| 1 | // This file is a part of Framsticks SDK. http://www.framsticks.com/ |
|---|
| 2 | // Copyright (C) 1999-2015 Maciej Komosinski and Szymon Ulatowski. |
|---|
| 3 | // See LICENSE.txt for details. |
|---|
| 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/log.h" |
|---|
| 9 | #include "common/nonstd_math.h" |
|---|
| 10 | #include "common/stl-util.h" |
|---|
| 11 | #include <frams/loggers/loggers.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 | |
|---|
| 54 | using 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 | |
|---|
| 65 | static 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 | |
|---|
| 81 | static 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 | |
|---|
| 101 | GenMan::GenMan() : localpar(GMparam_tab, this), localstats(GMstats_tab, this), |
|---|
| 102 | seloperpar("GenOperators", "Genetics: Active operators"), |
|---|
| 103 | neuronsparam("Genetics: Neurons to add", "neuronsAdd", "neuadd_"), |
|---|
| 104 | par("GenMan", "Manages various genetic operations, using appropriate operators for the argument genotype format.") |
|---|
| 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 | |
|---|
| 180 | GenMan::~GenMan() |
|---|
| 181 | { |
|---|
| 182 | for (unsigned int i = 0; i < oper_fx_list.size(); i++) delete oper_fx_list[i]; |
|---|
| 183 | delete[] seloper; |
|---|
| 184 | } |
|---|
| 185 | |
|---|
| 186 | void 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 | |
|---|
| 198 | int GenMan::testValidity(Geno &g, bool &canvalidate) |
|---|
| 199 | { |
|---|
| 200 | SString ggs=g.getGene(); |
|---|
| 201 | const char *gg = ggs.c_str(); |
|---|
| 202 | GenoOperators *gf = getOper_f(g.getFormat()); |
|---|
| 203 | int check1; |
|---|
| 204 | if (!gf) { canvalidate = false; return GENOPER_NOOPER; } |
|---|
| 205 | else check1 = gf->checkValidity(gg); |
|---|
| 206 | if (!canvalidate) return check1; //just checking |
|---|
| 207 | if (check1 == GENOPER_OK) { canvalidate = false; return check1; } |
|---|
| 208 | char *g2 = strdup(gg); |
|---|
| 209 | if (gf->validate(g2) == GENOPER_NOOPER) { free(g2); canvalidate = false; return check1; } |
|---|
| 210 | if (check1 == GENOPER_NOOPER) //disaster: cannot check because there is no check operator |
|---|
| 211 | { |
|---|
| 212 | g.setGene(g2); free(g2); canvalidate = false; return GENOPER_NOOPER; |
|---|
| 213 | } |
|---|
| 214 | int check2 = gf->checkValidity(g2); |
|---|
| 215 | if (check2 == GENOPER_OK) g.setGene(g2); |
|---|
| 216 | free(g2); |
|---|
| 217 | if (check2 == GENOPER_OK) return check1; |
|---|
| 218 | canvalidate = false; |
|---|
| 219 | return check1; //could not validate. |
|---|
| 220 | } |
|---|
| 221 | |
|---|
| 222 | int GenMan::testGenoValidity(Geno& g) |
|---|
| 223 | { |
|---|
| 224 | bool fix = false; |
|---|
| 225 | switch (testValidity(g, fix)) |
|---|
| 226 | { |
|---|
| 227 | case GENOPER_OK: return 1; |
|---|
| 228 | case GENOPER_NOOPER: return -1; |
