ããžãã¹ã®çŸå Žã§æ±ããããå¹çãšé©æ°ããAIãšã·ãã¥ã¬ãŒã·ã§ã³ã®åã§å®çŸããæ代ãå°æ¥ããŸãããChatGPTãšSimulinkãçµã¿åãããããšã§ãã¢ãã«ããŒã¹èšèšãšAIã®ãã¯ãŒãèåããæªæ¥ã®ç£æ¥ããªãŒãããæ°ããªå¯èœæ§ãéãããŸããæ¬èšäºã§ã¯ãChatGPTãšSimulinkã®åºç€ããããã®çµ±åæ¹æ³ãå¿çšäºäŸããã¹ããã©ã¯ãã£ã¹ãããã«ã¯æªæ¥ãžã®å±æãŸã§ãããžãã¹ããŒãœã³ã«åœ¹ç«ã€æ å ±ãäœãããšãªããå±ãããŸããé©æ°çãªããžãã¹ãœãªã¥ãŒã·ã§ã³ãæ±ããããªãã«ãå¿ èªã®å 容ããããããããã玹ä»ããããŸãã
1. ChatGPTãšSimulinkã®åºæ¬æŠèŠ
1.1 ChatGPTã®åºæ¬çãªæ©èœãšç¹åŸŽ
ChatGPTã¯èªç¶èšèªåŠçé åã§é²åããæè¡ã§ããOpenAIãéçºããã倧èŠæš¡ãªèšèªç解ããã³å¿ççæã¢ãã«ã§ããããã¹ãã«åºã¥ããŠè³ªåã«çããããäŒè©±ãç¶ããããç¹å®ã®ããŒããã¹ã¿ã€ã«ã§æç« ãæžããªã©ãå€åœ©ãªå¿çšãå¯èœã§ãã
ãã®AIã¯ãèšå€§ãªããã¹ãããŒã¿ãåŠç¿ããŠãããããã«ããå¹ åºããããã¯ã¹ã«å¯Ÿããä¿¡é Œæ§ã®é«ãå¿çãæäŸã§ããŸããèªç¶èšèªåŠçæè¡ã«ãããŠéèŠãªã®ã¯ãæèã®ç解ãšé©åãªå¿çã§ãããChatGPTã¯ãã®ç¹ã§é«ãèœåã瀺ããŸãã
ChatGPTãå¿çšãããäŸã¯å€å²ã«ããããã«ã¹ã¿ããŒãµãŒãã¹ã®èªååãæè²ç®çã§ã®è³ªçå¿çã·ã¹ãã ããããŠã³ã³ãã³ãçæãªã©ãæããããŸãããã®æè»ãªå¿çšæ§ããä»æ¥ã®æè¡åžå Žã§æ³šç®ã济ã³ãŠããŸãã
1.2 Simulinkã®çŽ¹ä»ïŒã·ã¹ãã ã·ãã¥ã¬ãŒã·ã§ã³ã®åºæ¬
Simulinkã¯ãMATLABã®ç°å¢äžã§åäœãããå€ç®çãªã·ãã¥ã¬ãŒã·ã§ã³ããã³ã¢ãã«ããŒã¹èšèšã®ããã®ãã©ãããã©ãŒã ã§ããå·¥åŠåéã§åºã䜿ãããŠãããèªåå¶åŸ¡ãä¿¡å·åŠçãéä¿¡ã·ã¹ãã ãªã©ã®èšèšãšã·ãã¥ã¬ãŒã·ã§ã³ã«åªããæ©èœæ§ãæäŸããŸãã
ãŠãŒã¶ãŒã¯ãããã¯å³ã®åœ¢åŒã§ã·ã¹ãã ãèŠèŠçã«æ§ç¯ããããšãã§ããããã«ãã£ãŠè€éãªæ°åŠçã¢ãã«ãçŽèŠ³çãªåœ¢ã§è¡šçŸããæéã®æããã³ãŒãã£ã³ã°äœæ¥ãªãã§ã·ãã¥ã¬ãŒã·ã§ã³ãå®è¡ã§ããŸããSimulinkã¯ããã®çŽæçãªæäœæ§ãšåŒ·åãªèšç®èœåã«ããåŠè¡åã³ç£æ¥çã§éå®ãããŠããŸãã
