´Ü¾î | ÇнÀ ºÐ·ùÀÚ ½Ã½ºÅÛ |
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LCS: Learning Classifier System | |
¼³¸í | ÇнÀ ºÐ·ùÀÚ ½Ã½ºÅÛ(LCS: Learning Classifier System) ¶Ç´Â LCS´Â °È ÇнÀ(reinforcement learning)°ú À¯Àü ¾Ë°í¸®Áò(genetic algorithm)°ú °¡±î¿î ±â°è ÇнÀ ½Ã½ºÅÛ(machine learning system)ÀÌ´Ù. John Holland¿¡ ÀÇÇØ Ã³À½ ±â¼úµÈ LCS´Â ÃÖ»óÀÇ ±ÔÄ¢(best rule)À¸·Î º¯°æµÇ°í ¼±ÅõǴ À¯Àü ¾Ë°í¸®Áò¿¡ ´ëÇÑ ÀÌÁø ±ÔÄ¢ÀÇ Áý´Ü(population)À¸·Î ±¸¼ºµÈ´Ù. ÀûÇÕµµ ÇÔ¼ö(fitness function)¸¦ »ç¿ëÇÏ´Â °Í ´ë½Å¿¡, ±ÔÄ¢ À¯Æ¿¸®Æ¼(rule utility)´Â °È ÇнÀ ±â¼ú¿¡ ÀÇÇØ °áÁ¤µÈ´Ù. |
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