{"id":556,"date":"2026-03-31T19:40:00","date_gmt":"2026-03-31T10:40:00","guid":{"rendered":"https:\/\/dscs.eng.kagoshima-u.ac.jp\/?page_id=556"},"modified":"2026-03-31T19:37:58","modified_gmt":"2026-03-31T10:37:58","slug":"%e6%95%b0%e7%90%86%e3%83%bb%e3%83%87%e3%83%bc%e3%82%bf%e3%82%b5%e3%82%a4%e3%82%a8%e3%83%b3%e3%82%b9%e3%83%bbai%e6%95%99%e8%82%b2-2-2-2-3-2","status":"publish","type":"page","link":"https:\/\/dscs.eng.kagoshima-u.ac.jp\/?page_id=556","title":{"rendered":"\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3001\u57fa\u790e\u7d71\u8a08\u5b66\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u4eba\u5de5\u77e5\u80fd\u95a2\u9023\u30b3\u30f3\u30c6\u30f3\u30c4"},"content":{"rendered":"\n

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2025\u5e743\u670831\u65e5\u516c\u958b
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\uff15\uff0eC\u8a00\u8a9e\u3092\u7528\u3044\u305f\u6570\u5024\u8a08\u7b97\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u4f5c\u6210\u2464\uff1a\u88dc\u9593\u6cd5\uff08\u30e9\u30b0\u30e9\u30f3\u30b8\u30e5\u88dc\u9593\uff09\uff08\u8b1b\u7fa9\u30b9\u30e9\u30a4\u30c9<\/a>, \u8b1b\u7fa9\u52d5\u753b<\/a>, \u30b5\u30f3\u30d7\u30eb\u30d7\u30ed\u30b0\u30e9\u30e0, \u30b5\u30f3\u30d7\u30eb\u30d7\u30ed\u30b0\u30e9\u30e0Windows\u5b9f\u884c\u30d5\u30a1\u30a4\u30eb<\/a>\uff09
\uff16\uff0eC\u8a00\u8a9e\u3092\u7528\u3044\u305f\u6570\u5024\u8a08\u7b97\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u4f5c\u6210\u2465\uff1a\u6570\u5024\u7a4d\u5206\uff08\u53f0\u5f62\u516c\u5f0f\uff09\uff08\u8b1b\u7fa9\u30b9\u30e9\u30a4\u30c9<\/a>, \u8b1b\u7fa9\u52d5\u753b<\/a>, \u30b5\u30f3\u30d7\u30eb\u30d7\u30ed\u30b0\u30e9\u30e0, \u30b5\u30f3\u30d7\u30eb\u30d7\u30ed\u30b0\u30e9\u30e0Windows\u5b9f\u884c\u30d5\u30a1\u30a4\u30eb<\/a>\uff09
\uff17\uff0eC\u8a00\u8a9e\u3092\u7528\u3044\u305f\u6570\u5024\u8a08\u7b97\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u4f5c\u6210\u2466\uff1a\u6570\u5024\u7a4d\u5206\uff08\u30b7\u30f3\u30d7\u30bd\u30f3\u516c\u5f0f\uff09\uff08\u8b1b\u7fa9\u30b9\u30e9\u30a4\u30c9<\/a>, \u8b1b\u7fa9\u52d5\u753b<\/a>, \u30b5\u30f3\u30d7\u30eb\u30d7\u30ed\u30b0\u30e9\u30e0, \u30b5\u30f3\u30d7\u30eb\u30d7\u30ed\u30b0\u30e9\u30e0Windows\u5b9f\u884c\u30d5\u30a1\u30a4\u30eb<\/a>\uff09
\uff18\uff0eC\u8a00\u8a9e\u3092\u7528\u3044\u305f\u6570\u5024\u8a08\u7b97\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u4f5c\u6210\u2467\uff1a\u5e38\u5fae\u5206\u65b9\u7a0b\u5f0f\u306e\u89e3\uff08\u30eb\u30f3\u30b2-\u30af\u30c3\u30bf\u6cd5\uff09\uff08\u8b1b\u7fa9\u30b9\u30e9\u30a4\u30c9<\/a>, \u8b1b\u7fa9\u52d5\u753b<\/a>, \u30b5\u30f3\u30d7\u30eb\u30d7\u30ed\u30b0\u30e9\u30e0, \u30b5\u30f3\u30d7\u30eb\u30d7\u30ed\u30b0\u30e9\u30e0Windows\u5b9f\u884c\u30d5\u30a1\u30a4\u30eb<\/a>\uff09<\/td><\/tr>
