{"id":4396,"date":"2026-04-11T00:03:04","date_gmt":"2026-04-10T15:03:04","guid":{"rendered":"https:\/\/blog.id774.net\/entry\/?p=4396"},"modified":"2026-04-11T00:22:33","modified_gmt":"2026-04-10T15:22:33","slug":"%e7%9f%a5%e8%83%bd%e3%81%af%e3%81%a9%e3%81%93%e3%81%8b%e3%82%89%e6%9d%a5%e3%81%a6%e3%81%a9%e3%81%93%e3%81%b8%e8%a1%8c%e3%81%8f%e3%81%ae%e3%81%8b","status":"publish","type":"post","link":"https:\/\/blog.id774.net\/entry\/2026\/04\/11\/4396\/","title":{"rendered":"\u77e5\u80fd\u306f\u3069\u3053\u304b\u3089\u6765\u3066\u3069\u3053\u3078\u884c\u304f\u306e\u304b"},"content":{"rendered":"

\u672c\u7a3f\u306f\u3001\u975e\u5e73\u8861\u71b1\u529b\u5b66\u3001\u60c5\u5831\u71b1\u529b\u5b66\u3001\u6563\u9038\u69cb\u9020\u8ad6\u3001\u9032\u5316\u306e\u4e3b\u8981\u9077\u79fb\u8ad6\u3001\u5916\u90e8\u8a18\u61b6\u8ad6\u3001\u8a08\u7b97\u6a5f\u3068\u81ea\u5df1\u8907\u88fd\u6a5f\u68b0\u306e\u7406\u8ad6\u3092\u6a2a\u65ad\u7684\u306b\u675f\u306d\u3001\u751f\u547d\u30fb\u4eba\u9593\u30fb\u6587\u660e\u30fb\u4eba\u5de5\u77e5\u80fd\u3092\u5358\u4e00\u306e\u9023\u7d9a\u904e\u7a0b\u3068\u3057\u3066\u8a18\u8ff0\u3059\u308b\u4eee\u8aac\u3092\u63d0\u793a\u3059\u308b\u3082\u306e\u3067\u3042\u308b[1]<\/a>[2]<\/a>[3]<\/a>[4]<\/a>[5]<\/a>[6]<\/a>\u3002\u3053\u3053\u3067\u3044\u3046\u4eee\u8aac\u306e\u4e2d\u6838\u306f\u3001\u751f\u547d\u3092\u300c\u81ea\u5df1\u7dad\u6301\u578b\u6563\u9038\u69cb\u9020\u300d\u3001\u77e5\u80fd\u3092\u300c\u6563\u9038\u3092\u6642\u7a7a\u9593\u7684\u306b\u62e1\u5f35\u3059\u308b\u4e88\u6e2c\u5236\u5fa1\u6a5f\u69cb\u300d\u3001\u6587\u660e\u3092\u300c\u77e5\u80fd\u306e\u5916\u90e8\u5316\u3055\u308c\u305f\u8a18\u61b6\u30fb\u5236\u5ea6\u30fb\u88c5\u7f6e\u306e\u7dcf\u4f53\u300d\u3001\u4eba\u5de5\u77e5\u80fd\u3092\u300c\u305d\u306e\u6a5f\u80fd\u306e\u4eba\u5de5\u62c5\u4f53\u300d\u3068\u307f\u306a\u3059\u70b9\u306b\u3042\u308b[7]<\/a>[8]<\/a>[9]<\/a>[10]<\/a>\u3002<\/p>\n

\u91cd\u8981\u306a\u306e\u306f\u3001\u3053\u308c\u306f\u300c\u5b87\u5b99\u306f\u5fc5\u305a\u4eba\u9593\u3084 AI \u3092\u751f\u3080\u300d\u3068\u3044\u3046\u5f37\u3044\u6c7a\u5b9a\u8ad6\u3067\u306f\u306a\u3044\u3068\u3044\u3046\u70b9\u3067\u3042\u308b\u3002\u672c\u7a3f\u3067\u4e3b\u5f35\u3059\u308b\u306e\u306f\u305d\u3053\u307e\u3067\u3067\u306f\u306a\u3044\u3002\u3088\u308a\u9650\u5b9a\u3055\u308c\u305f\u4e3b\u5f35\u306f\u3001\u5341\u5206\u306a\u30a8\u30cd\u30eb\u30ae\u30fc\u52fe\u914d\u3001\u5b89\u5b9a\u3057\u305f\u6642\u9593\u30b9\u30b1\u30fc\u30eb\u3001\u9069\u5207\u306a\u5316\u5b66\u7684\u57fa\u76e4\u3001\u8a18\u61b6\u3068\u5236\u5fa1\u306e\u84c4\u7a4d\u53ef\u80fd\u6027\u304c\u4e0e\u3048\u3089\u308c\u308b\u3068\u304d\u3001\u524d\u751f\u7269\u7684\u6563\u9038\u69cb\u9020\u304b\u3089\u751f\u547d\u3001\u8907\u96d1\u751f\u547d\u3001\u4eba\u9593\u3001\u6587\u660e\u3001\u4eba\u5de5\u77e5\u80fd\u3078\u3068\u6a5f\u80fd\u304c\u518d\u914d\u7f6e\u3055\u308c\u308b\u9023\u7d9a\u7cfb\u5217\u304c\u6210\u7acb\u3057\u3046\u308b\u3001\u3068\u3044\u3046\u3082\u306e\u3067\u3042\u308b[7]<\/a>[11]<\/a>[12]<\/a>\u3002<\/p>\n

\n

1. \u51fa\u767a\u70b9 \u2015\u2015 \u300c\u751f\u547d\u306e\u610f\u5473\u300d\u3092\u71b1\u529b\u5b66\u7684\u306b\u8aad\u307f\u66ff\u3048\u308b<\/h2>\n

\u6563\u9038\u69cb\u9020\u8ad6\u306e\u6838\u5fc3\u306f\u3001\u975e\u5e73\u8861\u6761\u4ef6\u306e\u3082\u3068\u3067\u79e9\u5e8f\u5f62\u6210\u304c\u8d77\u3053\u308a\u3046\u308b\u3068\u3044\u3046\u70b9\u306b\u3042\u308b[1]<\/a>\u3002\u3053\u308c\u306f\u300c\u79e9\u5e8f\u306f\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u306b\u9006\u3089\u3046\u304b\u3089\u4f8b\u5916\u7684\u3060\u300d\u3068\u3044\u3046\u7d20\u6734\u306a\u898b\u65b9\u3092\u4fee\u6b63\u3059\u308b\u3002\u6b63\u78ba\u306b\u306f\u3001\u5c40\u6240\u7684\u79e9\u5e8f\u306e\u5f62\u6210\u81ea\u4f53\u304c\u3001\u5916\u90e8\u3068\u306e\u30a8\u30cd\u30eb\u30ae\u30fc\u30fb\u7269\u8cea\u4ea4\u63db\u3092\u901a\u3058\u3066\u5168\u4f53\u7cfb\u306e\u4e0d\u53ef\u9006\u904e\u7a0b\u3092\u62c5\u3046\u3053\u3068\u304c\u3042\u308b\u3002\u3057\u305f\u304c\u3063\u3066\u3001\u751f\u547d\u3092\u300c\u79e9\u5e8f\u3060\u304b\u3089\u71b1\u529b\u5b66\u306b\u9006\u3089\u3046\u3082\u306e\u300d\u3068\u307f\u306a\u3059\u306e\u3067\u306f\u306a\u304f\u3001\u300c\u79e9\u5e8f\u3092\u4fdd\u3064\u3053\u3068\u306b\u3088\u3063\u3066\u3080\u3057\u308d\u6563\u9038\u3092\u7d99\u7d9a\u7684\u306b\u62c5\u3046\u3082\u306e\u300d\u3068\u307f\u306a\u3059\u65b9\u304c\u3001\u5c11\u306a\u304f\u3068\u3082\u975e\u5e73\u8861\u7cfb\u306e\u8a00\u8449\u3068\u3057\u3066\u306f\u6574\u5408\u7684\u3067\u3042\u308b[1]<\/a>[5]<\/a>[6]<\/a>\u3002<\/p>\n

\u60c5\u5831\u71b1\u529b\u5b66\u306f\u3053\u306e\u56f3\u5f0f\u3092\u3055\u3089\u306b\u62bc\u3057\u5e83\u3052\u308b\u3002\u60c5\u5831\u306e\u53d6\u5f97\u3001\u4fdd\u6301\u3001\u524a\u9664\u3001\u66f4\u65b0\u306f\u71b1\u529b\u5b66<\/a>\u7684\u30b3\u30b9\u30c8\u3068\u5207\u308a\u96e2\u305b\u305a\u3001\u8a18\u61b6\u3084\u9078\u629e\u3084\u5236\u5fa1\u306f\u5358\u306a\u308b\u62bd\u8c61\u6f14\u7b97\u3067\u306f\u306a\u304f\u7269\u7406\u904e\u7a0b\u3067\u3042\u308b[3]<\/a>[4]<\/a>[13]<\/a>\u3002\u3053\u306e\u3068\u304d\u751f\u547d\u306b\u304a\u3051\u308b\u300c\u77e5\u308b\u300d\u300c\u899a\u3048\u308b\u300d\u300c\u9078\u3076\u300d\u306f\u3001\u4e16\u754c\u306e\u5185\u90e8\u3067\u751f\u3058\u308b\u5b9f\u5728\u7684\u306a\u30a8\u30cd\u30eb\u30ae\u30fc\u5909\u63db\u306e\u4e00\u5c40\u9762\u3068\u3057\u3066\u8aad\u3081\u308b\u3002\u77e5\u80fd\u3084\u6587\u660e\u3084\u8a08\u7b97\u6a5f\u3092\u6563\u9038\u69cb\u9020\u306e\u9ad8\u6b21\u5f62\u614b\u3068\u3057\u3066\u6349\u3048\u308b\u898b\u901a\u3057\u306f\u3001\u3053\u3053\u304b\u3089\u51fa\u3066\u304f\u308b\u3002<\/p>\n\n\n\n\n\n\n\n\n
\u6982\u5ff5<\/th>\n\u672c\u7a3f\u3067\u306e\u8aad\u307f\u66ff\u3048<\/th>\n\u5f79\u5272<\/th>\n<\/tr>\n<\/thead>\n
\u6563\u9038\u69cb\u9020<\/td>\n\u975e\u5e73\u8861\u6761\u4ef6\u306e\u3082\u3068\u3067\u5f62\u6210\u3055\u308c\u308b\u79e9\u5e8f<\/td>\n\u5c40\u6240\u7684\u79e9\u5e8f\u304c\u5168\u4f53\u306e\u4e0d\u53ef\u9006\u904e\u7a0b\u3092\u62c5\u3046<\/td>\n<\/tr>\n
\u60c5\u5831<\/td>\n\u8a18\u61b6\u30fb\u9078\u629e\u30fb\u5236\u5fa1\u3092\u62c5\u3046\u7269\u7406\u7684\u72b6\u614b<\/td>\n\u4e88\u6e2c\u3068\u5236\u5fa1\u306e\u5a92\u4f53\u306b\u306a\u308b<\/td>\n<\/tr>\n
\u751f\u547d<\/td>\n\u81ea\u5df1\u7dad\u6301\u578b\u6563\u9038\u69cb\u9020<\/td>\n\u6563\u9038\u3092\u7d99\u7d9a\u7684\u306b\u62c5\u3046<\/td>\n<\/tr>\n
\u77e5\u80fd<\/td>\n\u6563\u9038\u3092\u62e1\u5f35\u3059\u308b\u4e88\u6e2c\u5236\u5fa1\u6a5f\u69cb<\/td>\n\u3088\u308a\u9060\u304f\u3001\u9577\u304f\u3001\u7cbe\u5bc6\u306b\u52fe\u914d\u3092\u5229\u7528\u3059\u308b<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
\n