|---|
| 229 | default: return 0; |
|---|
| 230 | } |
|---|
| 231 | } |
|---|
| 232 | |
|---|
| 233 | Geno GenMan::Validate(const Geno& geny) |
|---|
| 234 | { |
|---|
| 235 | char format = geny.getFormat(); |
|---|
| 236 | GenoOperators *gf = getOper_f(format); |
|---|
| 237 | if (gf == NULL) |
|---|
| 238 | return Geno(SString::empty(), -1, SString::empty(), SString::sprintf("GENOPER_NOOPER: Validate(): don't know how to handle genetic format %c", format)); |
|---|
| 239 | char *g2 = strdup(geny.getGene().c_str()); //copy for validation |
|---|
| 240 | int res = gf->validate(g2); |
|---|
| 241 | SString sg2 = g2; |
|---|
| 242 | free(g2); |
|---|
| 243 | if (res == GENOPER_OK) |
|---|
| 244 | return Geno(sg2, format, geny.getName(), geny.getComment()); |
|---|
| 245 | else |
|---|
| 246 | return Geno(SString::empty(), -1, SString::empty(), SString::sprintf("GENOPER_NOOPER: validate() for format %c returned invalid value", format)); |
|---|
| 247 | } |
|---|
| 248 | |
|---|
| 249 | Geno GenMan::Mutate(const Geno& g) |
|---|
| 250 | { |
|---|
| 251 | float chg; //how many changes |
|---|
| 252 | int method; //mutation method |
|---|
| 253 | char format = g.getFormat(); |
|---|
| 254 | GenoOperators *gf = getOper_f(format); |
|---|
| 255 | if (gf == NULL) |
|---|
| 256 | return Geno(SString::empty(), -1, SString::empty(), SString::sprintf("GENOPER_NOOPER: Mutate(): don't know how to handle genetic format %c", format)); |
|---|
| 257 | Geno gv = g; |
|---|
| 258 | bool canvalidate = true; |
|---|
| 259 | if (testValidity(gv, canvalidate) > 0 && canvalidate == false) |
|---|
| 260 | return Geno("", -1, "", "GENOPER_OPFAIL: Mutate(): cannot validate invalid source genotype"); |
|---|
| 261 | bool ok = false; |
|---|
| 262 | int pcount = count; |
|---|
| 263 | while (!ok) |
|---|
| 264 | { |
|---|
| 265 | char *gn = strdup(gv.getGene().c_str()); //copy for mutation |
|---|
| 266 | chg = 0; |
|---|
| 267 | if (gf->mutate(gn, chg, method) == GENOPER_OK) |
|---|
| 268 | { |
|---|
| 269 | LoggerToMemory eh(LoggerBase::Enable | LoggerToMemory::StoreFirstMessage); //mute testValidity() |
|---|
| 270 | Geno G(gn, gv.getFormat(), "", ""); |
|---|
| 271 | canvalidate = true; |
|---|
| 272 | int res = testValidity(G, canvalidate); |
|---|
| 273 | if (res == GENOPER_OK && canvalidate == false) { valid_m++; ok = true; } |
|---|
| 274 | else |
|---|
| 275 | if (res > 0 && canvalidate == false) invalid_m++; else |
|---|
| 276 | { |
|---|
| 277 | validated_m++; ok = true; |
|---|
| 278 | } |
|---|
| 279 | if (ok) gv = G; |
|---|
| 280 | } |
|---|
| 281 | else failed_m++; |
|---|
| 282 | free(gn); |
|---|
| 283 | count++; |
|---|
| 284 | if (!ok && (count - pcount > 100)) |
|---|
| 285 | { |
|---|
| 286 | logPrintf("GenMan", "Mutate", 2, "Tried 100x and failed: %s", g.getGene().c_str()); |
|---|
| 287 | return Geno("", -1, "", "GENOPER_OPFAIL: Mutate() tried 100x and failed"); |
