenMan::getOper_f(char format)
482{
483        int ind = operformats.find(format);
484        if (ind == -1) return NULL;
485        int which_oper_of_format = seloper[ind];
486        for (unsigned int i = 0; i < oper_fx_list.size(); i++)
487                if (oper_fx_list[i]->supported_format == format)
488                        if (which_oper_of_format == 0) return oper_fx_list[i]; else which_oper_of_format--;
489        return NULL; //should never happen
490}
491
492void GenMan::saveLink(string prz, string pot, float& chg)
493{
494        GenoLink l;
495        l.count = count;
496        l.g1 = prz;
497        l.g2 = pot;
498        l.chg = chg;
499        l.fit = 0; //temporarily. Will be set when the genotype dies
500        GenoLinkList.push_back(l);
501}
502
503void GenMan::onDelGen(void *obj, intptr_t n)
504{
505        //old code needs update:
506        //   ((SpeciesList*)obj)->przyDodaniu(i);
507        /* !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
508           GenMan *gm=(GenMan*)obj;
509           Genotype *gt=(Genotype*)(*listaGen)(n); //there is no more "listaGen"
510           string g=(const char*)gt->genotype.getGene();
511           float fit=gt->getFinalFitness();
512           for(int i=0;i<gm->GenoLinkList.size();i++) //find genotype
513           if (gm->GenoLinkList[i].g1==g) {gm->GenoLinkList[i].fit=fit; break;}
514           */
515}
516
517void GenMan::clearStats()
518{
519        count = 0;
520        valid_m = valid_xo = validated_m = validated_xo = invalid_m = invalid_xo = failed_m = failed_xo = 0;
521        mutchg = xochg = 0;
522        GenoLinkList.clear();
523}
524
525void GenMan::p_clearStats(ExtValue *args, ExtValue *ret) { clearStats(); }
526
527void GenMan::p_report(ExtValue *args, ExtValue *ret)
528{                      //should be updated to handle multiple operators for a single format
529        char *g, *g2;
530        float f1, f2;
531        int m;
532        FramMessage("GenMan", "Report", "The following genetic operators are available:", 0);
533        for (unsigned int i = 0; i < oper_fx_list.size(); i++)
534        {
535                string l;
536                if (oper_fx_list[i]->checkValidity("") != GENOPER_NOOPER) l += " checkValidity";
537                if (oper_fx_list[i]->getSimplest())
538                {
539                        g = strdup(oper_fx_list[i]->getSimplest());
540                        g2 = strdup(g);
541                        if (oper_fx_list[i]->validate(g) != GENOPER_NOOPER) l += " validate";
542                        if (oper_fx_list[i]->mutate(g, f1, m) != GENOPER_NOOPER) l += " mutate";
543                        if (oper_fx_list[i]->crossOver(g, g2, f1, f2) != GENOPER_NOOPER) l += " crossover";
544                        l += " getSimplest";
545                        free(g); free(g2);
546                }
547                //      if (oper_fx_list[i]->similarity("","")!=GENOPER_NOOPER) l+=" similarity";
548                FMprintf("GenMan", "Report", 0, "format f%c (%s):%s",
549                        oper_fx_list[i]->supported_format, oper_fx_list[i]->name.c_str(), l.c_str());
550        }
551}
552
553void GenMan::p_validate(ExtValue *args, ExtValue *ret)
554{
555        Geno *g = GenoObj::fromObject(args[0]);
556        if (g == NULL)
557                ret->setEmpty();
558        else
559                *ret = GenoObj::makeDynamicObjectAndDecRef(new Geno(Validate(*g)));
560}
561
562void GenMan::p_mutate(ExtValue *args, ExtValue *ret)
563{
564        Geno *g = GenoObj::fromObject(args[0]);
565        if (g == NULL)
566                ret->setEmpty();
567        else
568                *ret = GenoObj::makeDynamicObjectAndDecRef(new Geno(Mutate(*g)));
569}
570
571void GenMan::p_crossover(ExtValue *args, ExtValue *ret)
572{
573        Geno *g1 = GenoObj::fromObject(args[1]);
574        Geno *g2 = GenoObj::fromObject(args[0]);
575        if (g1 == NULL || g2 == NULL)
576                ret->setEmpty();
577        else
578                *ret = GenoObj::makeDynamicObjectAndDecRef(new Geno(CrossOver(*g1, *g2)));
579}
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