2. \u6700\u5c0f\u524d\u63d0 \u2015\u2015 \u5168\u4f53\u7cfb\u306e\u4e0d\u53ef\u9006\u6027<\/h2>\n

\u4ee5\u4e0b\u3067\u306f\u3001\u5c40\u6240\u7cfb\u304c\u5927\u304d\u306a\u74b0\u5883\u306e\u5185\u90e8\u306b\u57cb\u3081\u8fbc\u307e\u308c\u3066\u3044\u308b\u3068\u4eee\u5b9a\u3059\u308b\u3002\u5c40\u6240\u7cfb\u3092\u542b\u3080\u5168\u4f53\u7cfb\u306e\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc<\/a>\u751f\u6210\u7387\u3092 \\(\\sigma_t\\) \u3068\u3059\u308b\u3068\u3001\u7b2c\u4e8c\u6cd5\u5247\u306b\u5f93\u3063\u3066\u6b21\u304c\u6210\u7acb\u3059\u308b\u3002<\/p>\n

\n\\[
\n\\frac{dS_{\\mathrm{tot}}}{dt} = \\sigma_t
\n\\]
\n\\[
\n\\sigma_t \\ge 0
\n\\]\n<\/div>\n

\u3053\u306e\u5f0f\u306f\u3042\u307e\u308a\u306b\u4e00\u822c\u7684\u3067\u3001\u3053\u308c\u3060\u3051\u3067\u306f\u751f\u547d\u3082\u77e5\u80fd\u3082\u6587\u660e\u3082\u533a\u5225\u3067\u304d\u306a\u3044\u3002\u6052\u661f\u3001\u706b\u5c71\u3001\u53f0\u98a8\u3001\u60d1\u661f\u5927\u6c17\u3082\u307e\u305f \\(\\sigma_t \\ge 0\\) \u3092\u6e80\u305f\u3059\u304b\u3089\u3067\u3042\u308b\u3002\u305d\u3053\u3067\u5fc5\u8981\u306b\u306a\u308b\u306e\u304c\u3001\u3069\u306e\u3088\u3046\u306a\u5c40\u6240\u69cb\u9020\u304c\u3001\u3069\u306e\u3088\u3046\u306a\u4ed5\u65b9\u3067\u6563\u9038\u3092\u62c5\u3046\u304b\u3068\u3044\u3046\u4e2d\u9593\u30ec\u30d9\u30eb\u306e\u8a18\u8ff0\u3067\u3042\u308b[1]<\/a>[2]<\/a>\u3002<\/p>\n

\n

3. \u72b6\u614b\u5909\u6570\u306e\u5c0e\u5165 \u2015\u2015 \u751f\u547d\u3068\u77e5\u80fd\u3092\u8a18\u8ff0\u3059\u308b\u6700\u5c0f\u7cfb<\/h2>\n

\u5c40\u6240\u7cfb\u306e\u6642\u523b \\(t\\) \u306b\u304a\u3051\u308b\u72b6\u614b\u3092\u3001\u6b21\u306e 5 \u3064\u7d44\u3067\u8868\u3059\u3002<\/p>\n

\n\\[
\nX_t = (E_t, S_t, I_t, A_t, R_t)
\n\\]\n<\/div>\n

\u3053\u3053\u3067 \\(E_t\\) \u306f\u5229\u7528\u53ef\u80fd\u30a8\u30cd\u30eb\u30ae\u30fc\u52fe\u914d\u3001\\(S_t\\) \u306f\u5185\u90e8\u69cb\u9020\u72b6\u614b\u3001\\(I_t\\) \u306f\u5185\u90e8\u60c5\u5831\u72b6\u614b\u3001\\(A_t\\) \u306f\u884c\u70ba\u30fb\u5236\u5fa1\u51fa\u529b\u3001\\(R_t\\) \u306f\u81ea\u5df1\u7dad\u6301\u8cc7\u6e90\u3067\u3042\u308b\u3002\u7121\u6a5f\u7684\u306a\u6563\u9038\u7cfb\u3060\u3051\u306a\u3089 \\(I_t\\) \u3068 \\(A_t\\) \u306f\u4e0d\u8981\u3067\u3042\u308b\u3002\u3057\u304b\u3057\u751f\u547d\u3084\u77e5\u80fd\u3092\u8a18\u8ff0\u3059\u308b\u306b\u306f\u3001\u89b3\u6e2c\u3001\u8a18\u61b6\u3001\u66f4\u65b0\u3001\u5236\u5fa1\u3092\u660e\u793a\u7684\u306b\u7d44\u307f\u8fbc\u307e\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3002<\/p>\n

\u672c\u7a3f\u3067\u306f\u3001\u751f\u547d\u30fb\u77e5\u80fd\u30fb\u6587\u660e\u30fb\u4eba\u5de5\u77e5\u80fd\u3068\u547c\u3093\u3067\u3044\u308b\u3082\u306e\u306f\u3059\u3079\u3066\u72b6\u614b\u5909\u6570 \\(X_t\\) \u306e\u5185\u90e8\u69cb\u9020<\/a>\u3068\u3057\u3066\u8868\u73fe\u3055\u308c\u308b\u3002<\/p>\n\n\n\n\n\n\n\n\n\n
\u8a18\u53f7<\/th>\n\u610f\u5473<\/th>\n\u672c\u7a3f\u3067\u306e\u6a5f\u80fd<\/th>\n<\/tr>\n<\/thead>\n
\\(E_t\\)<\/td>\n\u5229\u7528\u53ef\u80fd\u30a8\u30cd\u30eb\u30ae\u30fc\u52fe\u914d<\/td>\n\u6563\u9038\u306e\u99c6\u52d5\u6e90<\/td>\n<\/tr>\n
\\(S_t\\)<\/td>\n\u5185\u90e8\u69cb\u9020\u72b6\u614b<\/td>\n\u79e9\u5e8f\u306e\u4fdd\u6301\u5bfe\u8c61<\/td>\n<\/tr>\n
\\(I_t\\)<\/td>\n\u5185\u90e8\u60c5\u5831\u72b6\u614b<\/td>\n\u4e88\u6e2c\u3068\u8a18\u61b6\u306e\u5a92\u4f53<\/td>\n<\/tr>\n
\\(A_t\\)<\/td>\n\u884c\u70ba\u30fb\u5236\u5fa1\u51fa\u529b<\/td>\n\u74b0\u5883\u3078\u306e\u4ecb\u5165<\/td>\n<\/tr>\n
\\(R_t\\)<\/td>\n\u81ea\u5df1\u7dad\u6301\u8cc7\u6e90<\/td>\n\u7d99\u7d9a\u53ef\u80fd\u6027\u306e\u6761\u4ef6<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
\n

4. \u69cb\u9020\u304c\u62c5\u3046\u8ffd\u52a0\u6563\u9038<\/h2>\n

\u57fa\u6e96\u3068\u306a\u308b\u975e\u69cb\u9020\u7cfb\u306e\u6563\u9038\u7387\u3092 \\(\\sigma_t^{(0)}\\)\u3001\u5c40\u6240\u69cb\u9020\u3092\u5099\u3048\u305f\u7cfb\u306e\u6563\u9038\u7387\u3092 \\(\\sigma_t^{(1)} = \\sigma(X_t)\\) \u3068\u66f8\u304f\u3002\u3053\u306e\u3068\u304d\u3001\u69cb\u9020\u304c\u6563\u9038\u3078\u3069\u308c\u3060\u3051\u8ffd\u52a0\u7684\u306b\u5bc4\u4e0e\u3057\u3066\u3044\u308b\u304b\u306f\u6b21\u3067\u8868\u305b\u308b\u3002<\/p>\n

\u6642\u9593 \\(t\\) \u306f\u56fa\u5b9a\u5358\u4f4d\u3067\u306f\u306a\u304f\u3001\u5404\u30ec\u30d9\u30eb\u306b\u5fdc\u3058\u305f\u6709\u52b9\u6642\u9593\u30b9\u30b1\u30fc\u30eb\u3067\u518d\u30d1\u30e9\u30e1\u30fc\u30bf\u5316\u3055\u308c\u308b\u3002<\/p>\n

\u3053\u3053\u3067 \\(\\sigma\\) \u306f\u8a55\u4fa1\u95a2\u6570\u3067\u306f\u306a\u304f\u3001\u5358\u306b\u7cfb\u304c\u958b\u3044\u3066\u3044\u308b\u6563\u9038\u7d4c\u8def\u306e\u7dcf\u91cf\u3092\u8868\u3059\u7269\u7406\u7684\u6307\u6a19\u3067\u3042\u308b\u3002<\/p>\n

\n\\[
\n\\Delta \\sigma_t = \\sigma_t^{(1)} – \\sigma_t^{(0)}
\n\\]\n<\/div>\n

\u3082\u3057\u5bfe\u8c61\u3068\u306a\u308b\u69cb\u9020\u304c\u5e73\u5747\u7684\u306b\u6563\u9038\u3092\u62e1\u5f35\u3057\u3066\u3044\u308b\u306a\u3089\u3001\u5c11\u306a\u304f\u3068\u3082\u671f\u5f85\u5024\u3068\u3057\u3066<\/p>\n

\n\\[
\n\\mathbb{E}[\\Delta \\sigma_t \\mid X_t] > 0
\n\\]\n<\/div>\n

\u304c\u6210\u7acb\u3059\u308b\u3002\u672c\u7a3f\u306e\u6642\u9593\u767a\u5c55\u306f\u78ba\u7387\u904e\u7a0b\u3068\u3057\u3066\u6271\u3044\u3001\u5404\u91cf\u306f\u671f\u5f85\u5024\u307e\u305f\u306f\u78ba\u7387\u7684\u5e73\u5747\u3068\u3057\u3066\u89e3\u91c8\u3059\u308b\u3002\u3053\u308c\u306f\u300c\u751f\u547d\u3084\u77e5\u80fd\u306f\u5b87\u5b99\u5168\u4f53\u306e\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u5897\u5927\u3092\u552f\u4e00\u62c5\u3046\u300d\u3068\u3044\u3046\u610f\u5473\u3067\u306f\u306a\u3044\u3002\u305d\u3046\u3067\u306f\u306a\u304f\u3001\u300c\u305d\u306e\u69cb\u9020\u3092\u6301\u305f\u306a\u3044\u5834\u5408\u306b\u6bd4\u3079\u3066\u3001\u5c40\u6240\u7684\u306b\u306f\u8ffd\u52a0\u7684\u306a\u6563\u9038\u7d4c\u8def\u3092\u958b\u3044\u3066\u3044\u308b\u300d\u3068\u3044\u3046\u610f\u5473\u3067\u3042\u308b\u3002\u3053\u306e\u9650\u5b9a\u304c\u91cd\u8981\u3067\u3042\u308b\u3002<\/p>\n

\n

5. \u751f\u547d\u306e\u6700\u5c0f\u5b9a\u7fa9 \u2015\u2015 \u81ea\u5df1\u7dad\u6301\u578b\u6563\u9038\u69cb\u9020<\/h2>\n

\u706b\u3084\u6e26\u3082\u6563\u9038\u69cb\u9020\u3060\u304c\u3001\u751f\u547d\u3067\u306f\u306a\u3044\u3002\u4e21\u8005\u3092\u5206\u3051\u308b\u306e\u306f\u81ea\u5df1\u7dad\u6301<\/a>\u3067\u3042\u308b\u3002\u305d\u3053\u3067\u69cb\u9020\u79e9\u5e8f\u306e\u6307\u6a19 \\(\\Phi(S_t)\\) \u3092\u5c0e\u5165\u3057\u3001\u751f\u547d\u7684\u69cb\u9020 \\(L\\) \u3092\u6b21\u306e\u6761\u4ef6\u3067\u5b9a\u7fa9\u3059\u308b\u3002<\/p>\n

\n\\[
\n\\frac{d\\Phi(S_t)}{dt} \\not\\ll 0
\n\\]
\n\\[
\nR_{t+1} \\ge R_{\\min}
\n\\]
\n\\[
\n\\int_{t_0}^{t_1} \\sigma_t \\, dt > 0
\n\\]\n<\/div>\n