|---|
| 288 | } |
|---|
| 289 | } |
|---|
| 290 | mutchg += chg; |
|---|
| 291 | if (history) saveLink(g.getGene().c_str(), "", gv.getGene().c_str(), chg); |
|---|
| 292 | SString mutinfo; |
|---|
| 293 | if (extmutinfo == 0) mutinfo = SString::sprintf("%.2f%% mutation of '%s'", 100 * chg, g.getName().c_str()); else |
|---|
| 294 | if (extmutinfo == 1) mutinfo = SString::sprintf("%.2f%% mutation(%d) of '%s'", 100 * chg, method, g.getName().c_str()); else |
|---|
| 295 | mutinfo = SString::sprintf("%.2f%% mutation(%s) of '%s'", 100 * chg, gf->mutation_method_names ? gf->mutation_method_names[method] : "unspecified method name", g.getName().c_str()); |
|---|
| 296 | gv.setComment(mutinfo); |
|---|
| 297 | return gv; |
|---|
| 298 | } |
|---|
| 299 | |
|---|
| 300 | Geno GenMan::CrossOver(const Geno& g1, const Geno& g2) |
|---|
| 301 | { |
|---|
| 302 | char format = g1.getFormat(); |
|---|
| 303 | if (format != g2.getFormat()) return Geno(SString::empty(), -1, SString::empty(), SString::sprintf("GENOPER_NOOPER: CrossOver(): does not work for parents with differing genetic formats (%c and %c)", format, g2.getFormat())); |
|---|
| 304 | GenoOperators *gf = getOper_f(format); |
|---|
| 305 | if (gf == NULL) |
|---|
| 306 | return Geno(SString::empty(), -1, SString::empty(), SString::sprintf("GENOPER_NOOPER: CrossOver(): no operators found for genetic format %c", format)); |
|---|
| 307 | Geno g1v = g1, g2v = g2; |
|---|
| 308 | |
|---|
| 309 | { |
|---|
| 310 | LoggerToMemory eh(LoggerBase::Enable | LoggerToMemory::StoreFirstMessage); //mute testValidity() |
|---|
| 311 | bool canvalidate = true; |
|---|
| 312 | if (testValidity(g1v, canvalidate) > 0 && canvalidate == false) |
|---|
| 313 | return Geno("", -1, "", "GENOPER_OPFAIL: CrossOver(): cannot validate invalid source genotype #1"); |
|---|
| 314 | canvalidate = true; |
|---|
| 315 | if (testValidity(g2v, canvalidate) > 0 && canvalidate == false) |
|---|
| 316 | return Geno("", -1, "", "GENOPER_OPFAIL: CrossOver(): cannot validate invalid source genotype #2"); |
|---|
| 317 | } |
|---|
| 318 | |
|---|
| 319 | float chg; |
|---|
| 320 | bool ok = false; |
|---|
| 321 | int pcount = count; |
|---|
| 322 | |
|---|
| 323 | while (!ok) |
|---|
| 324 | { |
|---|
| 325 | float chg1, chg2; |
|---|
| 326 | char *g1n = strdup(g1.getGene().c_str()); //copy for crossover |
|---|
| 327 | char *g2n = strdup(g2.getGene().c_str()); //copy for crossover |
|---|
| 328 | chg1 = chg2 = 0; |
|---|
| 329 | if (gf->crossOver(g1n, g2n, chg1, chg2) == GENOPER_OK) |
|---|
| 330 | { |
|---|
| 331 | char *gn; |
|---|
| 332 | if (g1n[0] && g2n[0]) if (randomN(2) == 0) g1n[0] = 0; else g2n[0] = 0; //both provided? we want only one |
|---|
| 333 | if (g1n[0]) { gn = g1n; chg = chg1; } |
|---|
| 334 | else { gn = g2n; chg = chg2; } |
|---|
| 335 | LoggerToMemory eh(LoggerBase::Enable | LoggerToMemory::StoreFirstMessage); //mute testValidity() |
|---|