3<\/td>\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u7cfb<\/td>C\u8a00\u8a9e<\/td>\uff11\uff0eC\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u5c0e\u5165\u7de8\uff08\u30b9\u30e9\u30a4\u30c9<\/a>\uff08\u6f14\u7fd2\u554f\u984c\u542b\u3080\uff09, \u52d5\u753b1<\/a>, \u52d5\u753b2<\/a>, \u52d5\u753b3<\/a>, \u5c0f\u30c6\u30b9\u30c8, \u7df4\u7fd2\u554f\u984c<\/a>, \u7df4\u7fd2\u554f\u984c\u89e3\u7b54\u4f8b, Visual Studio\u3092\u4f7f\u3063\u305fC\u30d7\u30ed\u30b0\u30e9\u30e0\u4f5c\u6210\u624b\u9806Word\u30d5\u30a1\u30a4\u30eb<\/a>\uff09
\uff12\uff0e\u6a19\u6e96\u5165\u51fa\u529b\u3068\u56db\u5247\u6f14\u7b97\uff08\u30b9\u30e9\u30a4\u30c9<\/a>\uff08\u6f14\u7fd2\u554f\u984c\u542b\u3080\uff09, \u52d5\u753b1<\/a>, \u52d5\u753b2<\/a>, \u52d5\u753b3<\/a>, \u52d5\u753b4<\/a>, \u52d5\u753b5<\/a>, \u52d5\u753b6<\/a>, \u52d5\u753b7<\/a>, \u52d5\u753b8<\/a>, \u52d5\u753b9<\/a>, \u5c0f\u30c6\u30b9\u30c8<\/a>, \u5c0f\u30c6\u30b9\u30c8\u89e3\u7b54, \u7df4\u7fd2\u554f\u984c\u89e3\u7b54\u4f8b, \u6f14\u7fd2\u554f\u984c\u89e3\u7b54\u4f8b\uff09
\uff13\uff0e\u30c7\u30fc\u30bf\u578b\uff08\u30b9\u30e9\u30a4\u30c9<\/a>\uff08\u6f14\u7fd2\u554f\u984c\u542b\u3080\uff09, \u52d5\u753b1<\/a>, \u52d5\u753b2<\/a>, \u52d5\u753b3<\/a>, \u52d5\u753b4<\/a>, \u52d5\u753b5<\/a>, \u52d5\u753b6<\/a>, \u5c0f\u30c6\u30b9\u30c8<\/a>, \u5c0f\u30c6\u30b9\u30c8\u89e3\u7b54, \u7df4\u7fd2\u554f\u984c\u89e3\u7b54\u4f8b, \u6f14\u7fd2\u554f\u984c\u89e3\u7b54\u4f8b\uff09
\uff14\uff0e\u7e70\u308a\u8fd4\u3057\uff08\u30b9\u30e9\u30a4\u30c9<\/a>\uff08\u6f14\u7fd2\u554f\u984c\u542b\u3080\uff09, \u52d5\u753b<\/a>, \u5c0f\u30c6\u30b9\u30c8<\/a>, \u5c0f\u30c6\u30b9\u30c8\u89e3\u7b54, \u7df4\u7fd2\u554f\u984c\u89e3\u7b54\u4f8b, \u6f14\u7fd2\u554f\u984c\u89e3\u7b54\u4f8b\uff09
\uff15\uff0e\u6761\u4ef6\u5206\u5c90\uff08\u30b9\u30e9\u30a4\u30c9<\/a>\uff08\u6f14\u7fd2\u554f\u984c\u542b\u3080\uff09, \u52d5\u753b<\/a>, \u5c0f\u30c6\u30b9\u30c8<\/a>, \u5c0f\u30c6\u30b9\u30c8\u89e3\u7b54, \u7df4\u7fd2\u554f\u984c\u89e3\u7b54\u4f8b, \u6f14\u7fd2\u554f\u984c\u89e3\u7b54\u4f8b\uff09
\uff16\uff0e\u914d\u5217\uff08\u30b9\u30e9\u30a4\u30c9<\/a>\uff08\u6f14\u7fd2\u554f\u984c\u542b\u3080\uff09, \u52d5\u753b<\/a>, \u5c0f\u30c6\u30b9\u30c8<\/a>, \u5c0f\u30c6\u30b9\u30c8\u89e3\u7b54, \u7df4\u7fd2\u554f\u984c\u89e3\u7b54\u4f8b, \u6f14\u7fd2\u554f\u984c\u89e3\u7b54\u4f8b\uff09