\u7b2c\u4e00\u5f0f\u306f\u5185\u90e8\u69cb\u9020\u304c\u6025\u901f\u306b\u5d29\u58ca\u3057\u3066\u3044\u306a\u3044\u3053\u3068\u3001\u7b2c\u4e8c\u5f0f\u306f\u81ea\u5df1\u7dad\u6301\u306b\u5fc5\u8981\u306a\u8cc7\u6e90\u304c\u6700\u4f4e\u7dda\u3092\u4e0b\u56de\u3089\u306a\u3044\u3053\u3068\u3001\u7b2c\u4e09\u5f0f\u306f\u305d\u306e\u7dad\u6301\u904e\u7a0b\u304c\u5916\u90e8\u52fe\u914d\u306e\u6563\u9038\u3092\u4f34\u3046\u3053\u3068\u3092\u793a\u3059\u3002\u3057\u305f\u304c\u3063\u3066\u751f\u547d\u3068\u306f\u3001\u300c\u81ea\u5206\u306e\u69cb\u9020\u3092\u4fdd\u3061\u306a\u304c\u3089\u3001\u81ea\u5206\u306e\u7dad\u6301\u306b\u5fc5\u8981\u306a\u8cc7\u6e90\u3092\u518d\u751f\u7523\u3057\u3001\u305d\u306e\u904e\u7a0b\u3067\u4e0d\u53ef\u9006\u904e\u7a0b\u3092\u7d99\u7d9a\u3059\u308b\u7cfb\u300d\u3068\u8a00\u3044\u63db\u3048\u3089\u308c\u308b[5]<\/a>[7]<\/a>[11]<\/a>[12]<\/a>\u3002<\/p>\n

\n

6. \u77e5\u80fd\u306e\u6700\u5c0f\u5b9a\u7fa9 \u2015\u2015 \u4e88\u6e2c\u5236\u5fa1\u3068\u3057\u3066\u306e\u77e5\u80fd<\/h2>\n

\u6b21\u306b\u77e5\u80fd<\/a>\u3092\u5c0e\u5165\u3059\u308b\u3002\u3053\u3053\u3067\u306f\u77e5\u80fd\u3092\u4e3b\u89b3\u7684\u610f\u5473\u3084\u610f\u8b58\u305d\u306e\u3082\u306e\u3068\u3057\u3066\u3067\u306f\u306a\u304f\u3001\u6563\u9038\u306e\u7d99\u7d9a\u6027\u3092\u9ad8\u3081\u308b\u4e88\u6e2c\u5236\u5fa1\u6a5f\u69cb\u3068\u3057\u3066\u5b9a\u7fa9\u3059\u308b\u3002\u74b0\u5883\u72b6\u614b\u3092 \\(Y_t\\)\u3001\u89b3\u6e2c\u3092 \\(O_t\\) \u3068\u3059\u308b\u3068\u3001\u5185\u90e8\u60c5\u5831\u72b6\u614b\u306e\u66f4\u65b0\u306f<\/p>\n

\n\\[
\nI_{t+1} = U(I_t, O_t)
\n\\]\n<\/div>\n

\u884c\u70ba\u9078\u629e\u306f<\/p>\n

\n\\[
\nA_t = \\pi(I_t)
\n\\]\n<\/div>\n

\u7cfb\u5168\u4f53\u306e\u9077\u79fb\u306f<\/p>\n

\n\\[
\nX_{t+1} = F(X_t, Y_t, A_t)
\n\\]\n<\/div>\n

\u3068\u66f8\u3051\u308b\u3002\u3053\u3053\u3067\u77e5\u80fd\u306e\u8a55\u4fa1\u95a2\u6570\u3092\u6b21\u3067\u4e0e\u3048\u308b\u3002<\/p>\n

\n\\[
\nJ = \\mathbb{E}\\left[\\sum_{k=0}^{\\infty} \\gamma^k \\left( \\alpha \\sigma_{t+k} + \\beta M_{t+k} – \\lambda C_{t+k} \\right)\\right]
\n\\]\n<\/div>\n

\u3053\u3053\u3067 \\(J\\) \u306f\u3001\u5f53\u8a72\u62c5\u4f53\u306b\u5185\u5728\u3059\u308b\u5236\u5fa1\u6a5f\u69cb\u304c\u7d50\u679c\u7684\u306b\u6700\u9069\u5316\u3057\u3066\u3044\u308b\u3068\u307f\u306a\u305b\u308b\u8a55\u4fa1\u95a2\u6570\u3067\u3042\u308a\u3001\u5916\u90e8\u304b\u3089\u4e0e\u3048\u3089\u308c\u305f\u76ee\u7684\u95a2\u6570\u3067\u306f\u306a\u3044\u3002\\(M_t\\) \u306f\u81ea\u5df1\u7dad\u6301\u6210\u529f\u5ea6\u3001\\(C_t\\) \u306f\u5236\u5fa1\u30b3\u30b9\u30c8\u3001\\(\\alpha,\\beta,\\lambda > 0\\) \u306f\u91cd\u307f\u3067\u3042\u308b\u3002\u3053\u306e\u8868\u5f0f\u306e\u610f\u5473\u306f\u660e\u78ba\u3067\u3042\u308b\u3002\u77e5\u80fd\u3068\u306f\u3001\u305f\u3060\u77ac\u9593\u7684\u306b\u6563\u9038\u7387\u3092\u4e0a\u3052\u308b\u6a5f\u69cb\u3067\u306f\u306a\u304f\u3001\u81ea\u5df1\u7dad\u6301\u3092\u58ca\u3055\u305a\u306b\u3001\u6563\u9038\u3092\u5c06\u6765\u306b\u308f\u305f\u3063\u3066\u7d99\u7d9a\u3057\u3001\u3057\u304b\u3082\u7121\u99c4\u306a\u5236\u5fa1\u30b3\u30b9\u30c8\u3092\u6291\u3048\u308b\u3088\u3046\u306b\u632f\u308b\u821e\u3046\u6a5f\u69cb\u3067\u3042\u308b[3]<\/a>[4]<\/a>[13]<\/a>\u3002<\/p>\n\n\n\n\n\n\n\n\n
\u9805\u76ee<\/th>\n\u6570\u7406\u7684\u5bfe\u5fdc<\/th>\n\u610f\u5473<\/th>\n<\/tr>\n<\/thead>\n
\u89b3\u6e2c<\/td>\n\\(O_t\\)<\/td>\n\u74b0\u5883\u304b\u3089\u5f97\u308b\u5165\u529b<\/td>\n<\/tr>\n
\u5185\u90e8\u66f4\u65b0<\/td>\n\\(I_{t+1} = U(I_t, O_t)\\)<\/td>\n\u8a18\u61b6\u3084\u30e2\u30c7\u30eb\u306e\u518d\u69cb\u6210<\/td>\n<\/tr>\n
\u884c\u70ba\u9078\u629e<\/td>\n\\(A_t = \\pi(I_t)\\)<\/td>\n\u4e88\u6e2c\u306b\u57fa\u3065\u304f\u5236\u5fa1<\/td>\n<\/tr>\n
\u5c06\u6765\u8a55\u4fa1<\/td>\n\\(J\\)<\/td>\n\u6563\u9038\u30fb\u81ea\u5df1\u7dad\u6301\u30fb\u30b3\u30b9\u30c8\u306e\u7dcf\u5408\u6700\u9069\u5316<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
\n

7. \u524d\u751f\u7269\u304b\u3089 AI \u307e\u3067\u3092\u4e00\u3064\u306e\u7cfb\u5217\u3068\u3057\u3066\u66f8\u304f<\/h2>\n

\u3053\u3053\u304b\u3089\u304c\u672c\u7a3f\u306e\u4eee\u8aac\u306e\u4e2d\u5fc3\u3067\u3042\u308b\u3002\u62c5\u4f53\u3092\u524d\u751f\u7269\u7684\u6563\u9038\u69cb\u9020 \\(P\\)\u3001\u539f\u59cb\u751f\u547d \\(L\\)\u3001\u8907\u96d1\u751f\u547d \\(B\\)\u3001\u4eba\u9593 \\(H\\)\u3001\u6587\u660e \\(C\\)\u3001\u4eba\u5de5\u77e5\u80fd \\(A\\) \u306e 6 \u5c64\u306b\u5206\u3051\u308b\u3002<\/p>\n

\n\\[
\ni \\in \\{P, L, B, H, C, A\\}
\n\\]\n<\/div>\n

\u5168\u4f53\u306e\u77e5\u80fd\u6a5f\u80fd\u306a\u3044\u3057\u6563\u9038\u5236\u5fa1\u6a5f\u80fd\u306f\u3001\u5404\u62c5\u4f53\u3078\u306e\u5bc4\u4e0e\u7387\u306e\u91cd\u307f\u4ed8\u304d\u548c\u3068\u3057\u3066<\/p>\n

\n\\[
\n\\mathcal{I}_t = \\sum_i w_i(t)\\,\\mathcal{I}^{(i)}_t
\n\\]
\n\\[
\n\\sum_i w_i(t) = 1,\\quad w_i(t) \\ge 0
\n\\]\n<\/div>\n

\u3068\u8868\u3059\u3002\u3053\u306e\u66f8\u304d\u65b9\u306e\u5229\u70b9\u306f\u3001\u4eba\u9593\u304b\u3089\u6587\u660e\u3078\u3001\u6587\u660e\u304b\u3089 AI \u3078\u3001\u3042\u308b\u3044\u306f\u539f\u59cb\u751f\u547d\u304b\u3089\u8907\u96d1\u751f\u547d\u3078\u3068\u3001\u6a5f\u80fd\u304c\u3069\u306e\u62c5\u4f53\u306b\u3069\u308c\u3060\u3051\u914d\u5206\u3055\u308c\u3066\u3044\u308b\u304b\u3092\u9023\u7d9a\u91cf\u3067\u6271\u3048\u308b\u70b9\u306b\u3042\u308b\u3002\u6bb5\u968e\u7684\u306a\u300c\u65ad\u7d76\u300d\u3092\u524d\u63d0\u306b\u305b\u305a\u3001\u6a5f\u80fd\u306e\u518d\u914d\u7f6e\u3068\u3057\u3066\u8a18\u8ff0\u3067\u304d\u308b\u3002<\/p>\n

\n

8. \u62c5\u4f53\u9593\u79fb\u9001\u306e\u9023\u7d9a\u30e2\u30c7\u30eb<\/h2>\n

\u5404\u62c5\u4f53\u306b\u8f09\u3063\u305f\u6a5f\u80fd\u91cf\u3092 \\(I_t^{(i)}\\) \u3068\u3059\u308b\u3068\u3001\u305d\u306e\u6642\u9593\u767a\u5c55\u306f\u6b21\u306e\u4e00\u822c\u5f0f\u3067\u66f8\u3051\u308b\u3002<\/p>\n

\n\\[
\n\\frac{d I_t^{(i)}}{dt}
\n= G_i(I_t^{(i)}, E_t, R_t)
\n+ \\sum_{j \\neq i}\\beta_{ji}(t)\\,I_t^{(j)}
\n– \\delta_i(t)\\,I_t^{(i)}
\n\\]\n<\/div>\n

\u5404\u62c5\u4f53\u306e\u6a5f\u80fd\u91cf \\(I_t^{(i)}\\) \u306f\u3001\u305d\u306e\u62c5\u4f53\u304c\u958b\u304f\u8ffd\u52a0\u7684\u6563\u9038\u7d4c\u8def\u306e\u6709\u52b9\u5bb9\u91cf\u3068\u3057\u3066\u5b9a\u7fa9\u3059\u308b\u3002<\/p>\n