ãŸããçµèŸŒã¿ã·ã¹ãã ã®ããã®èªåã³ãŒãçææ©èœãæã£ãŠãããã·ãã¥ã¬ãŒã·ã§ã³ããã¢ãã«ãå®éã®ããŒããŠã§ã¢äžã§åããããšã容æã«ããŸãããã®ç¹æ§ã¯ãã¢ãã«ããªãã³éçºã®é åã§ã®å¹çåã«çŽçµããŠããŸãã
1.3 ChatGPTãšSimulinkã®é£æºå¯èœæ§
ChatGPTãšSimulinkã®é£æºã¯ãã·ã¹ãã èšèšãšäººå·¥ç¥èœã®çé¢ã«ãããŠé©æ°çãªå¯èœæ§ãç§ããŠããŸããChatGPTã®èªç¶èšèªç解èœåã掻çšããã°ãããã¹ãããŒã¹ã®æ瀺ãSimulinkã¢ãã«ã«ç¬æã«åæ ãããããªã€ã³ã¿ã©ã¯ã·ã§ã³ãæ³å®ã§ããŸãã
äŸãã°ããšã³ãžãã¢ãèªç¶èšèªã§ç¹å®ã®ã·ã¹ãã åäœã®æ¡ä»¶ãè¿°ã¹ãããšã«ãã£ãŠãChatGPTããããç解ããSimulinkã¢ãã«ã®ãã©ã¡ãŒã¿ãŒãåçã«èª¿æŽãããšãã£ãã·ããªãªãèããããŸããããã«ãããã¢ãã«ã®èª¿æŽãããè¿ éãã€æ£ç¢ºã«è¡ããããã«ãªãã§ãããã
ãŸããã·ãã¥ã¬ãŒã·ã§ã³çµæã®è§£æãã¬ããŒãã£ã³ã°ããã»ã¹ã«ChatGPTã䜿çšããããšã§ããšã³ãžãã¢ã®äœæ¥ãå€§å¹ ã«å¹çåã§ããå¯èœæ§ããããŸããã·ãã¥ã¬ãŒã·ã§ã³ããŒã¿ãåºã«ãèªåã§åãããããå ±åæžãçæããããã»ã¹ãèããããŸãã
1.4 ã¢ãã«ããŒã¹èšèšãšAIã®èå
ã¢ãã«ããŒã¹èšèšïŒMBDïŒã¯ãã·ã¹ãã éçºã®åæ段éããã¢ãã«ãå©çšããããšã§ãèšèšã®è³ªãåäžãããéçºãµã€ã¯ã«ãççž®ããã¢ãããŒãã§ããSimulinkã¯ãã®MBDã®èŠãšãªãããŒã«ã§ããããã®å¹çæ§ãšä¿¡é Œæ§ãé«ãè©äŸ¡ãããŠããŸãã
äžæ¹ã人工ç¥èœãç¹ã«æ©æ¢°åŠç¿ãèªç¶èšèªåŠçãªã©ã®æè¡ã¯ãèšèšå·¥çšãæ¯æŽããæ°ããªæ¹æ³ãæäŸããŸããChatGPTãã¯ãããšããæå 端ã®AIã¯ãèšèšè ãçŽé¢ãã課é¡ã®äžéšã代è¡ããããšãã§ãããããMBDããã»ã¹ã«ãããŠéèŠãªåœ¹å²ãæ ãå§ããŠããŸãã
ãã®äºã€ã®æè¡ãèåããããšã«ãããèšèšããã»ã¹ã®æé©åããšã©ãŒã®åæžããããŠæçµè£œåã®å質åäžãžã®è²¢ç®ãæåŸ ãããŸããAIãèšèšã®èªååãå®çŸããããšã§ããšã³ãžãã¢ã¯ããåµé çã§äŸ¡å€ã®é«ãäœæ¥ã«éäžã§ããããã«ãªãã§ãããã
2. ChatGPTãSimulinkã¢ãã«ãšçµ±åããæ¹æ³
2.1 ã€ã³ã¿ãŒãã§ã€ã¹ã®èšå®ïŒAPIãšã®é£æº