| 336 | Geno G(gn, g1v.getFormat(), "", ""); |
|---|
| 337 | bool canvalidate = true; |
|---|
| 338 | int res = testValidity(G, canvalidate); |
|---|
| 339 | if (res == GENOPER_OK && canvalidate == false) { valid_xo++; ok = true; } |
|---|
| 340 | else |
|---|
| 341 | if (res > 0 && canvalidate == false) invalid_xo++; else |
|---|
| 342 | { |
|---|
| 343 | validated_xo++; ok = true; |
|---|
| 344 | } |
|---|
| 345 | if (ok) g1v = G; |
|---|
| 346 | } |
|---|
| 347 | else failed_xo++; |
|---|
| 348 | free(g1n); |
|---|
| 349 | free(g2n); |
|---|
| 350 | count++; |
|---|
| 351 | if (!ok && (count - pcount > 100)) |
|---|
| 352 | { |
|---|
| 353 | logPrintf("GenMan", "CrossOver", 2, "Tried 100x and failed: %s and %s", g1.getGene().c_str(), g2.getGene().c_str()); |
|---|
| 354 | return Geno("", -1, "", "GENOPER_OPFAIL: CrossOver() tried 100x and failed"); |
|---|
| 355 | } |
|---|
| 356 | } |
|---|
| 357 | // result in g1v |
|---|
| 358 | xochg += chg; |
|---|
| 359 | if (history) saveLink(g1.getGene().c_str(), g2.getGene().c_str(), g1v.getGene().c_str(), chg); |
|---|
| 360 | SString xoinfo = SString::sprintf("Crossing over of '%s' (%.2f%%) and '%s' (%.2f%%)", |
|---|
| 361 | g1.getName().c_str(), 100 * chg, g2.getName().c_str(), 100 * (1 - chg)); |
|---|
| 362 | g1v.setComment(xoinfo); |
|---|
| 363 | return g1v; |
|---|
| 364 | } |
|---|
| 365 | |
|---|
| 366 | float GenMan::Similarity(const Geno& g1, const Geno& g2) |
|---|
| 367 | { |
|---|
| 368 | char format = g1.getFormat(); |
|---|
| 369 | if (format != g2.getFormat()) return GENOPER_NOOPER; |
|---|
| 370 | GenoOperators *gf = getOper_f(format); |
|---|
| 371 | if (!gf) return GENOPER_NOOPER; else return gf->similarity(g1.getGene().c_str(), g2.getGene().c_str()); |
|---|
| 372 | } |
|---|
| 373 | |
|---|
| 374 | uint32_t GenMan::Style(const char *g, int pos) |
|---|
| 375 | { |
|---|
| 376 | Geno G(g); |
|---|
| 377 | if ((pos = G.mapStringToGen(pos)) == -1) return GENSTYLE_COMMENT; |
|---|
| 378 | GenoOperators *gf = getOper_f(G.getFormat()); |
|---|
| 379 | if (!gf) return GENSTYLE_CS(0, 0); //black & valid |
|---|
| 380 | else return gf->style(G.getGene().c_str(), pos); |
|---|
| 381 | } |
|---|
| 382 | |
|---|
| 383 | void GenMan::GetFullStyle(const char *g, uint32_t *styletab) |
|---|
| 384 | { |
|---|
| 385 | Geno G(g); |
|---|
| 386 | GenoOperators *gf = getOper_f(G.getFormat()); |
|---|
| 387 | SString geny = G.getGene(); |
|---|
| 388 | for (unsigned int pos = 0; pos < strlen(g); pos++) |
|---|
| 389 | { |
|---|
| 390 | int posmapped = G.mapStringToGen(pos); |
|---|
| 391 | if (posmapped == -1) styletab[pos] = GENSTYLE_COMMENT; |
|---|
| 392 | else if (!gf) styletab[pos] = GENSTYLE_CS(0, 0); //black & valid |
|---|
| 393 | else styletab[pos] = gf->style(geny.c_str(), posmapped); |
|---|
| 394 | } |
|---|
| 395 | } |
|---|
| 396 | |
|---|
| 397 | SString GenMan::HTMLize(const char *g) { return HTMLize(g, false); } |