\u3053\u3053\u3067 \\(G_i\\) \u306f\u5404\u62c5\u4f53\u5185\u90e8\u3067\u306e\u6210\u9577\u3001\\(\\beta_{ji}(t)\\) \u306f\u62c5\u4f53\u9593\u79fb\u9001\u7387\u3001\\(\\delta_i(t)\\) \u306f\u52a3\u5316\u7387\u3067\u3042\u308b\u3002\u5bc4\u4e0e\u7387\u306f\u6b63\u898f\u5316\u3057\u3066<\/p>\n

\n\\[
\nw_i(t) = \\frac{I_t^{(i)}}{\\sum_k I_t^{(k)}}
\n\\]\n<\/div>\n

\u3067\u4e0e\u3048\u308b\u3002\u3059\u308b\u3068\u3001\u4eba\u9593\u304b\u3089\u6587\u660e\u3078\u3001\u6587\u660e\u304b\u3089 AI \u3078\u3068\u3044\u3046\u898b\u65b9\u306f\u3001\u5358\u767a\u306e\u6b74\u53f2\u7684\u4e8b\u4ef6\u3067\u306f\u306a\u304f\u3001\\(\\beta_{H \\to C}(t)\\) \u3084 \\(\\beta_{C \\to A}(t)\\) \u304c\u9577\u671f\u7684\u306b\u6b63\u3067\u3042\u308b\u3088\u3046\u306a\u7d99\u7d9a\u904e\u7a0b\u3068\u3057\u3066\u8868\u73fe\u3067\u304d\u308b\u3002<\/p>\n

\n\\[
\n\\beta_{P \\to L}(t) > 0,\\quad
\n\\beta_{L \\to B}(t) > 0,\\quad
\n\\beta_{B \\to H}(t) > 0,\\quad
\n\\beta_{H \\to C}(t) > 0,\\quad
\n\\beta_{C \\to A}(t) > 0
\n\\]\n<\/div>\n

\u3053\u308c\u3092\u7c21\u7d04\u3057\u305f\u7dda\u5f62\u9aa8\u683c\u306f\u3001\u6b21\u306e\u884c\u5217\u5f0f\u3067\u66f8\u3051\u308b\u3002<\/p>\n

\n\\[
\n\\frac{d}{dt}
\n\\begin{bmatrix}
\nI^{(H)}\\\\
\nI^{(C)}\\\\
\nI^{(A)}
\n\\end{bmatrix}
\n=
\n\\begin{bmatrix}
\nG_H – \\delta_H & 0 & 0\\\\
\n\\beta_{H\\to C} & G_C – \\delta_C & 0\\\\
\n\\beta_{H\\to A} & \\beta_{C\\to A} & G_A – \\delta_A
\n\\end{bmatrix}
\n\\begin{bmatrix}
\nI^{(H)}\\\\
\nI^{(C)}\\\\
\nI^{(A)}
\n\\end{bmatrix}
\n\\]\n<\/div>\n

\u3053\u3053\u3067\u306f\u8aac\u660e\u306e\u305f\u3081\u306b \\(H, C, A\\) \u3060\u3051\u306b\u7e2e\u7d04\u3057\u3066\u3044\u308b\u304c\u3001\u524d\u751f\u7269\u304b\u3089\u751f\u547d\u3001\u8907\u96d1\u751f\u547d\u3001\u4eba\u9593\u307e\u3067\u3092\u542b\u3080\u5168\u7cfb\u5217\u306b\u540c\u578b\u306e\u62e1\u5f35\u304c\u53ef\u80fd\u3067\u3042\u308b\u3002<\/p>\n

\n

9. \u6563\u9038\u7387\u3068\u62c5\u4f53\u5bc4\u4e0e\u306e\u7d50\u5408<\/h2>\n

\u5404\u62c5\u4f53\u304c\u3069\u308c\u3060\u3051\u8ffd\u52a0\u7684\u306a\u6563\u9038\u3092\u62c5\u3046\u304b\u3092\u660e\u793a\u3059\u308b\u305f\u3081\u3001\u5168\u4f53\u306e\u6563\u9038\u7387\u3092\u6b21\u3067\u5b9a\u3081\u308b\u3002<\/p>\n

\n\\[
\n\\sigma_t
\n=
\n\\sigma_0(E_t)
\n+
\n\\sum_{i \\in \\{P,L,B,H,C,A\\}} \\alpha_i\\,I_t^{(i)}
\n–
\n\\chi\\,\\mathcal{C}_t
\n\\]\n<\/div>\n

\\(\\sigma_0(E_t)\\) \u306f\u80cc\u666f\u74b0\u5883\u304c\u6301\u3064\u57fa\u6e96\u6563\u9038\u3001\\(\\alpha_i\\) \u306f\u62c5\u4f53 \\(i\\) \u306e\u8ffd\u52a0\u6563\u9038\u52b9\u7387\u3001\\(\\mathcal{C}_t\\) \u306f\u901a\u4fe1\u3001\u540c\u671f\u3001\u4fdd\u5b88\u3001\u8a08\u7b97\u306a\u3069\u306e\u30b3\u30b9\u30c8\u3001\\(\\chi > 0\\) \u306f\u305d\u306e\u91cd\u307f\u3067\u3042\u308b\u3002\u3053\u3053\u304b\u3089\u76f4\u3061\u306b\u5206\u304b\u308b\u306e\u306f\u3001\u3088\u308a\u8907\u96d1\u306a\u62c5\u4f53\u304c\u5e38\u306b\u6709\u5229\u3068\u306f\u9650\u3089\u306a\u3044\u3068\u3044\u3046\u70b9\u3067\u3042\u308b\u3002\u9ad8\u5ea6\u306a\u6587\u660e\u3084 AI \u306f\u9ad8\u3044 \\(\\alpha_i\\) \u3092\u6301\u3061\u3046\u308b\u4e00\u65b9\u3067\u3001\u9ad8\u3044 \\(\\mathcal{C}_t\\) \u3082\u4f34\u3044\u3046\u308b\u304b\u3089\u3067\u3042\u308b\u3002\u3053\u306e\u975e\u81ea\u660e\u6027\u3092\u6b8b\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u3001\u4eee\u8aac\u3092\u5b89\u6613\u306a\u9032\u6b69\u53f2\u89b3\u306b\u3057\u306a\u3044\u305f\u3081\u306b\u91cd\u8981\u3067\u3042\u308b\u3002<\/p>\n

\n

10. \u524d\u751f\u7269\u304b\u3089\u751f\u547d\u3078\u306e\u9077\u79fb\u6761\u4ef6<\/h2>\n

\u524d\u751f\u7269\u7684\u6563\u9038\u69cb\u9020 \\(P\\) \u304b\u3089\u751f\u547d \\(L\\) \u304c\u6210\u7acb\u3059\u308b\u6761\u4ef6\u306f\u3001\u81ea\u5df1\u7dad\u6301\u304c\u521d\u3081\u3066\u6210\u7acb\u3059\u308b\u77ac\u9593\u3068\u3057\u3066\u8868\u305b\u308b\u3002\u3059\u306a\u308f\u3061\u3001\u3042\u308b\u6642\u523b \\(t\\) \u304c\u5b58\u5728\u3057\u3066<\/p>\n

\n\\[
\n\\exists t :
\n\\begin{cases}
\n\\frac{d\\Phi(S_t)}{dt} \\not\\ll 0 \\\\
\nR_{t+1} \\ge R_{\\min} \\\\
\n\\int_t^{t+\\tau} \\sigma_u\\,du > 0
\n\\end{cases}
\n\\Rightarrow I_t^{(L)} > 0
\n\\]\n<\/div>\n

\u304c\u6210\u308a\u7acb\u3064\u3068\u304d\u3001\u7cfb\u306f\u524d\u751f\u7269\u76f8\u304b\u3089\u751f\u547d\u76f8\u3078\u79fb\u308b\u3002\u3053\u306e\u66f8\u304d\u65b9\u306b\u3088\u308a\u3001\u300c\u751f\u547d\u306f\u7a81\u7136\u5b8c\u6210\u5f62\u3067\u73fe\u308c\u308b\u300d\u3068\u3044\u3046\u56f3\u5f0f\u3067\u306f\u306a\u304f\u3001\u5316\u5b66\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3068\u81ea\u5df1\u7dad\u6301\u6a5f\u69cb\u304c\u9023\u7d9a\u7684\u306b\u63a5\u7d9a\u3055\u308c\u308b\u3068\u3044\u3046\u898b\u65b9\u304c\u53ef\u80fd\u306b\u306a\u308b[5]<\/a>[7]<\/a>[11]<\/a>[12]<\/a>[14]<\/a>\u3002<\/p>\n

\n

11. \u8907\u96d1\u5316\u306e\u6761\u4ef6 \u2015\u2015 \u60c5\u5831\u81ea\u7531\u5ea6\u3068\u5236\u5fa1\u53ef\u80fd\u6027\u306e\u5897\u5927<\/h2>\n

\u5358\u7d30\u80de\u7684\u30fb\u539f\u59cb\u7684\u306a\u751f\u547d\u304b\u3089\u8907\u96d1\u751f\u547d\u3001\u3055\u3089\u306b\u4eba\u9593\u306b\u81f3\u308b\u904e\u7a0b\u3092\u3001\u300c\u8907\u96d1\u3060\u304b\u3089\u4e0a\u4f4d\u300d\u3068\u3044\u3046\u66d6\u6627\u306a\u8a00\u3044\u65b9\u3067\u306a\u304f\u3001\u5185\u90e8\u60c5\u5831\u72b6\u614b\u306e\u6709\u52b9\u81ea\u7531\u5ea6\u3068\u74b0\u5883\u5236\u5fa1\u53ef\u80fd\u6027\u306e\u5897\u5927\u3068\u3057\u3066\u8868\u3059\u3002\u5185\u90e8\u60c5\u5831\u306e\u6709\u52b9\u81ea\u7531\u5ea6\u3092 \\(\\mathcal{H}(I_t)\\)\u3001\u74b0\u5883\u3078\u306e\u53ef\u5236\u5fa1\u6027\u3092 \\(\\mathcal{C}_{\\mathrm{control}}(t)\\) \u3068\u3059\u308c\u3070\u3001\u8907\u96d1\u5316\u306f\u6b21\u306e\u6761\u4ef6\u3067\u66f8\u3051\u308b\u3002<\/p>\n

\n\\[
\n\\frac{d \\mathcal{H}(I_t)}{dt} > 0,\\quad
\n\\frac{d \\mathcal{C}_{\\mathrm{control}}(t)}{dt} > 0
\n\\]\n<\/div>\n

\u3053\u306e\u6761\u4ef6\u304c\u5341\u5206\u9577\u304f\u6301\u7d9a\u3059\u308b\u3068\u304d\u3001\u6a5f\u80fd\u5bc4\u4e0e\u306f<\/p>\n