ChatGPTãšSimulinkãçµ±åããåæ©çãªã¹ãããã¯ãæå¹ãªã€ã³ã¿ãŒãã§ã€ã¹ãèšå®ããããšã§ããããã¯ãAPIãä»ããŠè¡ãããŸããæåã«ãChatGPTæäŸè ã®APIããŒãååŸãããããSimulinkç°å¢ã§äœ¿çšå¯èœã«ããå¿ èŠããããŸããAPIããŒãååŸããããã«ã¯ãæäŸè ã®ãã©ãããã©ãŒã ã«ç»é²ããå¿ èŠãªAPIã®èªèšŒãå®äºãããããã»ã¹ãçµãªããã°ãªããŸããã
APIããŒãååŸããåŸãSimulinkãããžã§ã¯ãå ã«ã«ã¹ã¿ã ãããã¯ãäœæããChatGPT APIãžã®ãªã¯ãšã¹ããå®è¡ããã³ãŒããçµã¿èŸŒã¿ãŸãããã®ã³ãŒãã¯MATLABã¹ã¯ãªãããçšããŠèšè¿°ãããSimulinkã¢ãã«ããçŽæ¥ã¢ã¯ã»ã¹å¯èœãšãªããŸããAPIãšã®é£æºã«ã¯ãHTTPSãããã³ã«ãTCP/IPéä¿¡ãªã©ãã»ãã¥ã¢ãªããŒã¿äº€æãä¿èšŒãããæè¡çãªä»çµã¿ãå¿ èŠã§ãã
ããã«ãSimulinkåŽã§é©åãªãµã³ããªã³ã°ã¬ãŒããèšå®ããããšã§ããããã¯ãŒã¯ãéããããŒã¿ã®éåä¿¡ãã¹ã ãŒãºã«è¡ãããããã«ããããšãéèŠã§ããããã«ããããªã¢ã«ã¿ã€ã ã§ã®ããŒã¿å€æŽã«å¯Ÿããå¿çæ§ãé«ãŸããã·ã¹ãã ã®ããã©ãŒãã³ã¹ã«æé©ãªçµ±åãå®çŸãããŸãã
2.2 Simulinkã¢ãã«ãžã®ããã¹ãå ¥åã®å°å ¥
ChatGPTã¯äž»ã«ããã¹ãããŒã¹ã®ã€ã³ã¿ã©ã¯ã·ã§ã³ãè¡ããããSimulinkã¢ãã«ã«ããã¹ãå ¥åãå°å ¥ããããšã次ã®éèŠãªã¹ãããã§ãããããè¡ãããã«ãSimulinkå ã«ãŠãŒã¶ãŒã€ã³ã¿ãã§ãŒã¹ãèšèšãããŠãŒã¶ãŒãããã¹ããå ¥åã§ããæ©èœãåãå ¥ããŸãã
GUI (Graphical User Interface) ã®éçºããŒã«ãçšããŠå ¥åãã£ãŒã«ãããã¿ã³ãªã©ã®ã³ã³ããŒãã³ããäœæãããŠãŒã¶ãŒãçŽæçã«æäœã§ããããã«ããŸããããã¹ãå ¥åã¯ãã¢ãã«ã®ä»ã®éšåãšããŒã¿åéãããã¯ãéããŠé£æºãããããšãã§ããŸãã
ãã®ããã«ããŠåŸãããããã¹ãããŒã¿ã¯ãSimulinkã¢ãã«ã«çµã¿èŸŒãŸããChatGPT APIã®ã€ã³ã¿ãŒãã§ã€ã¹ã«æž¡ãããèªç¶èšèªåŠçãåæãå¯èœãšãªããŸããçµæãšããŠãã¢ãã«ãåäœäžã«çæãããå ¥åã«åºã¥ããŠã·ãã¥ã¬ãŒã·ã§ã³ã®ãã©ã¡ãŒã¿ãåçã«å€æŽããããšãå¯èœã§ãã
2.3 ããŒã¿åŠçãšåæã®èªåå