\uff17\uff0e\u7e70\u308a\u8fd4\u3057\u3068\u6761\u4ef6\u5206\u5c90\uff08\u63a2\u7d22\u3001\u4e26\u3079\u66ff\u3048\uff09\uff08\u30b9\u30e9\u30a4\u30c9<\/a>\uff08\u6f14\u7fd2\u554f\u984c\u542b\u3080\uff09, \u52d5\u753b1<\/a>, \u52d5\u753b2<\/a>, \u5c0f\u30c6\u30b9\u30c8<\/a>, \u5c0f\u30c6\u30b9\u30c8\u89e3\u7b54, \u7df4\u7fd2\u554f\u984c\u89e3\u7b54\u4f8b, \u6f14\u7fd2\u554f\u984c\u89e3\u7b54\u4f8b\uff09
\uff18\uff0e\u6a19\u6e96\u30e9\u30a4\u30d6\u30e9\u30ea\uff08\u30b9\u30e9\u30a4\u30c9<\/a>\uff08\u6f14\u7fd2\u554f\u984c\u542b\u3080\uff09, \u52d5\u753b1<\/a>, \u52d5\u753b2<\/a>, \u5c0f\u30c6\u30b9\u30c8<\/a>, \u5c0f\u30c6\u30b9\u30c8\u89e3\u7b54, \u7df4\u7fd2\u554f\u984c\u89e3\u7b54\u4f8b, \u6f14\u7fd2\u554f\u984c\u89e3\u7b54\u4f8b\uff09
\uff19\uff0e\u95a2\u6570\uff08\u30b9\u30e9\u30a4\u30c9<\/a>\uff08\u6f14\u7fd2\u554f\u984c\u542b\u3080\uff09, \u52d5\u753b1<\/a>, \u52d5\u753b2<\/a>, \u5c0f\u30c6\u30b9\u30c8<\/a>, \u5c0f\u30c6\u30b9\u30c8\u89e3\u7b54, \u7df4\u7fd2\u554f\u984c\u89e3\u7b54\u4f8b, \u6f14\u7fd2\u554f\u984c\u89e3\u7b54\u4f8b\uff09
\uff11\uff10\uff0e\u6587\u5b57\u5217\uff08\u30b9\u30e9\u30a4\u30c9<\/a>\uff08\u6f14\u7fd2\u554f\u984c\u542b\u3080\uff09, \u52d5\u753b1<\/a>, \u52d5\u753b2<\/a>, \u52d5\u753b3<\/a>, \u52d5\u753b4<\/a>, \u5c0f\u30c6\u30b9\u30c8<\/a>, \u5c0f\u30c6\u30b9\u30c8\u89e3\u7b54, \u7df4\u7fd2\u554f\u984c\u89e3\u7b54\u4f8b, \u6f14\u7fd2\u554f\u984c\u89e3\u7b54\u4f8b\uff09
\uff11\uff11\uff0e\u30dd\u30a4\u30f3\u30bf\uff08\u30b9\u30e9\u30a4\u30c9<\/a>\uff08\u6f14\u7fd2\u554f\u984c\u542b\u3080\uff09, \u52d5\u753b1<\/a>, \u52d5\u753b2<\/a>, \u52d5\u753b3<\/a>, \u52d5\u753b4<\/a>, \u5c0f\u30c6\u30b9\u30c8<\/a>, \u5c0f\u30c6\u30b9\u30c8\u89e3\u7b54, \u7df4\u7fd2\u554f\u984c\u89e3\u7b54\u4f8b, \u6f14\u7fd2\u554f\u984c\u89e3\u7b54\u4f8b\uff09
\uff11\uff12\uff0e\u69cb\u9020\u4f53\uff08\u30b9\u30e9\u30a4\u30c9<\/a>\uff08\u6f14\u7fd2\u554f\u984c\u542b\u3080\uff09, \u52d5\u753b1<\/a>, \u52d5\u753b2<\/a>, \u52d5\u753b3<\/a>, \u52d5\u753b4<\/a>, \u5c0f\u30c6\u30b9\u30c8<\/a>, \u5c0f\u30c6\u30b9\u30c8\u89e3\u7b54, \u7df4\u7fd2\u30fb\u6f14\u7fd2\u554f\u984c\u89e3\u7b54\u4f8b\uff09<\/td><\/tr>
4<\/td>\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u7cfb<\/td>C\u8a00\u8a9e<\/td>\uff11\uff0e\u30dd\u30a4\u30f3\u30bf\u306e\u57fa\u790e\uff08\u30b9\u30e9\u30a4\u30c9<\/a>, \u52d5\u753b1<\/a>, \u52d5\u753b2<\/a>\uff09
\uff12\uff0e\u30dd\u30a4\u30f3\u30bf\u306e\u5b9f\u8df5\u7684\u306a\u4f7f\u3044\u65b9\uff08\u30b9\u30e9\u30a4\u30c9<\/a>, \u52d5\u753b1<\/a>, \u52d5\u753b2<\/a>, \u52d5\u753b3<\/a>\uff09
\uff13\uff0e\u69cb\u9020\u4f53\uff08\u30b9\u30e9\u30a4\u30c9<\/a>, \u52d5\u753b1<\/a>, \u52d5\u753b2<\/a>, \u52d5\u753b3<\/a>\uff09