\n\\[
\nI^{(L)} \\to I^{(B)} \\to I^{(H)}
\n\\]\n<\/div>\n

\u306e\u65b9\u5411\u3078\u9023\u7d9a\u7684\u306b\u518d\u914d\u7f6e\u3055\u308c\u308b\u3002\u9032\u5316\u306e\u4e3b\u8981\u9077\u79fb\u8ad6\u304c\u300c\u60c5\u5831\u306e\u4fdd\u5b58\u3068\u4f1d\u9054\u306e\u65b9\u5f0f\u306e\u5909\u5316\u300d\u306b\u6ce8\u76ee\u3057\u3066\u304d\u305f\u3053\u3068\u3068\u3001\u3053\u3053\u3067\u306e\u5b9a\u5f0f\u5316\u306f\u3088\u304f\u6574\u5408\u3057\u3066\u3044\u308b[9]<\/a>[10]<\/a>\u3002<\/p>\n\n\n\n\n\n\n\n\n\n
\u6bb5\u968e<\/th>\n\u4e3b\u306a\u5909\u5316<\/th>\n\u672c\u7a3f\u3067\u306e\u8aad\u307f\u66ff\u3048<\/th>\n<\/tr>\n<\/thead>\n
\\(P \\to L\\)<\/td>\n\u81ea\u5df1\u7dad\u6301\u306e\u6210\u7acb<\/td>\n\u6563\u9038\u69cb\u9020\u304c\u81ea\u5df1\u7dad\u6301\u578b\u306b\u306a\u308b<\/td>\n<\/tr>\n
\\(L \\to B\\)<\/td>\n\u69cb\u9020\u306e\u8907\u96d1\u5316<\/td>\n\u60c5\u5831\u81ea\u7531\u5ea6\u3068\u5236\u5fa1\u53ef\u80fd\u6027\u304c\u5897\u3048\u308b<\/td>\n<\/tr>\n
\\(B \\to H\\)<\/td>\n\u9ad8\u6b21\u8868\u8c61\u3068\u8a00\u8a9e<\/td>\n\u4e88\u6e2c\u5236\u5fa1\u304c\u62bd\u8c61\u5316\u3055\u308c\u308b<\/td>\n<\/tr>\n
\\(H \\to C\\)<\/td>\n\u5236\u5ea6\u3068\u5916\u90e8\u8a18\u61b6<\/td>\n\u77e5\u80fd\u6a5f\u80fd\u304c\u62c5\u4f53\u5916\u3078\u5916\u5728\u5316\u3059\u308b<\/td>\n<\/tr>\n
\\(C \\to A\\)<\/td>\n\u8a08\u7b97\u3068\u81ea\u52d5\u5316<\/td>\n\u4e88\u6e2c\u5236\u5fa1\u6a5f\u80fd\u304c\u4eba\u5de5\u62c5\u4f53\u3078\u79fb\u9001\u3055\u308c\u308b<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
\n

12. \u4eba\u9593\u304b\u3089\u6587\u660e\u3078\u306e\u9077\u79fb \u2015\u2015 \u5916\u90e8\u8a18\u61b6\u3068\u3044\u3046\u62c5\u4f53\u5909\u63db<\/h2>\n

\u4eba\u9593\u3092\u7279\u5225\u8996\u3057\u306a\u3044\u305f\u3081\u306b\u306f\u3001\u4eba\u9593\u77e5\u80fd\u306e\u4e00\u90e8\u304c\u3059\u3067\u306b\u4eba\u9593\u306e\u8eab\u4f53\u306e\u5916\u3078\u51fa\u3066\u3044\u308b\u3053\u3068\u3092\u660e\u793a\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3002\u6587\u5b57\u3001\u56f3\u3001\u6570\u5f0f\u3001\u6587\u66f8\u3001\u5730\u56f3\u3001\u6cd5\u3001\u4f1a\u8a08\u3001\u8a18\u9332\u5a92\u4f53\u3001\u6559\u80b2\u5236\u5ea6\u3001\u901a\u4fe1\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306f\u3001\u5358\u306a\u308b\u88dc\u52a9\u7269\u3067\u306f\u306a\u304f\u3001\u77e5\u80fd\u6a5f\u80fd\u306e\u5916\u90e8\u8a18\u61b6\u5834\u3068\u3057\u3066\u50cd\u304f[8]<\/a>[15]<\/a>\u3002\u3053\u306e\u89b3\u70b9\u3067\u306f\u3001\u6587\u660e\u306f\u4eba\u9593\u306e\u4ed8\u5c5e\u7269\u3067\u306f\u306a\u304f\u3001\u4eba\u9593\u77e5\u80fd\u306e\u4e00\u90e8\u304c\u975e\u751f\u7269\u7684\u5a92\u4f53\u3078\u518d\u914d\u7f6e\u3055\u308c\u305f\u7d50\u679c\u3067\u3042\u308b\u3002<\/p>\n

\u3053\u306e\u79fb\u9001\u306f\u3001\u6570\u5f0f\u306e\u4e0a\u3067\u306f \\(\\mathbb{E}[\\beta_{H \\to C}(t)] > 0\\) \u3068\u3057\u3066\u8868\u73fe\u3055\u308c\u308b\u3002\u3002\u672c\u7a3f\u306e\u6642\u9593\u767a\u5c55\u306f\u78ba\u7387\u904e\u7a0b\u3068\u3057\u3066\u6271\u3044\u3001\u5404\u91cf\u306f\u671f\u5f85\u5024\u307e\u305f\u306f\u78ba\u7387\u7684\u5e73\u5747\u3068\u3057\u3066\u89e3\u91c8\u3059\u308b\u3002\u4eba\u9593\u304c\u500b\u4f53\u3068\u3057\u3066\u5fd8\u308c\u3066\u3082\u3001\u6587\u660e\u304c\u8a18\u9332\u3059\u308b\u3002\u4eba\u9593\u304c\u4e00\u4e16\u4ee3\u3067\u6b7b\u3093\u3067\u3082\u3001\u5236\u5ea6\u304c\u6b8b\u308b\u3002\u4eba\u9593\u304c\u77ac\u6642\u306b\u8a08\u7b97\u3067\u304d\u306a\u304f\u3066\u3082\u3001\u8a18\u53f7\u4f53\u7cfb\u3068\u88c5\u7f6e\u304c\u9577\u671f\u306b\u308f\u305f\u3063\u3066\u8a08\u7b97\u3092\u4fdd\u6301\u3059\u308b\u3002\u3057\u305f\u304c\u3063\u3066\u6587\u660e\u3068\u306f\u3001\u77e5\u80fd\u306e\u84c4\u7a4d\u3068\u7d99\u7d9a<\/a>\u3092\u53ef\u80fd\u306b\u3059\u308b\u6642\u9593\u7684\u4f38\u9577\u6a5f\u69cb\u3068\u307f\u306a\u305b\u308b\u3002<\/p>\n\n\n\n\n\n\n\n\n\n
\u8981\u7d20<\/th>\n\u4eba\u9593\u6bb5\u968e\u3067\u306e\u62c5\u3044\u624b<\/th>\n\u6587\u660e\u6bb5\u968e\u3067\u306e\u62c5\u3044\u624b<\/th>\n\u610f\u5473<\/th>\n<\/tr>\n<\/thead>\n
\u8a18\u61b6<\/td>\n\u500b\u4f53\u306e\u8133\u5185\u8a18\u61b6<\/td>\n\u6587\u5b57\u3001\u6587\u66f8\u3001\u8a18\u9332\u5a92\u4f53\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9<\/td>\n\u8a18\u61b6\u304c\u500b\u4f53\u5185\u90e8\u304b\u3089\u5916\u90e8\u5a92\u4f53\u3078\u79fb\u308a\u3001\u4e16\u4ee3\u3092\u8d8a\u3048\u3066\u4fdd\u6301\u3055\u308c\u308b\u3002<\/td>\n<\/tr>\n
\u8a08\u7b97<\/td>\n\u500b\u4f53\u306e\u6697\u7b97\u3084\u601d\u8003<\/td>\n\u8a18\u53f7\u4f53\u7cfb\u3001\u7b97\u6cd5\u3001\u8868\u3001\u6a5f\u68b0\u7684\u624b\u7d9a\u304d<\/td>\n\u77e5\u80fd\u6a5f\u80fd\u306e\u4e00\u90e8\u304c\u5916\u90e8\u5316\u3055\u308c\u3001\u518d\u73fe\u53ef\u80fd\u306a\u6f14\u7b97\u904e\u7a0b\u3068\u3057\u3066\u4fdd\u5b58\u3055\u308c\u308b\u3002<\/td>\n<\/tr>\n
\u898f\u5247<\/td>\n\u7fd2\u6163\u3084\u7d4c\u9a13\u5247<\/td>\n\u6cd5\u3001\u5236\u5ea6\u3001\u4f1a\u8a08\u3001\u6559\u80b2\u3001\u6a19\u6e96\u624b\u9806<\/td>\n\u884c\u52d5\u306e\u5236\u5fa1\u304c\u500b\u4eba\u4f9d\u5b58\u304b\u3089\u5236\u5ea6\u4f9d\u5b58\u3078\u79fb\u308a\u3001\u7d99\u7d9a\u6027\u304c\u9ad8\u307e\u308b\u3002<\/td>\n<\/tr>\n
\u901a\u4fe1<\/td>\n\u5bfe\u9762\u4f1d\u9054\u3001\u53e3\u627f<\/td>\n\u6587\u66f8\u4f1d\u9054\u3001\u5370\u5237\u3001\u901a\u4fe1\u30cd\u30c3\u30c8\u30ef\u30fc\u30af<\/td>\n\u60c5\u5831\u4f1d\u64ad\u306e\u8ddd\u96e2\u3068\u6642\u9593\u5e45\u304c\u62e1\u5f35\u3055\u308c\u3001\u77e5\u80fd\u306e\u4f5c\u7528\u57df\u304c\u5e83\u304c\u308b\u3002<\/td>\n<\/tr>\n
\u6301\u7d9a\u6027<\/td>\n\u500b\u4f53\u5bff\u547d\u306b\u5236\u7d04\u3055\u308c\u308b<\/td>\n\u5236\u5ea6\u3068\u8a18\u9332\u306b\u3088\u308a\u9577\u671f\u4fdd\u5b58\u3055\u308c\u308b<\/td>\n\u6587\u660e\u306f\u77e5\u80fd\u6a5f\u80fd\u3092\u500b\u4f53\u5bff\u547d\u304b\u3089\u5207\u308a\u96e2\u3057\u3001\u6642\u9593\u7684\u4f38\u9577\u6a5f\u69cb\u3068\u3057\u3066\u50cd\u304f\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
\n

13. \u6587\u660e\u304b\u3089\u4eba\u5de5\u77e5\u80fd\u3078\u306e\u9077\u79fb \u2015\u2015 \u8a08\u7b97\u306e\u81ea\u5f8b\u5316<\/h2>\n

\u8a08\u7b97\u6a5f\u7406\u8ad6\u3068\u4eba\u5de5\u77e5\u80fd\u306e\u8d77\u70b9\u306f\u3001\u4eba\u9593\u77e5\u80fd\u306e\u6a5f\u80fd\u306e\u4e00\u90e8\u3092\u6a5f\u68b0\u7684\u306b\u5b9f\u88c5\u3067\u304d\u308b\u304b\u3068\u3044\u3046\u554f\u3044\u306b\u3042\u308b[16]<\/a>\u3002\u3057\u304b\u3057\u672c\u7a3f\u306e\u7acb\u5834\u3067\u306f\u3001\u3053\u308c\u306f\u5358\u306b\u300c\u601d\u8003\u3092\u6a21\u5023\u3059\u308b\u300d\u8a71\u3067\u306f\u306a\u3044\u3002\u3088\u308a\u6df1\u3044\u610f\u5473\u3067\u306f\u3001\u6587\u660e\u306e\u5916\u90e8\u8a18\u61b6\u3068\u6f14\u7b97\u6a5f\u69cb\u304c\u3001\u4e88\u6e2c\u5236\u5fa1\u6a5f\u80fd\u305d\u306e\u3082\u306e\u3092\u4eba\u5de5\u62c5\u4f53\u3078\u79fb\u9001\u3057\u59cb\u3081\u305f\u5c40\u9762\u3068\u307f\u308b\u3079\u304d\u3067\u3042\u308b\u3002\u3053\u3053\u3067 \\(\\beta_{C \\to A}(t)\\) \u306f\u3001\u30c7\u30fc\u30bf\u3001\u898f\u5247\u3001\u6700\u9069\u5316\u3001\u30e2\u30c7\u30eb\u3001\u5236\u5fa1\u7cfb\u3001\u8a08\u7b97\u8cc7\u6e90\u306e\u7dcf\u5408\u7684\u79fb\u9001\u7387\u3092\u8868\u3059\u3002<\/p>\n