SimulinkãšChatGPTãçµ±åããã·ã¹ãã ã®éµãšãªãã®ã¯ãããŒã¿åŠçãšåæãèªååããèœåã§ãããã®çµ±åã«ãããã·ãã¥ã¬ãŒã·ã§ã³äžã«çæãããèšå€§ãªããŒã¿ã»ãããå¹ççã«æ±ãããšãã§ããŸãã
ChatGPTã䜿çšããããšã§ãããããããã¹ãããŒã¿ãæ©æ¢°åŠç¿ã¢ã«ãŽãªãºã ãçšããŠè§£æãããæå³ã®ããæ å ±ã«å€æãããŸããäŸãã°ããŠãŒã¶ãŒããã®ãã£ãŒãããã¯ãæ瀺ããªã¢ã«ã¿ã€ã ã§è§£éããããã«åºã¥ããã¢ãã«ã®èª¿æŽãè¡ãããå¯èœæ§ããããŸãã
ãŸããã·ãã¥ã¬ãŒã·ã§ã³ã®çµæãããã¹ãã¬ããŒãã®åœ¢ã§èªåçæããããšãå¯èœã§ããããã«ãããSimulinkã䜿çšãããšã³ãžãã¢ãç 究è ã¯ãã·ãã¥ã¬ãŒã·ã§ã³ã®çµæã«é¢ããæ·±ãæŽå¯ãæã«å ¥ããããšãã§ãããããžã§ã¯ãã®ææã®å質ãšç¯å²ãå€§å¹ ã«æ¡å€§ããããšãã§ããŸãã
2.4 ãšã©ãŒãã³ããªã³ã°ãšæé©åææ³
ããããè€éãªçµ±åã·ã¹ãã ã§ã¯ããšã©ãŒãã³ããªã³ã°ã¯äžå¯æ¬ ã§ããSimulinkå ã§ChatGPT APIã«ãªã¯ãšã¹ããéä¿¡ããéã«çããå¯èœæ§ã®ãããšã©ãŒãç°åžžãæ€åºã»å¯ŸåŠããä»çµã¿ãæ§ç¯ããå¿ èŠããããŸãã
ç¹å®ã®ãšã©ãŒãæ€åºãããå Žåã«ã¯ãåŠçããªãã©ã€ããããã®ããžãã¯ãå®è£ ãããããšã©ãŒã®åå ããŠãŒã¶ãŒã«éç¥ããããã®ã¢ã©ãŒãã·ã¹ãã ãèšçœ®ããããšãå¯èœã§ãããããã®å®è£ ã«ãããã¢ãã«ã®ä¿¡é Œæ§ãåäžãããŠãŒã¶ãŒãšã¯ã¹ããªãšã³ã¹ãé«ãŸããŸãã
ããã«ãChatGPTãšã®çµ±åãæé©åããããã«ãé©å¿çãªã¢ã«ãŽãªãºã ããã¥ãŒãªã¹ãã£ãã¯ãªææ³ãSimulinkã¢ãã«ã«å°å ¥ããããšãèããããŸããããã«ãããã·ã¹ãã ã®å¿çé床ãåäžããããªãœãŒã¹å©çšã®å¹çåãå³ãããšãå¯èœã«ãªããŸãããœãããŠã§ã¢ãšããŒããŠã§ã¢ã®äž¡é¢ããã®æé©åã¯ãSimulinkãšChatGPTã®çµ±åãæåããããã®éèŠãªèŠçŽ ã§ãã
3. ChatGPTãå©çšããSimulinkã¢ãã«ã®å¿çš
3.1 å¶åŸ¡ã·ã¹ãã ã®å¹çå
ChatGPTã®ç»å Žã¯ãå¶åŸ¡ã·ã¹ãã ã®èšèšããã»ã¹ãæ ¹æ¬ããæ¹åããŸãããå¶åŸ¡ãšã³ãžãã¢ã¯ãSimulinkã¢ãã«ãæ§ç¯ããéã«ãChatGPTã掻çšããŠã¢ã«ãŽãªãºã ã®èšèšãé«éåããããšãã§ããŸããããã«ãããè€éãªæ°åŠåŒãå¶åŸ¡æŠç¥ãçŽ æ©ãã³ãŒãåããããšãã§ããéçºãµã€ã¯ã«ã®æéççž®ãå®çŸããŸãã