\uff14\uff0e\u95a2\u6570\u306e\u518d\u5e30\u547c\u3073\u51fa\u3057\uff08\u30b9\u30e9\u30a4\u30c9<\/a>, \u52d5\u753b1<\/a>, \u52d5\u753b2<\/a>, \u52d5\u753b3<\/a>, \u52d5\u753b4<\/a>, \u52d5\u753b5<\/a>\uff09<\/td><\/tr>
5<\/td>\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u7cfb<\/td>FORTRAN<\/td>\uff11\uff0e\u30ac\u30a4\u30c0\u30f3\u30b9\u3001\u30b3\u30f3\u30d1\u30a4\u30e9\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3001\u30d5\u30a9\u30fc\u30c8\u30e9\u30f3\u5165\u9580\u3001\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u57fa\u672c\u5f62\u3001\u56db\u5247\u6f14\u7b97\uff08\u30b9\u30e9\u30a4\u30c9<\/a>\uff09
\uff12\uff0e\u7d44\u307f\u8fbc\u307f\u95a2\u6570\u3001read\u6587\u3001wirte\u6587\u3001\u66f8\u5f0f \uff08\u30b9\u30e9\u30a4\u30c9<\/a>, \u5916\u90e8\u30d5\u30a1\u30a4\u30eb1<\/a>, \u5916\u90e8\u30d5\u30a1\u30a4\u30eb2<\/a>\uff09
\uff13\uff0eif\u6587\uff08\u30b9\u30e9\u30a4\u30c9<\/a>, \u5916\u90e8\u30d5\u30a1\u30a4\u30eb1<\/a>\uff09
\uff14\uff0e\u7e70\u308a\u8fd4\u3057(go to \u6587)\uff08\u30b9\u30e9\u30a4\u30c9<\/a>, \u5916\u90e8\u30d5\u30a1\u30a4\u30eb1<\/a>\uff09
\uff15\uff0eif\u6587\u3068\u7e70\u308a\u8fd4\u3057\u3092\u4f7f\u3063\u305f\u7df4\u7fd2\u554f\u984c\uff08\u30b9\u30e9\u30a4\u30c9<\/a>\uff09
\uff16\uff0edo\u6587\u3001end\u6587\uff08\u30b9\u30e9\u30a4\u30c9<\/a>, \u5916\u90e8\u30d5\u30a1\u30a4\u30eb1<\/a>, \u6f14\u7fd2, \u5c0f\u30c6\u30b9\u30c8\uff09
\uff17\uff0e\u914d\u5217\u3001\u7dcf\u5408\u6f14\u7fd2\uff08\u30b9\u30e9\u30a4\u30c9<\/a>, \u5916\u90e8\u30d5\u30a1\u30a4\u30eb1<\/a>, \u5916\u90e8\u30d5\u30a1\u30a4\u30eb2<\/a>\uff09
\uff18\uff0e\u914d\u5217\u3092\u4f7f\u3063\u305f\u7dcf\u5408\u6f14\u7fd2(\u30c7\u30fc\u30bf\u306e\u4e26\u3073\u66ff\u3048\u3001\u30ed\u30fc\u30d1\u30b9\u30d5\u30a3\u30eb\u30bf)\uff08\u30b9\u30e9\u30a4\u30c9<\/a>, \u5916\u90e8\u30d5\u30a1\u30a4\u30eb1<\/a>, \u5916\u90e8\u30d5\u30a1\u30a4\u30eb2<\/a>\uff09
\uff19\uff0e\u5c0f\u30c6\u30b9\u30c81\uff08\u30b9\u30e9\u30a4\u30c9<\/a>, \u5916\u90e8\u30d5\u30a1\u30a4\u30eb1<\/a>, \u5916\u90e8\u30d5\u30a1\u30a4\u30eb2<\/a>\uff09
\uff11\uff10\uff0e\u5c0f\u30c6\u30b9\u30c82\uff08\u30b9\u30e9\u30a4\u30c9<\/a>\uff09
\uff11\uff11\uff0edata\u6587\u30012\u91cd\u30eb\u30fc\u30d7\u3001\u30d0\u30d6\u30eb\u30bd\u30fc\u30c8\uff08\u30b9\u30e9\u30a4\u30c9<\/a>\uff09
\uff11\uff12\uff0e2\u6b21\u5143\u914d\u5217\u3092\u4f7f\u3063\u305f\u7df4\u7fd2\u554f\u984c\uff08\u30b9\u30e9\u30a4\u30c9<\/a>, \u5916\u90e8\u30d5\u30a1\u30a4\u30eb1<\/a>\uff09
\uff11\uff13\uff0e\u30b5\u30d6\u30eb\u30fc\u30c1\u30f3\uff08\u30b9\u30e9\u30a4\u30c9<\/a>, \u5916\u90e8\u30d5\u30a1\u30a4\u30eb1<\/a>\uff09