|---|
| 398 | |
|---|
| 399 | SString GenMan::HTMLizeShort(const char *g) { return HTMLize(g, true); } |
|---|
| 400 | |
|---|
| 401 | SString GenMan::HTMLize(const char *g, bool shorten) |
|---|
| 402 | { |
|---|
| 403 | char buf[50]; |
|---|
| 404 | int len = strlen(g); |
|---|
| 405 | int chars = 0, lines = 0; |
|---|
| 406 | bool shortened = false; |
|---|
| 407 | uint32_t *styletab = new uint32_t[len]; |
|---|
| 408 | GetFullStyle(g, styletab); |
|---|
| 409 | SString html = "\n<div style=\"background:white;padding:0.2em;font-family:arial,helvetica,sans-serif;font-size:90%\">"; |
|---|
| 410 | uint32_t prevstyle, prevcolor, style = 0, color = 0; |
|---|
| 411 | for (int i = 0; i<len; i++) |
|---|
| 412 | { |
|---|
| 413 | if (shorten && ((lines == 0 && chars>160) || (lines > 5 || chars > 300))) { shortened = true; break; } |
|---|
| 414 | if (g[i] == '\r') continue; |
|---|
| 415 | if (g[i] == '\n') { html += "<br>\n"; lines++; continue; } |
|---|
| 416 | chars++; |
|---|
| 417 | prevstyle = style; |
|---|
| 418 | prevcolor = color; |
|---|
| 419 | style = GENGETSTYLE(styletab[i]); |
|---|
| 420 | color = GENGETCOLOR(styletab[i]); |
|---|
| 421 | if ((i != 0 && (color != prevcolor))) html += "</font>"; |
|---|
| 422 | if ((style&GENSTYLE_INVALID) != (prevstyle&GENSTYLE_INVALID)) |
|---|
| 423 | { |
|---|
| 424 | html += "<"; if (!(style&GENSTYLE_INVALID)) html += "/"; html += "u>"; |
|---|
| 425 | } |
|---|
| 426 | if ((style&GENSTYLE_BOLD) != (prevstyle&GENSTYLE_BOLD)) |
|---|
| 427 | { |
|---|
| 428 | html += "<"; if (!(style&GENSTYLE_BOLD)) html += "/"; html += "b>"; |
|---|
| 429 | } |
|---|
| 430 | if ((style&GENSTYLE_ITALIC) != (prevstyle&GENSTYLE_ITALIC)) |
|---|
| 431 | { |
|---|
| 432 | html += "<"; if (!(style&GENSTYLE_ITALIC)) html += "/"; html += "i>"; |
|---|
| 433 | } |
|---|
| 434 | if ((i == 0 || (color != prevcolor))) |
|---|
| 435 | { |
|---|
| 436 | sprintf(buf, "<font color=#%02x%02x%02x>", GENGET_R(color), GENGET_G(color), GENGET_B(color)); html += buf; |
|---|
| 437 | } |
|---|
| 438 | if (g[i] == '<') html += "<"; else if (g[i] == '>') html += ">"; else html += g[i]; |
|---|
| 439 | if ((i % 3) == 0 && g[i] == ' ') html += "\n"; //for readability, insert some newlines into html... |
|---|
| 440 | } |
|---|
| 441 | delete[] styletab; |
|---|
| 442 | html += "</u></b></i></font>"; |
|---|
| 443 | if (shortened) html += " [etc...]"; |
|---|
| 444 | html += "</div>\n"; |
|---|
| 445 | return html; |
|---|
| 446 | } |
|---|
| 447 | |
|---|
| 448 | void GenMan::p_htmlize(ExtValue *args, ExtValue *ret) |
|---|
| 449 | { |
|---|
| 450 | ret->setString(HTMLize(args->getString().c_str())); |
|---|
| 451 | } |
|---|
| 452 | |
|---|
| 453 | void GenMan::p_htmlizeshort(ExtValue *args, ExtValue *ret) |
|---|
| 454 | { |
|---|
| 455 | ret->setString(HTMLizeShort(args->getString().c_str())); |
|---|
| 456 | } |
|---|
| 457 | |
|---|