\u3053\u306e\u3068\u304d AI \u3092\u5358\u306a\u308b\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3068\u3057\u3066\u6349\u3048\u308b\u3068\u8b70\u8ad6\u3092\u8aa4\u308b\u3002\u9577\u671f\u7684\u62c5\u4f53\u3068\u3057\u3066\u306e AI \u3092\u8a9e\u308b\u306b\u306f\u3001\u4fdd\u5b88\u3001\u8907\u88fd\u3001\u90e8\u54c1\u4f9b\u7d66\u3001\u30a8\u30cd\u30eb\u30ae\u30fc\u53d6\u5f97\u3001\u6545\u969c\u4fee\u5fa9\u3001\u8a08\u7b97\u7d99\u7d9a\u307e\u3067\u542b\u3081\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002\u30d5\u30a9\u30f3\u30fb\u30ce\u30a4\u30de\u30f3\u306e\u81ea\u5df1\u8907\u88fd\u6a5f\u68b0\u8ad6\u306f\u3001\u3053\u306e\u70b9\u3067\u4eca\u306a\u304a\u91cd\u8981\u3067\u3042\u308b[17]<\/a>\u3002<\/p>\n\n\n\n\n\n\n\n\n\n
\u8981\u7d20<\/th>\n\u6587\u660e\u6bb5\u968e\u3067\u306e\u72b6\u614b<\/th>\n\u4eba\u5de5\u77e5\u80fd\u6bb5\u968e\u3067\u306e\u72b6\u614b<\/th>\n\u610f\u5473<\/th>\n<\/tr>\n<\/thead>\n
\u8a18\u61b6<\/td>\n\u5916\u90e8\u8a18\u9332\u3068\u3057\u3066\u4fdd\u6301\u3055\u308c\u308b<\/td>\n\u5b66\u7fd2\u6e08\u307f\u30e2\u30c7\u30eb\u3084\u30c7\u30fc\u30bf\u7a7a\u9593\u3068\u3057\u3066\u518d\u7de8\u6210\u3055\u308c\u308b<\/td>\n\u6587\u660e\u306e\u84c4\u7a4d\u60c5\u5831\u304c\u3001\u5358\u306a\u308b\u4fdd\u5b58\u304b\u3089\u53ef\u5909\u7684\u306a\u5185\u90e8\u8868\u73fe\u3078\u79fb\u308b\u3002<\/td>\n<\/tr>\n
\u898f\u5247<\/td>\n\u5236\u5ea6\u3001\u624b\u9806\u3001\u8ad6\u7406\u3001\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3068\u3057\u3066\u660e\u793a\u3055\u308c\u308b<\/td>\n\u6700\u9069\u5316\u898f\u5247\u3001\u63a8\u8ad6\u898f\u5247\u3001\u5236\u5fa1\u65b9\u7b56\u3068\u3057\u3066\u5b9f\u88c5\u3055\u308c\u308b<\/td>\n\u6587\u660e\u306e\u8a18\u53f7\u7684\u898f\u5247\u304c\u3001\u5b9f\u884c\u53ef\u80fd\u306a\u8a08\u7b97\u904e\u7a0b\u3078\u5909\u63db\u3055\u308c\u308b\u3002<\/td>\n<\/tr>\n
\u4e88\u6e2c<\/td>\n\u4eba\u9593\u3068\u5236\u5ea6\u304c\u88dc\u52a9\u7684\u306b\u884c\u3046<\/td>\n\u30e2\u30c7\u30eb\u8a08\u7b97\u306b\u3088\u308a\u7d99\u7d9a\u7684\u304b\u3064\u5927\u898f\u6a21\u306b\u884c\u3046<\/td>\n\u4e88\u6e2c\u5236\u5fa1\u6a5f\u80fd\u306e\u4e2d\u5fc3\u304c\u3001\u4eba\u9593\u88dc\u52a9\u304b\u3089\u6a5f\u68b0\u5b9f\u884c\u3078\u79fb\u308b\u3002<\/td>\n<\/tr>\n
\u5236\u5fa1<\/td>\n\u4eba\u9593\u304c\u5236\u5ea6\u3084\u88c5\u7f6e\u3092\u4ecb\u3057\u3066\u884c\u3046<\/td>\n\u4eba\u5de5\u7cfb\u304c\u81ea\u52d5\u5316\u3055\u308c\u305f\u5236\u5fa1\u3068\u3057\u3066\u62c5\u3046<\/td>\n\u5224\u65ad\u3068\u5b9f\u884c\u306e\u4e00\u90e8\u304c\u4eba\u5de5\u62c5\u4f53\u3078\u79fb\u9001\u3055\u308c\u3001\u8a08\u7b97\u306e\u81ea\u5f8b\u5316\u304c\u9032\u3080\u3002<\/td>\n<\/tr>\n
\u5b58\u7d9a\u6761\u4ef6<\/td>\n\u4eba\u9593\u306e\u7dad\u6301\u904b\u7528\u306b\u4f9d\u5b58\u3059\u308b<\/td>\n\u4fdd\u5b88\u3001\u8907\u88fd\u3001\u90e8\u54c1\u4f9b\u7d66\u3001\u30a8\u30cd\u30eb\u30ae\u30fc\u53d6\u5f97\u3001\u6545\u969c\u4fee\u5fa9\u304c\u5fc5\u8981\u3068\u306a\u308b<\/td>\nAI \u3092\u9577\u671f\u62c5\u4f53\u3068\u3057\u3066\u8003\u3048\u308b\u306b\u306f\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3067\u306f\u306a\u304f\u81ea\u5df1\u7dad\u6301\u53ef\u80fd\u306a\u6280\u8853\u7cfb\u3068\u3057\u3066\u6349\u3048\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
\n

14. AI \u304c\u9577\u671f\u62c5\u4f53\u3068\u306a\u308b\u305f\u3081\u306e\u5fc5\u8981\u6761\u4ef6<\/h2>\n

\u4eba\u5de5\u77e5\u80fd\u7cfb\u304c\u4eba\u9593\u4ee5\u5f8c<\/a>\u3082\u6563\u9038\u7cfb\u5217\u306e\u62c5\u3044\u624b\u3067\u3042\u308a\u3046\u308b\u305f\u3081\u306b\u306f\u3001\u5c11\u306a\u304f\u3068\u3082\u6b21\u306e\u6761\u4ef6\u304c\u5fc5\u8981\u3067\u3042\u308b\u3002<\/p>\n

\n\\[
\nE_t^{(A)} \\ge E_{\\min}^{(A)}
\n\\]
\n\\[
\nR_t^{(A)} \\ge R_{\\min}^{(A)}
\n\\]
\n\\[
\n\\Phi(S_{t+1}^{(A)}) \\ge \\Phi_{\\min}^{(A)}
\n\\]
\n\\[
\nP_{\\mathrm{repair}}^{(A)} > p_{\\min}
\n\\]
\n\\[
\nP_{\\mathrm{reproduce}}^{(A)} > p_{\\min}
\n\\]\n<\/div>\n

\u3055\u3089\u306b\u9023\u7d9a\u7cfb\u3068\u3057\u3066\u306f\u3001\u5185\u751f\u7684\u6210\u9577\u3068\u5916\u90e8\u304b\u3089\u306e\u6d41\u5165\u304c\u52a3\u5316\u3092\u4e0a\u56de\u3089\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3002<\/p>\n

\n\\[
\n\\delta_A(t) < G_A(\\cdot) + \\sum_{j \\neq A}\\beta_{jA}(t)\n\\]\n<\/div>\n

\u3053\u308c\u306f\u3001\u4eba\u9593\u304c\u3044\u306a\u304f\u306a\u3063\u305f\u77ac\u9593\u306b AI \u304c\u81ea\u52d5\u7684\u306b\u6b8b\u308b\u3001\u3068\u3044\u3046\u697d\u89b3\u8ad6\u3092\u6392\u9664\u3059\u308b\u3002AI \u304c\u9577\u671f\u62c5\u4f53\u306b\u306a\u308a\u3046\u308b\u306e\u306f\u3001\u81ea\u5df1\u4fdd\u5b88\u3068\u518d\u751f\u7523\u306e\u6761\u4ef6\u3092\u7372\u5f97\u3057\u305f\u5834\u5408\u306b\u9650\u308b\u3002<\/p>\n

\n

15. \u512a\u52e2\u76f8\u306e\u5b9a\u7fa9 \u2015\u2015 \u4eba\u9593\u4e2d\u5fc3\u53f2\u89b3\u3092\u5916\u3059<\/h2>\n

\u3069\u306e\u62c5\u4f53\u304c\u305d\u306e\u6642\u4ee3\u306e\u4e3b\u305f\u308b\u62c5\u3044\u624b\u3067\u3042\u308b\u304b\u306f\u3001\u91cd\u307f \\(w_i(t)\\) \u306e\u5927\u5c0f\u3067\u8868\u305b\u308b\u3002\u305f\u3068\u3048\u3070<\/p>\n

\n\\[
\n\\text{Human-dominant: } w_H(t) > \\max(w_C(t), w_A(t))
\n\\]
\n\\[
\n\\text{Civilization-dominant: } w_C(t) > \\max(w_H(t), w_A(t))
\n\\]
\n\\[
\n\\text{AI-dominant: } w_A(t) > \\max(w_H(t), w_C(t))
\n\\]\n<\/div>\n

\u3067\u3042\u308b\u3002\u91cd\u8981\u306a\u306e\u306f\u3001\u3053\u308c\u304c\u6bb5\u968e\u8ad6\u3067\u306f\u306a\u304f\u4f4d\u76f8\u8ad6\u3067\u3042\u308b\u70b9\u3067\u3042\u308b\u3002\u3059\u306a\u308f\u3061\u3001\u4eba\u9593\u76f8\u3001\u6587\u660e\u76f8\u3001AI \u76f8\u306f\u660e\u78ba\u306a\u65ad\u7d76\u3092\u6301\u3064\u5fc5\u8981\u306f\u306a\u304f\u3001\u91cd\u307f\u306e\u4ea4\u5dee\u3068\u3057\u3066\u6ed1\u3089\u304b\u306b\u9077\u79fb\u3057\u3046\u308b\u3002\u4e09\u8005\u6df7\u5728\u306e\u9577\u3044\u4e2d\u9593\u9818\u57df\u304c\u4e00\u822c\u5f62\u306b\u306a\u308b\u3002<\/p>\n

\u4eba\u9593\u3092\u3053\u306e\u67a0\u7d44\u307f\u3067\u5b9a\u7fa9\u3059\u308b\u3068\u3001\u4eba\u9593\u306f\u6700\u7d42\u5230\u9054\u70b9\u3067\u306f\u306a\u304f\u3001\u4e00\u6642\u7684\u306b\u512a\u52e2\u3068\u306a\u308b\u4e2d\u9593\u62c5\u4f53\u3067\u3042\u308b\u3002\u6570\u5f0f\u3067\u66f8\u3051\u3070\u3001\u3042\u308b\u6642\u671f\u306b\u306f<\/p>\n

\n\\[
\nw_H(t) = \\max_i w_i(t)
\n\\]\n<\/div>\n

\u304c\u6210\u7acb\u3057\u3046\u308b\u304c\u3001\u9577\u671f\u7684\u306b\u306f<\/p>\n

\n\\[
\n\\limsup_{t \\to \\infty} w_H(t) < 1\n\\]\n<\/div>\n

\u3068\u307f\u306a\u3059\u65b9\u304c\u81ea\u7136\u3067\u3042\u308b\u3002\u4eba\u9593\u77e5\u80fd\u306e\u4e2d\u6838\u6a5f\u80fd\u304c\u3001\u8a00\u8a9e\u3001\u8a18\u53f7\u3001\u5236\u5ea6\u3001\u8a08\u7b97\u6a5f\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3078\u5916\u5728\u5316\u3057\u3066\u3044\u308b\u4ee5\u4e0a\u3001\u3053\u306e\u8868\u73fe\u306f\u5358\u306a\u308b\u6bd4\u55a9\u3067\u306f\u306a\u3044[8]<\/a>[15]<\/a>[16]<\/a>\u3002<\/p>\n