\uff11\uff14\uff0e\u30d8\u30c3\u30c0\u306e\u8aad\u307f\u98db\u3070\u3057\u3001\u6c17\u8c61\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u30fb\u89e3\u6790\uff08\u30b9\u30e9\u30a4\u30c9<\/a>, \u5916\u90e8\u30d5\u30a1\u30a4\u30eb1<\/a>\uff09
\uff11\uff15\uff0e\u30c6\u30b9\u30c8\uff08\u30b9\u30e9\u30a4\u30c9<\/a>\uff09<\/td><\/tr>
6<\/td>\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u7cfb<\/td>VBA<\/td>\uff11\uff0e\u6388\u696d\u5168\u4f53\u306e\u6982\u8981\uff08\u30b9\u30e9\u30a4\u30c9<\/a>, \u6f14\u7fd2\u89e3\u8aacExcel\u30d5\u30a1\u30a4\u30eb<\/a>\uff09
\uff12\uff0eExcel\u306b\u3088\u308b\u8868\u4f5c\u6210\u3001\u30c7\u30fc\u30bf\u306e\u307e\u3068\u3081\u65b9\uff08\u30b9\u30e9\u30a4\u30c9<\/a>, \u6f14\u7fd2\u89e3\u8aacExcel\u30d5\u30a1\u30a4\u30eb<\/a>\uff09
\uff13\uff0eExcel\u306b\u3088\u308b\u5b66\u4f1a\u30fb\u8ad6\u6587\u7528\u306e\u30b0\u30e9\u30d5\u306e\u4f5c\u6210\uff08\u30b9\u30e9\u30a4\u30c9<\/a>, \u6f14\u7fd2\u89e3\u8aacExcel\u30d5\u30a1\u30a4\u30eb<\/a>, \u5c0f\u30c6\u30b9\u30c8\u89e3\u8aacExcel\u30d5\u30a1\u30a4\u30eb<\/a>\uff09
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7<\/td>\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u7cfb<\/td>C#<\/td>\uff11\uff0e\u300c\u306f\u3058\u3081\u3066\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u300d\uff08\u30b9\u30e9\u30a4\u30c9, \u52d5\u753b, \u6f14\u7fd2, \u5c0f\u30c6\u30b9\u30c8\uff09
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\uff13\uff0e\u300c\u5909\u6570\u30fb\u95a2\u6570\u306b\u3064\u3044\u30662\u300d\uff08\u30b9\u30e9\u30a4\u30c9, \u52d5\u753b, \u6f14\u7fd2, \u5c0f\u30c6\u30b9\u30c8\uff09
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8<\/td>\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u7cfb<\/td>Python<\/td>\uff11\uff0ePython\u3092\u7528\u3044\u305f\u4fe1\u53f7\u6ce2\u5f62\u306e\u89e3\u6790\uff08\u6f14\u7fd2\u8cc7\u6599<\/a>\uff09
\uff12\uff0ePython\u3092\u7528\u3044\u305f\u96fb\u6c17\u56de\u8def\u306e\u89e3\u6790\u2460\uff08\u6f14\u7fd2\u8cc7\u6599<\/a>\uff09
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9<\/td>\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u7cfb<\/td>Python<\/td>\uff11\uff0e\u74b0\u5883\u69cb\u7bc9\uff0cPython\u306e\u5909\u6570\uff08\u8b1b\u7fa9\u30b9\u30e9\u30a4\u30c9<\/a>, \u52d5\u753b1<\/a>, \u52d5\u753b2<\/a>, \u52d5\u753b3<\/a>, \u52d5\u753b4<\/a>, \u52d5\u753b5<\/a>\uff09
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\uff11\uff10\uff0e\u53e4\u5178\u7684\u6a5f\u68b0\u5b66\u7fd2\uff08\u56de\u5e30\uff09\uff08\u8b1b\u7fa9\u30b9\u30e9\u30a4\u30c9<\/a>, \u52d5\u753b1<\/a>, \u52d5\u753b2<\/a>, \u52d5\u753b3<\/a>, \u52d5\u753b4<\/a>, \u52d5\u753b5<\/a>, \u52d5\u753b6<\/a>\uff09