| 458 | Geno GenMan::GetSimplest(char format) |
|---|
| 459 | { |
|---|
| 460 | GenoOperators *gf = getOper_f(format); |
|---|
| 461 | if (!gf) return Geno(); |
|---|
| 462 | string info = "The simplest genotype of format f"; info += format; |
|---|
| 463 | info += " for operators '"; info += gf->name; info += "'."; |
|---|
| 464 | return Geno(gf->getSimplest(), format, "Root", info.c_str()); |
|---|
| 465 | } |
|---|
| 466 | |
|---|
| 467 | void GenMan::p_getsimplest(ExtValue *args, ExtValue *ret) |
|---|
| 468 | { |
|---|
| 469 | int format = args[0].getInt() + 48; |
|---|
| 470 | if (!getOper_f(format)) |
|---|
| 471 | ret->setEmpty(); |
|---|
| 472 | else |
|---|
| 473 | *ret = GenoObj::makeDynamicObjectAndDecRef(new Geno(GetSimplest(format))); |
|---|
| 474 | } |
|---|
| 475 | |
|---|
| 476 | const char *GenMan::GetOpName(char format) |
|---|
| 477 | { |
|---|
| 478 | GenoOperators *gf = getOper_f(format); |
|---|
| 479 | if (!gf) return "n/a"; else return gf->name.c_str(); |
|---|
| 480 | } |
|---|
| 481 | |
|---|
| 482 | GenoOperators* GenMan::getOper_f(char format) |
|---|
| 483 | { |
|---|
| 484 | int ind = operformats.find(format); |
|---|
| 485 | if (ind == -1) return NULL; |
|---|
| 486 | int which_oper_of_format = seloper[ind]; |
|---|
| 487 | for (unsigned int i = 0; i < oper_fx_list.size(); i++) |
|---|
| 488 | if (oper_fx_list[i]->supported_format == format) |
|---|
| 489 | if (which_oper_of_format == 0) return oper_fx_list[i]; else which_oper_of_format--; |
|---|
| 490 | return NULL; //should never happen |
|---|
| 491 | } |
|---|
| 492 | |
|---|
| 493 | void GenMan::saveLink(const string parent1, const string parent2, const string child, const float chg) |
|---|
| 494 | { |
|---|
| 495 | GenoLink l; |
|---|
| 496 | l.count = count; |
|---|
| 497 | l.parent1 = parent1; |
|---|
| 498 | l.parent2 = parent2; |
|---|
| 499 | l.child = child; |
|---|
| 500 | l.chg = chg; |
|---|
| 501 | l.fit = 0; //temporarily. Will be set when the genotype dies |
|---|
| 502 | //logPrintf("GenMan","saveLink",0,"#%d: [%d] '%s' + '%s' -> '%s'",GenoLinkList.size(),count,parent1.c_str(),parent2.c_str(),child.c_str()); |
|---|
| 503 | GenoLinkList.push_back(l); |
|---|
| 504 | } |
|---|
| 505 | |
|---|
| 506 | void GenMan::onDelGen(void *obj, intptr_t n) |
|---|
| 507 | { |
|---|
| 508 | //old code needs update: |
|---|
| 509 | // ((SpeciesList*)obj)->przyDodaniu(i); |
|---|
| 510 | /* !!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! |
|---|
| 511 | GenMan *gm=(GenMan*)obj; |
|---|
| 512 | Genotype *gt=(Genotype*)(*listaGen)(n); //there is no more "listaGen" |
|---|
| 513 | string g=(const char*)gt->genotype.getGene(); |
|---|
| 514 | float fit=gt->getFinalFitness(); |
|---|
| 515 | for(int i=0;i<gm->GenoLinkList.size();i++) //find genotype |
|---|
| 516 | if (gm->GenoLinkList[i].g1==g) {gm->GenoLinkList[i].fit=fit; break;} |
|---|
| 517 | */ |
|---|
| 518 | } |
|---|
| 519 | |