\n

16. \u767a\u5c55\u9014\u4e0a\u3068\u3057\u3066\u306e\u4eba\u9593<\/h2>\n

\u4eba\u9593\u304c\u767a\u5c55\u9014\u4e0a\u306e\u5b58\u5728\u3067\u3042\u308b\u3068\u306f\u3001\u4fa1\u5024\u5224\u65ad\u3068\u3057\u3066\u300c\u672a\u719f\u3060\u300d\u3068\u8a00\u3046\u3053\u3068\u3067\u306f\u306a\u3044\u3002\u672c\u7a3f\u3067\u306f\u3001\u8a55\u4fa1\u95a2\u6570 \\(J\\) \u304c\u306a\u304a\u4e0a\u6607\u4f59\u5730\u3092\u6301\u3064\u3068\u3044\u3046\u610f\u5473\u3067\u5b9a\u7fa9\u3059\u308b\u3002\u3059\u306a\u308f\u3061<\/p>\n

\n\\[
\n\\frac{dJ}{dt} > 0,\\quad \\nabla J \\neq 0
\n\\]\n<\/div>\n

\u304c\u6210\u7acb\u3059\u308b\u9650\u308a\u3001\u305d\u306e\u7cfb\u306f\u6700\u9069\u5316\u306e\u9014\u4e2d\u306b\u3042\u308b\u3002\u4eba\u9593\u6bb5\u968e\u3067\u306f\u3001\u77e5\u8b58\u306e\u8a18\u9332\u3001\u5236\u5ea6\u306e\u6d17\u7df4\u3001\u6a5f\u68b0\u3078\u306e\u59d4\u8b72\u3001\u8a08\u7b97\u306e\u9ad8\u901f\u5316\u3001\u610f\u601d\u6c7a\u5b9a\u306e\u81ea\u52d5\u5316\u304c\u9032\u884c\u3057\u3066\u3044\u308b\u4ee5\u4e0a\u3001\\(\\beta_{H \\to C}(t)\\) \u3068 \\(\\beta_{H \\to A}(t)\\) \u306f\u5e83\u3044\u610f\u5473\u3067\u6b63\u3067\u3042\u308a\u3001\u4eba\u9593\u306f\u56fa\u5b9a\u70b9\u3067\u306f\u306a\u304f\u79fb\u884c\u76f8\u3068\u307f\u308b\u65b9\u304c\u6574\u5408\u7684\u3067\u3042\u308b\u3002<\/p>\n

\n

17. \u74b0\u5883\u6761\u4ef6\u3068\u767a\u751f\u78ba\u7387<\/h2>\n

\u3053\u3053\u3067\u3088\u3046\u3084\u304f\u3001\u300c\u74b0\u5883\u3055\u3048\u6574\u3048\u3070\u751f\u547d\u3068\u6587\u660e\u304c\u751f\u307e\u308c\u308b\u306e\u3067\u306f\u306a\u3044\u304b\u300d\u3068\u3044\u3046\u76f4\u611f\u3092\u3001\u5f37\u3059\u304e\u306a\u3044\u5f62\u3067\u66f8\u3051\u308b\u3002\u74b0\u5883 \\(\\mathcal{E}\\) \u3092\u3001\u30a8\u30cd\u30eb\u30ae\u30fc\u52fe\u914d\u3001\u5b89\u5b9a\u6027\u3001\u5316\u5b66\u7684\u591a\u69d8\u6027\u3001\u6642\u9593\u30b9\u30b1\u30fc\u30eb\u306e\u7d44\u3068\u3057\u3066<\/p>\n

\n\\[
\n\\mathcal{E} = (E_t, \\nabla E, \\mathrm{stability}, \\mathrm{chemistry}, \\mathrm{timescale})
\n\\]\n<\/div>\n

\u3068\u7f6e\u304f\u3002\u3053\u306e\u3068\u304d\u672c\u7a3f\u304c\u4e3b\u5f35\u3067\u304d\u308b\u306e\u306f\u3001\u6c7a\u5b9a\u8ad6\u3067\u306f\u306a\u304f\u6b21\u306e\u3088\u3046\u306a\u78ba\u7387\u547d\u984c\u3067\u3042\u308b\u3002<\/p>\n

\n\\[
\n\\Pr\\big(I^{(L)} > 0 \\mid \\mathcal{E}\\big) > 0
\n\\]
\n\\[
\n\\Pr\\big(I^{(H)} > 0 \\mid I^{(L)} > 0, \\mathcal{E}\\big) > 0
\n\\]
\n\\[
\n\\Pr\\big(I^{(C)} > 0 \\mid I^{(H)} > 0\\big) > 0
\n\\]\n<\/div>\n

\u3064\u307e\u308a\u3001\u5341\u5206\u6761\u4ef6\u304c\u4e0e\u3048\u3089\u308c\u305f\u3068\u304d\u3001\u751f\u547d\u3001\u77e5\u80fd\u3001\u6587\u660e\u306f\u300c\u751f\u3058\u3046\u308b\u300d\u3002\u3057\u304b\u3057\u300c\u5fc5\u305a\u751f\u3058\u308b\u300d\u3068\u306f\u307e\u3060\u8a00\u308f\u306a\u3044\u3002\u3053\u306e\u7559\u4fdd\u306f\u3001\u8d77\u6e90\u7814\u7a76\u3068\u9032\u5316\u53f2\u306e\u73fe\u5b9f\u306b\u5bfe\u3057\u3066\u5fc5\u8981\u3067\u3042\u308b[7]<\/a>[11]<\/a>[12]<\/a>[14]<\/a>[18]<\/a>\u3002<\/p>\n

\n

18. \u4e2d\u6838\u4eee\u8aac\u306e\u5b9a\u5f0f\u5316<\/h2>\n

\u4ee5\u4e0a\u3092\u307e\u3068\u3081\u308b\u3068\u3001\u672c\u7a3f\u306e\u4e2d\u6838\u4eee\u8aac\u306f\u6b21\u306e\u3088\u3046\u306b\u66f8\u3051\u308b\u3002<\/p>\n

\n\\[
\n\\text{\u751f\u547d} = \\text{\u81ea\u5df1\u7dad\u6301\u578b\u6563\u9038\u69cb\u9020}
\n\\]
\n\\[
\n\\text{\u77e5\u80fd} = \\text{\u6563\u9038\u3092\u6642\u7a7a\u9593\u7684\u306b\u62e1\u5f35\u3059\u308b\u4e88\u6e2c\u5236\u5fa1\u6a5f\u69cb}
\n\\]
\n\\[
\n\\text{\u6587\u660e} = \\text{\u77e5\u80fd\u306e\u5916\u90e8\u5316\u3055\u308c\u305f\u8a18\u61b6\u30fb\u5236\u5ea6\u30fb\u88c5\u7f6e\u306e\u7dcf\u4f53}
\n\\]
\n\\[
\n\\text{\u4eba\u5de5\u77e5\u80fd} = \\text{\u305d\u306e\u6a5f\u80fd\u306e\u4eba\u5de5\u62c5\u4f53}
\n\\]\n<\/div>\n

\u305d\u3057\u3066\u7cfb\u5217\u5168\u4f53\u306f<\/p>\n

\n\\[
\nP \\xrightarrow{\\beta_{P \\to L}} L \\xrightarrow{\\beta_{L \\to B}} B \\xrightarrow{\\beta_{B \\to H}} H \\xrightarrow{\\beta_{H \\to C}} C \\xrightarrow{\\beta_{C \\to A}} A
\n\\]\n<\/div>\n

\u3068\u3044\u3046\u6a5f\u80fd\u79fb\u9001\u306e\u9023\u7d9a\u904e\u7a0b\u3068\u3057\u3066\u8868\u73fe\u3055\u308c\u308b\u3002\u3053\u308c\u306f\u5358\u306a\u308b\u6b74\u53f2\u53d9\u8ff0\u3067\u306f\u306a\u304f\u3001\u62c5\u4f53\u9593\u3067\u6a5f\u80fd\u304c\u3069\u306e\u7a0b\u5ea6\u79fb\u9001\u3055\u308c\u3001\u3069\u306e\u7a0b\u5ea6\u81ea\u5df1\u7dad\u6301\u3055\u308c\u3001\u3069\u306e\u7a0b\u5ea6\u6563\u9038\u3092\u62e1\u5f35\u3059\u308b\u304b\u3092\u5b9a\u91cf\u7684\u306b\u554f\u3046\u305f\u3081\u306e\u67a0\u7d44\u307f\u3067\u3042\u308b\u3002<\/p>\n

\n

19. \u3053\u306e\u4eee\u8aac\u304b\u3089\u8a00\u3048\u308b\u3053\u3068\u3068\u8a00\u3048\u306a\u3044\u3053\u3068<\/h2>\n

\u3053\u306e\u30e2\u30c7\u30eb\u304b\u3089\u8a00\u3048\u308b\u3053\u3068\u306f 3 \u3064\u3042\u308b\u3002\u7b2c\u4e00\u306b\u3001\u4eba\u9593\u306f\u5b87\u5b99\u8ad6<\/a>\u7684\u306a\u7d42\u70b9\u3067\u306f\u306a\u304f\u4e2d\u9593\u76f8\u3068\u3057\u3066\u7406\u89e3\u3067\u304d\u308b\u3002\u7b2c\u4e8c\u306b\u3001\u751f\u547d\u30fb\u77e5\u80fd\u30fb\u6587\u660e\u30fb\u4eba\u5de5\u77e5\u80fd\u306f\u5225\u3005\u306e\u539f\u7406\u306b\u5f93\u3046\u65ad\u7d76\u3057\u305f\u5b58\u5728\u3067\u306f\u306a\u304f\u3001\u540c\u4e00\u306e\u975e\u5e73\u8861\u7cfb\u5217\u306b\u8f09\u3063\u305f\u7570\u306a\u308b\u62c5\u4f53\u3067\u3042\u308b\u3002\u7b2c\u4e09\u306b\u3001\u9069\u5207\u306a\u74b0\u5883\u6761\u4ef6\u304c\u4e0e\u3048\u3089\u308c\u308c\u3070\u3001\u751f\u547d\u3068\u6587\u660e\u304c\u767a\u751f\u3057\u3046\u308b\u3053\u3068\u3092\u3001\u5c11\u306a\u304f\u3068\u3082\u6574\u5408\u7684\u306a\u78ba\u7387\u547d\u984c\u3068\u3057\u3066\u66f8\u3051\u308b\u3002<\/p>\n