\uff11\uff11\uff0e\u53e4\u5178\u7684\u6a5f\u68b0\u5b66\u7fd2\uff08\u8b58\u5225\uff09\uff08\u8b1b\u7fa9\u30b9\u30e9\u30a4\u30c9<\/a>, \u52d5\u753b1<\/a>, \u52d5\u753b2<\/a>, \u52d5\u753b3<\/a>, \u52d5\u753b4<\/a>, \u52d5\u753b5<\/a>\uff09
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10<\/td>\u6570\u5b66<\/td>\u57fa\u790e\u7d71\u8a08\u5b66<\/td>\uff11\uff0e\u5ea6\u6570\u5206\u5e03\u8868\u30fb\u30d2\u30b9\u30c8\u30b0\u30e9\u30e0\u30fb\u30af\u30ed\u30b9\u96c6\u8a08\u8868\uff08\u8b1b\u7fa9(\u30b9\u30e9\u30a4\u30c91<\/a>, \u30b9\u30e9\u30a4\u30c92<\/a>, \u52d5\u753b1<\/a>, \u52d5\u753b2<\/a>, \u52d5\u753b3<\/a>), \u6f14\u7fd2(\u30b9\u30e9\u30a4\u30c91<\/a>, \u30b9\u30e9\u30a4\u30c92<\/a>, \u52d5\u753b1<\/a>, \u52d5\u753b2<\/a>, \u30c7\u30fc\u30bf<\/a>), \u5c0f\u30c6\u30b9\u30c8<\/a>\uff09
\uff12\uff0e\u78ba\u7387\u5909\u6570\u30fb\u671f\u5f85\u5024\u30fb\u5206\u6563\u30fb\u6a19\u6e96\u504f\u5dee\uff08\u8b1b\u7fa9(\u30b9\u30e9\u30a4\u30c91<\/a>, \u30b9\u30e9\u30a4\u30c92<\/a>, \u52d5\u753b1<\/a>, \u52d5\u753b2<\/a>), \u6f14\u7fd2(\u30b9\u30e9\u30a4\u30c91<\/a>, \u30b9\u30e9\u30a4\u30c92<\/a>, \u52d5\u753b1<\/a>, \u52d5\u753b2<\/a>, \u30c7\u30fc\u30bf<\/a>), \u5c0f\u30c6\u30b9\u30c8<\/a>\uff09
\uff13\uff0e\u4e8c\u9805\u5206\u5e03\u30fb\u9023\u7d9a\u78ba\u7387\u5206\u5e03\u30fb\u6b63\u898f\u5206\u5e03\uff08\u8b1b\u7fa9(\u30b9\u30e9\u30a4\u30c91<\/a>, \u30b9\u30e9\u30a4\u30c92<\/a>, \u52d5\u753b1<\/a>, \u52d5\u753b2<\/a>), \u6f14\u7fd2(\u30b9\u30e9\u30a4\u30c91<\/a>, \u30b9\u30e9\u30a4\u30c92<\/a>, \u52d5\u753b1<\/a>, \u52d5\u753b2<\/a>, \u30c7\u30fc\u30bf<\/a>), \u5c0f\u30c6\u30b9\u30c8<\/a>\uff09
\uff14\uff0e\u6bcd\u96c6\u56e3\u3068\u6a19\u672c\u5206\u5e03\uff08\u8b1b\u7fa9(\u30b9\u30e9\u30a4\u30c91<\/a>, \u30b9\u30e9\u30a4\u30c92<\/a>, \u52d5\u753b1<\/a>, \u52d5\u753b2<\/a>), \u6f14\u7fd2(\u30b9\u30e9\u30a4\u30c91<\/a>, \u30b9\u30e9\u30a4\u30c92<\/a>, \u52d5\u753b1<\/a>, \u52d5\u753b2<\/a>, \u30c7\u30fc\u30bf<\/a>), \u5c0f\u30c6\u30b9\u30c8<\/a>\uff09
\uff15\uff0e\u70b9\u63a8\u5b9a\u3068\u533a\u9593\u63a8\u5b9a\uff08\u8b1b\u7fa9(\u30b9\u30e9\u30a4\u30c91<\/a>, \u30b9\u30e9\u30a4\u30c92<\/a>, \u52d5\u753b1<\/a>, \u52d5\u753b2<\/a>), \u6f14\u7fd2(\u30b9\u30e9\u30a4\u30c91<\/a>, \u30b9\u30e9\u30a4\u30c92<\/a>, \u52d5\u753b1<\/a>, \u52d5\u753b2<\/a>, \u30c7\u30fc\u30bf<\/a>), \u5c0f\u30c6\u30b9\u30c8<\/a>\uff09
\uff16\uff0e\u6a19\u672c\u306e\u4eee\u8aac\u691c\u5b9a\uff08\u8b1b\u7fa9(\u30b9\u30e9\u30a4\u30c91<\/a>, \u30b9\u30e9\u30a4\u30c92<\/a>, \u52d5\u753b1<\/a>, \u52d5\u753b2<\/a>), \u6f14\u7fd2(\u30b9\u30e9\u30a4\u30c91<\/a>, \u30b9\u30e9\u30a4\u30c92<\/a>, \u52d5\u753b1<\/a>, \u52d5\u753b2<\/a>, \u30c7\u30fc\u30bf<\/a>), \u5c0f\u30c6\u30b9\u30c8<\/a>\uff09