ããã«ãChatGPTã¯å¶åŸ¡ãã©ã¡ãŒã¿ã®ä¿®æ£ã調æŽãã¢ã·ã¹ãããã·ã¹ãã å¿çã®æé©åãè¡ãããšãå¯èœã§ãããã®AIã®æ¯æŽã«ããããšã³ãžãã¢ã¯é©åãªãã©ã¡ãŒã¿èšå®ã«ããããŸã§ã®è©Šè¡é¯èª€ãå¹ççã«è¡ãããšãã§ãããããæçµçãªã·ã¹ãã ã®æ§èœåäžã«è²¢ç®ããŸãã
ãŸããChatGPTã¯ã€ã³ã¿ã©ã¯ãã£ããªã¢ããã€ã¹ãšããŠãæ©èœããå¶åŸ¡æŠç¥ã«é¢ããæœåšçãªåé¡ç¹ãææããŸãããã®çµæããšã³ãžãã¢ã¯ã·ã¹ãã ã®å®å®æ§ãå®å šæ§ãæ©ããã¡ã«ç¢ºä¿ã§ããé«å質ãªå¶åŸ¡ã·ã¹ãã ã®å®çŸãžãšã€ãªãããŸãã
3.2 ã·ãã¥ã¬ãŒã·ã§ã³çµæã®èªç¶èšèªè§£é
Simulinkã¯åŒ·åãªã·ãã¥ã¬ãŒã·ã§ã³ããŒã«ã§ãããChatGPTã¯ãã®åºåãããç解ãããã圢ã«å€æããæå©ããããŸããäŸãã°ãChatGPTãä»ããŠã·ãã¥ã¬ãŒã·ã§ã³çµæãèªç¶èšèªã§èŠçŽããæè¡çèæ¯ã®ãªãã¹ããŒã¯ãã«ããŒãæ°èŠãããžã§ã¯ãã¡ã³ããŒã«å ±åããããšãã§ããŸãã
ãã®ã¢ãããŒãã«ã¯ãã°ã©ããããŒã¿è¡šãèªã¿è§£ã代ããã«ãçŽæçãªèšèªã«ãã解éãæäŸãããšããå©ç¹ããããŸããçµæã®æ€èšã解æã«éããŠãããè¿ éãã€å¹æçãªã³ãã¥ãã±ãŒã·ã§ã³ãå¯èœã«ãªããŸãã
å ããŠãChatGPTã«ãã解éã¯ãæè²åéã«ãããŠã䟡å€ããããŸããçåŸãåŠçãSimulinkã®çµæãããæ·±ãç解ããã®ãå©ããã·ãã¥ã¬ãŒã·ã§ã³ããŒã«ãžã®ã¢ã¯ã»ã¹ãå©äŸ¿æ§ãå€§å¹ ã«åäžãããŸãã
3.3 ãã¥ãŒããªã¢ã«ãšã¬ã€ãäœæã®èªåå
ChatGPTãšSimulinkã®çµã¿åããã¯ããã¥ãŒããªã¢ã«ãæè²çšè³æã®äœæã«ãããŠãé©æ°çãªã¢ãããŒããæäŸããŸããChatGPTãçšããŠSimulinkã¢ãã«ã®ç¹å®ã®åŽé¢ã«ã€ããŠã®èª¬æã䜿ãæ¹ãåçã«çæããããããæåž«ããã¥ãŒã¿ãŒã®è² æ ãå€§å¹ ã«è»œæžããŸãã
ãã®èªååãããããã»ã¹ã«ãããæ°ããSimulinkæ©èœãã¢ãã«æ§ç¯æè¡ãç¿åŸããããã®ã«ã¹ã¿ãã€ãºå¯èœãªã¬ã€ããããã«äœæå¯èœã«ãªããŸããããã«ããåŠç¿è ã¯èªåã®ããŒã¹ã§åŠç¿ãé²ããããããã«ãªããŸãã
ãŸããå€èšèªå¯Ÿå¿ã®ãã¥ãŒããªã¢ã«ãçæããããšãå¯èœã§ãäžçäžã®å©çšè ãæ¥ã ã®åŠç¿ãç 究ã«SimulinkãšChatGPTã掻çšã§ããæ§ã«ãªããŸãã