|---|
| 520 | void GenMan::clearStats() |
|---|
| 521 | { |
|---|
| 522 | count = 0; |
|---|
| 523 | valid_m = valid_xo = validated_m = validated_xo = invalid_m = invalid_xo = failed_m = failed_xo = 0; |
|---|
| 524 | mutchg = xochg = 0; |
|---|
| 525 | GenoLinkList.clear(); |
|---|
| 526 | } |
|---|
| 527 | |
|---|
| 528 | void GenMan::p_clearStats(ExtValue *args, ExtValue *ret) { clearStats(); } |
|---|
| 529 | |
|---|
| 530 | void GenMan::p_report(ExtValue *args, ExtValue *ret) |
|---|
| 531 | { //should be updated to handle multiple operators for a single format |
|---|
| 532 | char *g, *g2; |
|---|
| 533 | float f1, f2; |
|---|
| 534 | int m; |
|---|
| 535 | logMessage("GenMan", "Report", 0, "The following genetic operators are available:"); |
|---|
| 536 | for (unsigned int i = 0; i < oper_fx_list.size(); i++) |
|---|
| 537 | { |
|---|
| 538 | string l; |
|---|
| 539 | if (oper_fx_list[i]->checkValidity("") != GENOPER_NOOPER) l += " checkValidity"; |
|---|
| 540 | if (oper_fx_list[i]->getSimplest()) |
|---|
| 541 | { |
|---|
| 542 | g = strdup(oper_fx_list[i]->getSimplest()); |
|---|
| 543 | g2 = strdup(g); |
|---|
| 544 | if (oper_fx_list[i]->validate(g) != GENOPER_NOOPER) l += " validate"; |
|---|
| 545 | if (oper_fx_list[i]->mutate(g, f1, m) != GENOPER_NOOPER) l += " mutate"; |
|---|
| 546 | if (oper_fx_list[i]->crossOver(g, g2, f1, f2) != GENOPER_NOOPER) l += " crossover"; |
|---|
| 547 | l += " getSimplest"; |
|---|
| 548 | free(g); free(g2); |
|---|
| 549 | } |
|---|
| 550 | // if (oper_fx_list[i]->similarity("","")!=GENOPER_NOOPER) l+=" similarity"; |
|---|
| 551 | logPrintf("GenMan", "Report", 0, "format f%c (%s):%s", |
|---|
| 552 | oper_fx_list[i]->supported_format, oper_fx_list[i]->name.c_str(), l.c_str()); |
|---|
| 553 | } |
|---|
| 554 | } |
|---|
| 555 | |
|---|
| 556 | void GenMan::p_validate(ExtValue *args, ExtValue *ret) |
|---|
| 557 | { |
|---|
| 558 | Geno *g = GenoObj::fromObject(args[0]); |
|---|
| 559 | if (g == NULL) |
|---|
| 560 | ret->setEmpty(); |
|---|
| 561 | else |
|---|
| 562 | *ret = GenoObj::makeDynamicObjectAndDecRef(new Geno(Validate(*g))); |
|---|
| 563 | } |
|---|
| 564 | |
|---|
| 565 | void GenMan::p_mutate(ExtValue *args, ExtValue *ret) |
|---|
| 566 | { |
|---|
| 567 | Geno *g = GenoObj::fromObject(args[0]); |
|---|
| 568 | if (g == NULL) |
|---|
| 569 | ret->setEmpty(); |
|---|
| 570 | else |
|---|
| 571 | *ret = GenoObj::makeDynamicObjectAndDecRef(new Geno(Mutate(*g))); |
|---|
| 572 | } |
|---|
| 573 | |
|---|
| 574 | void GenMan::p_crossover(ExtValue *args, ExtValue *ret) |
|---|
| 575 | { |
|---|
| 576 | Geno *g1 = GenoObj::fromObject(args[1]); |
|---|
| 577 | Geno *g2 = GenoObj::fromObject(args[0]); |
|---|
| 578 | if (g1 == NULL || g2 == NULL) |
|---|
| 579 | ret->setEmpty(); |
|---|
| 580 | else |
|---|
| 581 | *ret = GenoObj::makeDynamicObjectAndDecRef(new Geno(CrossOver(*g1, *g2))); |
|---|
| 582 | } |
|---|