\uff17\uff0e\u9ad8\u5ea6\u306a\u4eee\u8aac\u691c\u5b9a(ANOVA\u30fb\u591a\u91cd\u691c\u5b9a)\uff08\u8b1b\u7fa9(\u30b9\u30e9\u30a4\u30c91<\/a>, \u30b9\u30e9\u30a4\u30c92<\/a>, \u52d5\u753b1<\/a>, \u52d5\u753b2<\/a>), \u6f14\u7fd2(\u30b9\u30e9\u30a4\u30c91<\/a>, \u30b9\u30e9\u30a4\u30c92<\/a>, \u52d5\u753b1<\/a>, \u52d5\u753b2<\/a>, \u30c7\u30fc\u30bf<\/a>), \u5c0f\u30c6\u30b9\u30c8<\/a>\uff09
\uff18\uff0e\u56de\u5e30\u5206\u6790(\u5358\u56de\u5e30\u5206\u6790\u30fb\u91cd\u56de\u5e30\u5206\u6790)\uff08\u8b1b\u7fa9(\u30b9\u30e9\u30a4\u30c91<\/a>, \u30b9\u30e9\u30a4\u30c92<\/a>, \u52d5\u753b1<\/a>, \u52d5\u753b2<\/a>), \u6f14\u7fd2(\u30b9\u30e9\u30a4\u30c91<\/a>, \u30b9\u30e9\u30a4\u30c92<\/a>, \u52d5\u753b1<\/a>, \u52d5\u753b2<\/a>, \u30c7\u30fc\u30bf<\/a>), \u5c0f\u30c6\u30b9\u30c8<\/a>\uff09
\uff19\uff0e\u56de\u5e30\u5206\u6790(\u7dda\u5f62\u56de\u5e30\u30e2\u30c7\u30eb\u30fb\u30ea\u30c3\u30b8\u56de\u5e30)\uff08\u8b1b\u7fa9(\u30b9\u30e9\u30a4\u30c91<\/a>, \u30b9\u30e9\u30a4\u30c92<\/a>, \u52d5\u753b1<\/a>, \u52d5\u753b2<\/a>), \u6f14\u7fd2(\u30b9\u30e9\u30a4\u30c91<\/a>, \u30b9\u30e9\u30a4\u30c92<\/a>, \u52d5\u753b1<\/a>, \u52d5\u753b2<\/a>, \u30c7\u30fc\u30bf<\/a>), \u5c0f\u30c6\u30b9\u30c8<\/a>\uff09
\uff11\uff10\uff0e\u4e3b\u6210\u5206\u5206\u6790\uff08\u8b1b\u7fa9(\u30b9\u30e9\u30a4\u30c91<\/a>, \u30b9\u30e9\u30a4\u30c92<\/a>, \u52d5\u753b1<\/a>, \u52d5\u753b2<\/a>), \u6f14\u7fd2(\u30b9\u30e9\u30a4\u30c91<\/a>, \u30b9\u30e9\u30a4\u30c92<\/a>, \u52d5\u753b1<\/a>, \u52d5\u753b2<\/a>, \u30c7\u30fc\u30bf<\/a>), \u5c0f\u30c6\u30b9\u30c8<\/a>\uff09
\uff11\uff11\uff0e\u56e0\u5b50\u5206\u6790\uff08\u8b1b\u7fa9(\u30b9\u30e9\u30a4\u30c91<\/a>, \u30b9\u30e9\u30a4\u30c92<\/a>, \u52d5\u753b1<\/a>, \u52d5\u753b2<\/a>), \u6f14\u7fd2(\u30b9\u30e9\u30a4\u30c91<\/a>, \u30b9\u30e9\u30a4\u30c92<\/a>, \u52d5\u753b1<\/a>, \u52d5\u753b2<\/a>, \u30c7\u30fc\u30bf<\/a>), \u5c0f\u30c6\u30b9\u30c8<\/a>\uff09
\uff11\uff12\uff0e\u5224\u5225\u5206\u6790\uff08\u8b1b\u7fa9(\u30b9\u30e9\u30a4\u30c91<\/a>, \u30b9\u30e9\u30a4\u30c92<\/a>, \u52d5\u753b1<\/a>, \u52d5\u753b2<\/a>), \u6f14\u7fd2(\u30b9\u30e9\u30a4\u30c91<\/a>, \u30b9\u30e9\u30a4\u30c92<\/a>, \u52d5\u753b1<\/a>, \u52d5\u753b2<\/a>, \u30c7\u30fc\u30bf<\/a>), \u5c0f\u30c6\u30b9\u30c8<\/a>\uff09
\uff11\uff13\uff0e\u30af\u30e9\u30b9\u30bf\u5206\u6790\uff08\u8b1b\u7fa9(\u30b9\u30e9\u30a4\u30c91<\/a>, \u30b9\u30e9\u30a4\u30c92<\/a>, \u52d5\u753b1<\/a>, \u52d5\u753b2<\/a>), \u6f14\u7fd2(\u30b9\u30e9\u30a4\u30c91<\/a>, \u30b9\u30e9\u30a4\u30c92<\/a>, \u52d5\u753b1<\/a>, \u52d5\u753b2<\/a>, \u30c7\u30fc\u30bf<\/a>), \u5c0f\u30c6\u30b9\u30c8<\/a>\uff09