3.4 ã¯ãã¹ãã©ãããã©ãŒã ã§ã®æŽ»çšäºäŸ
ãã£ãããããæè¡ãšã·ãã¥ã¬ãŒã·ã§ã³ããŒã«ã¯çžäºã«æŽ»çšãããããšã§ãã¯ãã¹ãã©ãããã©ãŒã ã§ã®äœ¿çšã·ããªãªãåºãããŸããChatGPTã«ããèªç¶èšèªåŠçãSimulinkãšçµ±åããããšã§ãWebã¢ããªã±ãŒã·ã§ã³ãã¢ãã€ã«ããã€ã¹ããã¹ã¯ããããœãããŠã§ã¢ãªã©å€æ§ãªãã©ãããã©ãŒã ã§ãããã€ã³ã¿ã©ã¯ãã£ããªãŠãŒã¶ãŒãšã¯ã¹ããªãšã³ã¹ãæäŸããŸãã
ãã®æè¡ã®ã¯ãã¹ãã©ãããã©ãŒã ã§ã®é£æºã¯ãèšèšè ããšã³ãžãã¢ããã€ã§ãã©ãã§ãSimulinkã¢ãã«ã«ã¢ã¯ã»ã¹ãããã®çµæã解éããæ¹åçãæ€èšããæ段ãæäŸããŸããããã«ããããããžã§ã¯ãã®æè»æ§ãé«ãŸããã³ã©ãã¬ãŒã·ã§ã³ã®ä¿é²ãå³ãããŸãã
äŸãã°ããããŠãŒã¶ãŒãå€åºäžã§ãã¹ããŒããã©ã³ã䜿çšããŠææ°ã®Simulinkã·ãã¥ã¬ãŒã·ã§ã³ã確èªããChatGPTã«ãããã£ãŒãããã¯ãåããªããããªã¢ã«ã¿ã€ã ã§èª¿æŽãè¡ãããšãã§ããŸãããã®ããã«ãChatGPTã¯Simulinkã®æŽ»çšãé©æ°ãããšã³ãžãã¢ãªã³ã°ã®å¹çæ§ãšã¢ã¯ã»ã·ããªãã£ã®äž¡æ¹ãåäžããã圹å²ãæãããŠããŸãã
4. SimulinkãšChatGPTã®æŽ»çšã«ããããã¹ããã©ã¯ãã£ã¹
4.1 ããŒã¿ãã©ã€ãã·ãŒãšã»ãã¥ãªãã£ã®ç¢ºä¿
Simulinkãçšãããããžã§ã¯ãã§ã¯ãããŒã¿ã®å®å šæ§ãæåªå ã«èããã¹ãã§ããç¹ã«ãChatGPTãšé£æºããéã«ã¯ããŠãŒã¶ãŒããŒã¿ããããšããããæ å ±ã®ãã©ã€ãã·ãŒã確ä¿ããããã«æå 端ã®æå·åæè¡ãå°å ¥ããããšãäžå¯æ¬ ã§ããå°éã®ã»ãã¥ãªãã£ããŒã ãšçžè«ããããŒã¿ä¿è·ãããã³ã«ãå®æœããããšããå§ãããŸãã
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4.3 ã¯ãŒã¯ãããŒã®å¹çåãšèªåå
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5. ChatGPTãšSimulinkã掻çšããã€ãããŒã·ã§ã³äºäŸ
5.1 èªåè»ç£æ¥ã«ãããå¿çš
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6. æªæ¥ãèŠæ®ããChatGPTãšSimulinkã®çµã¿åãã
6.1 æè²åéã«ãããå¯èœæ§
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