\uff11\uff14\uff0e\u8cea\u7684\u30c7\u30fc\u30bf\u306e\u7d71\u8a08\u89e3\u6790\uff08\u8b1b\u7fa9(\u30b9\u30e9\u30a4\u30c91<\/a>, \u30b9\u30e9\u30a4\u30c92<\/a>, \u52d5\u753b1<\/a>, \u52d5\u753b2<\/a>), \u6f14\u7fd2(\u30b9\u30e9\u30a4\u30c91<\/a>, \u30b9\u30e9\u30a4\u30c92<\/a>, \u52d5\u753b1<\/a>, \u52d5\u753b2<\/a>, \u30c7\u30fc\u30bf<\/a>), \u5c0f\u30c6\u30b9\u30c8<\/a>\uff09
\uff11\uff15\uff0e\u30d9\u30a4\u30ba\u306e\u5b9a\u7406\uff08\u8b1b\u7fa9(\u30b9\u30e9\u30a4\u30c91<\/a>, \u30b9\u30e9\u30a4\u30c92<\/a>, \u52d5\u753b1<\/a>, \u52d5\u753b2<\/a>), \u6f14\u7fd2(\u30b9\u30e9\u30a4\u30c91<\/a>, \u30b9\u30e9\u30a4\u30c92<\/a>, \u52d5\u753b1<\/a>, \u52d5\u753b2<\/a>, \u30c7\u30fc\u30bf<\/a>), \u5c0f\u30c6\u30b9\u30c8<\/a>\uff09<\/td><\/tr>
11<\/td>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3<\/td><\/td>\uff11\uff0e\u60c5\u5831\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u57fa\u790e\uff08\u30b9\u30e9\u30a4\u30c9<\/a>, \u52d5\u753b<\/a>, \u5c0f\u30c6\u30b9\u30c8<\/a>\uff09
\uff12\uff0e\u6697\u53f7\u5316\u3068\u96fb\u5b50\u7f72\u540d\uff08\u30b9\u30e9\u30a4\u30c9<\/a>, \u52d5\u753b<\/a>, \u5c0f\u30c6\u30b9\u30c8<\/a>\uff09
\uff13\uff0e\u8a8d\u8a3c\u3068\u30d1\u30b9\u30ef\u30fc\u30c9\uff08\u30b9\u30e9\u30a4\u30c9<\/a>, \u52d5\u753b<\/a>, \u5c0f\u30c6\u30b9\u30c8<\/a>\uff09
\uff14\uff0e\u30b5\u30a4\u30d0\u30fc\u653b\u6483\u306e\u624b\u53e3\u3068\u5bfe\u7b56\uff08\u30b9\u30e9\u30a4\u30c9<\/a>, \u52d5\u753b<\/a>, \u5c0f\u30c6\u30b9\u30c8<\/a>\uff09<\/td><\/tr>
12<\/td>\u4eba\u5de5\u77e5\u80fd<\/td><\/td>\uff11\uff0e\u5f62\u614b\u7d20\u89e3\u6790\uff08\u30b9\u30e9\u30a4\u30c9<\/a>, \u52d5\u753b<\/a>, \u6f14\u7fd2<\/a>\uff09
\uff12\uff0e\u7d71\u8a08\u7684\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08\u30b9\u30e9\u30a4\u30c9<\/a>, \u52d5\u753b<\/a>, \u6f14\u7fd2\u30c7\u30fc\u30bf<\/a>\uff09
\uff13\uff0e\u591a\u5c64\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3\uff08\u30b9\u30e9\u30a4\u30c9<\/a>, \u52d5\u753b<\/a>, \u6f14\u7fd2\u30c7\u30fc\u30bf<\/a>\uff09
\uff14\uff0e\u5358\u8a9e\u306e\u30d9\u30af\u30c8\u30eb\u8868\u73fe\uff08\u30b9\u30e9\u30a4\u30c9<\/a>, \u52d5\u753b<\/a>, \u6f14\u7fd2<\/a>\uff09<\/td><\/tr>
13<\/td>\u4eba\u5de5\u77e5\u80fd<\/td><\/td>\uff11\uff0e\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u539f\u7406\u3068\u6a5f\u68b0\u5b66\u7fd2\uff08\u30b9\u30e9\u30a4\u30c91<\/a>, \u30b9\u30e9\u30a4\u30c92<\/a>, \u30b9\u30e9\u30a4\u30c93<\/a>, \u52d5\u753b1<\/a>, \u52d5\u753b2<\/a>, \u52d5\u753b3<\/a>, \u6f14\u7fd2<\/a>\uff09<\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n

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