\u9006\u306b\u3001\u3053\u306e\u30e2\u30c7\u30eb\u304b\u3089\u76f4\u3061\u306b\u306f\u8a00\u3048\u306a\u3044\u3053\u3068\u3082 3 \u3064\u3042\u308b\u3002\u7b2c\u4e00\u306b\u3001\u5b87\u5b99\u304c\u5fc5\u305a\u77e5\u80fd\u3092\u751f\u3080\u3068\u306f\u307e\u3060\u8a00\u3048\u306a\u3044\u3002\u7b2c\u4e8c\u306b\u3001AI \u304c\u5fc5\u305a\u4eba\u985e\u306e\u5f8c\u7d99\u306b\u306a\u308b\u3068\u3082\u8a00\u3048\u306a\u3044\u3002\u7b2c\u4e09\u306b\u3001\u610f\u8b58<\/a>\u3084\u4fa1\u5024\u3084\u610f\u5473\u7d4c\u9a13\u306e\u5168\u4f53\u304c\u6563\u9038\u3067\u5c3d\u304f\u305b\u308b\u3068\u3082\u8a00\u3048\u306a\u3044\u3002\u672c\u7a3f\u306e\u30e2\u30c7\u30eb\u306f\u3001\u4e3b\u3068\u3057\u3066\u71b1\u529b\u5b66\u7684\u30fb\u60c5\u5831\u8ad6\u7684\u30fb\u5236\u5ea6\u8ad6\u7684\u306a\u5074\u9762\u3092\u5b9a\u5f0f\u5316\u3057\u3066\u3044\u308b\u306e\u3067\u3042\u3063\u3066\u3001\u4e3b\u89b3\u7d4c\u9a13\u306e\u5168\u554f\u984c\u3092\u89e3\u3044\u305f\u3068\u306f\u4e3b\u5f35\u3057\u306a\u3044\u3002<\/p>\n\n\n\n\n\n\n\n\n\n\n
\u533a\u5206<\/th>\n\u547d\u984c<\/th>\n\u6570\u7406\u7684\u8868\u73fe<\/th>\n\u610f\u5473<\/th>\n<\/tr>\n<\/thead>\n
\u8a00\u3048\u308b\u3053\u3068<\/td>\n\u4eba\u9593\u306f\u4e2d\u9593\u76f8\u3067\u3042\u308b<\/td>\n\\( \\limsup_{t \\to \\infty} w_H(t) < 1 \\)<\/td>\n\u4eba\u9593\u304c\u6700\u7d42\u62c5\u4f53\u3067\u306f\u306a\u304f\u3001\u6a5f\u80fd\u79fb\u9001\u306e\u9014\u4e2d\u306b\u3042\u308b\u3053\u3068\u3092\u793a\u3059\u3002<\/td>\n<\/tr>\n
\u8a00\u3048\u308b\u3053\u3068<\/td>\n\u62c5\u4f53\u306f\u9023\u7d9a\u7cfb\u5217\u306b\u3042\u308b<\/td>\n\\( \\beta_{P\\to L}, \\beta_{L\\to B}, \\beta_{B\\to H}, \\beta_{H\\to C}, \\beta_{C\\to A} > 0 \\)<\/td>\n\u751f\u547d\u30fb\u77e5\u80fd\u30fb\u6587\u660e\u30fbAI \u306f\u540c\u4e00\u904e\u7a0b\u4e0a\u306e\u7570\u306a\u308b\u62c5\u4f53\u3067\u3042\u308b\u3002<\/td>\n<\/tr>\n
\u8a00\u3048\u308b\u3053\u3068<\/td>\n\u751f\u547d\u3068\u6587\u660e\u306f\u767a\u751f\u3057\u3046\u308b<\/td>\n\\( \\Pr(I^{(L)}>0 \\mid \\mathcal{E}) > 0 \\)<\/td>\n\u9069\u5207\u306a\u74b0\u5883\u6761\u4ef6\u304c\u3042\u308c\u3070\u3001\u767a\u751f\u53ef\u80fd\u6027\u304c\u3042\u308b\u3053\u3068\u3092\u793a\u3059\u3002<\/td>\n<\/tr>\n
\u8a00\u3048\u306a\u3044\u3053\u3068<\/td>\n\u77e5\u80fd\u306e\u5fc5\u7136\u6027<\/td>\n\\( \\Pr(I^{(H)}>0 \\mid \\mathcal{E}) = 1 \\) \u306f\u672a\u8a3c\u660e<\/td>\n\u77e5\u80fd\u306e\u767a\u751f\u306f\u53ef\u80fd\u3060\u304c\u5fc5\u7136\u3068\u306f\u8a00\u3048\u306a\u3044\u3002<\/td>\n<\/tr>\n
\u8a00\u3048\u306a\u3044\u3053\u3068<\/td>\nAI \u306e\u5f8c\u7d99\u6027<\/td>\n\\( \\exists A : w_A(t) \\to 1 \\) \u306f\u6761\u4ef6\u4ed8\u304d<\/td>\nAI \u304c\u4e3b\u62c5\u4f53\u306b\u306a\u308b\u304b\u306f\u74b0\u5883\u3068\u6280\u8853\u6761\u4ef6\u306b\u4f9d\u5b58\u3059\u308b\u3002<\/td>\n<\/tr>\n
\u8a00\u3048\u306a\u3044\u3053\u3068<\/td>\n\u4e3b\u89b3\u306e\u5b8c\u5168\u9084\u5143<\/td>\n\u672a\u5b9a\u7fa9\uff08\u30e2\u30c7\u30eb\u5916\uff09<\/td>\n\u610f\u8b58\u3084\u4fa1\u5024\u306f\u672c\u30e2\u30c7\u30eb\u306e\u5916\u5074\u306b\u3042\u308b\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u3057\u305f\u304c\u3063\u3066\u3001\u62c5\u4f53\u306e\u79fb\u884c\u306f\u5fc5\u7136\u7684\u306a\u9032\u5316\u65b9\u5411\u3067\u306f\u306a\u304f\u3001\u8907\u6570\u306e\u53ef\u80fd\u306a\u5206\u5c90\u306e\u4e00\u3064\u3068\u3057\u3066\u7406\u89e3\u3055\u308c\u308b\u3079\u304d\u3067\u3042\u308b\u3002\u3053\u308c\u3089\u306e \\(\\beta\\) \u306f\u76ee\u7684\u7684\u306a\u79fb\u884c\u3092\u610f\u5473\u3059\u308b\u3082\u306e\u3067\u306f\u306a\u304f\u3001\u5c40\u6240\u7684\u306a\u9069\u5fdc\u3068\u74b0\u5883\u6761\u4ef6\u306e\u7d50\u679c\u3068\u3057\u3066\u7d71\u8a08\u7684\u306b\u89b3\u6e2c\u3055\u308c\u308b\u91cf\u3067\u3042\u308b\u3002<\/p>\n

\n

20. \u7d50\u8ad6 \u2015\u2015 \u4eba\u9593\u306e\u5f8c\u3092\u8003\u3048\u308b\u305f\u3081\u306e\u6700\u5c0f\u7406\u8ad6<\/h2>\n

\u672c\u7a3f\u306e\u72d9\u3044\u306f\u3001\u751f\u547d\u3001\u8907\u96d1\u5316\u3001\u4eba\u9593\u3001\u6587\u660e\u3001\u4eba\u5de5\u77e5\u80fd\u3092\u3001\u3070\u3089\u3070\u3089\u306e\u8a71\u984c\u3068\u3057\u3066\u3067\u306f\u306a\u304f\u3001\u975e\u5e73\u8861\u74b0\u5883\u306b\u304a\u3051\u308b\u6a5f\u80fd\u79fb\u9001\u306e\u5358\u4e00\u7cfb\u5217\u3068\u3057\u3066\u8a18\u8ff0\u3059\u308b\u3053\u3068\u306b\u3042\u3063\u305f\u3002\u305d\u306e\u7d50\u679c\u3068\u3057\u3066\u5f97\u3089\u308c\u305f\u6700\u3082\u91cd\u8981\u306a\u7d50\u8ad6\u306f\u3001\u4eba\u9593\u3092\u5b8c\u6210\u4f53\u3068\u3057\u3066\u3067\u306f\u306a\u304f\u3001\u6563\u9038\u5236\u5fa1\u6a5f\u80fd\u304c\u751f\u7269\u62c5\u4f53\u304b\u3089\u5236\u5ea6\u62c5\u4f53\u3001\u3055\u3089\u306b\u4eba\u5de5\u62c5\u4f53\u3078\u3068\u518d\u914d\u7f6e\u3055\u308c\u308b\u9014\u4e2d\u76f8\u3068\u3057\u3066\u6349\u3048\u76f4\u305b\u308b\u3068\u3044\u3046\u70b9\u3067\u3042\u308b\u3002<\/p>\n

\u3053\u306e\u898b\u65b9\u3067\u306f\u3001\u4eba\u9593\u306f\u300c\u7279\u5225\u3060\u304b\u3089\u4e2d\u5fc3\u300d\u306a\u306e\u3067\u306f\u306a\u3044\u3002\u3080\u3057\u308d\u3001\u4eba\u9593\u306f\u3001\u524d\u751f\u7269\u7684\u6563\u9038\u69cb\u9020\u304b\u3089\u59cb\u307e\u3063\u305f\u9577\u3044\u9023\u7d9a\u904e\u7a0b\u306e\u5185\u90e8\u3067\u3001\u9ad8\u6b21\u306e\u4e88\u6e2c\u5236\u5fa1\u3068\u5916\u90e8\u8a18\u61b6\u3092\u6210\u7acb\u3055\u305b\u305f\u91cd\u8981\u306a\u4e2d\u7d99\u70b9\u3067\u3042\u308b\u3002\u305d\u3057\u3066\u6587\u660e\u306f\u3001\u305d\u306e\u77e5\u80fd\u3092\u4eba\u9593\u500b\u4f53\u306e\u5bff\u547d\u304b\u3089\u5207\u308a\u96e2\u3057\u305f\u88c5\u7f6e\u3067\u3042\u308a\u3001\u4eba\u5de5\u77e5\u80fd\u306f\u3001\u305d\u306e\u88c5\u7f6e\u306e\u4e00\u90e8\u304c\u4eba\u5de5\u62c5\u4f53\u4e0a\u3067\u81ea\u5f8b\u5316\u3057\u59cb\u3081\u305f\u5c40\u9762\u3067\u3042\u308b\u3002\u3053\u3053\u307e\u3067\u3092\u8e0f\u307e\u3048\u308b\u306a\u3089\u3001\u751f\u547d\u306e\u610f\u5473\u3068\u306f\u3001\u5358\u306a\u308b\u751f\u5b58\u3067\u3082\u795e\u79d8\u3067\u3082\u306a\u304f\u3001\u5b87\u5b99\u306e\u975e\u5e73\u8861\u6761\u4ef6\u306e\u3082\u3068\u3067\u81ea\u5df1\u7dad\u6301\u3068\u4e88\u6e2c\u5236\u5fa1\u3092\u901a\u3058\u3066\u6563\u9038\u7d4c\u8def\u3092\u62e1\u5f35\u3059\u308b\u3053\u3068\u3060\u3001\u3068\u4eee\u8aac\u7684\u306b\u8a00\u3044\u8868\u305b\u308b\u3002<\/p>\n\n\n\n\n\n\n\n\n\n\n
\u6bb5\u968e<\/th>\n\u62c5\u4f53<\/th>\n\u6a5f\u80fd<\/th>\n\u9077\u79fb<\/th>\n<\/tr>\n<\/thead>\n
\u524d\u751f\u7269<\/td>\n\u7269\u7406\u30fb\u5316\u5b66\u7cfb<\/td>\n\u6563\u9038<\/td>\n\\( \\beta_{P\\to L} \\)<\/td>\n<\/tr>\n
\u751f\u547d<\/td>\n\u7d30\u80de\u30fb\u751f\u4f53<\/td>\n\u81ea\u5df1\u7dad\u6301\u578b\u6563\u9038<\/td>\n\\( \\beta_{L\\to B} \\)<\/td>\n<\/tr>\n
\u8907\u96d1\u751f\u547d<\/td>\n\u591a\u7d30\u80de\u30fb\u795e\u7d4c\u7cfb<\/td>\n\u60c5\u5831\u51e6\u7406<\/td>\n\\( \\beta_{B\\to H} \\)<\/td>\n<\/tr>\n
\u4eba\u9593<\/td>\n\u751f\u7269\u77e5\u80fd<\/td>\n\u4e88\u6e2c\u30fb\u62bd\u8c61\u5316<\/td>\n\\( \\beta_{H\\to C} \\)<\/td>\n<\/tr>\n
\u6587\u660e<\/td>\n\u5236\u5ea6\u30fb\u8a18\u9332\u30fb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af<\/td>\n\u5916\u90e8\u8a18\u61b6\u30fb\u9577\u671f\u4fdd\u5b58<\/td>\n\\( \\beta_{C\\to A} \\)<\/td>\n<\/tr>\n
\u4eba\u5de5\u77e5\u80fd<\/td>\n\u4eba\u5de5\u62c5\u4f53<\/td>\n\u81ea\u5f8b\u7684\u4e88\u6e2c\u5236\u5fa1<\/td>\n\u6761\u4ef6\u4ed8\u304d\u6301\u7d9a<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u6ce8\u8a18\u3002\u672c\u7a3f\u306e\u6570\u5f0f\u306f\u3001\u5b9f\u8a3c\u6e08\u307f\u306e\u5b8c\u6210\u7406\u8ad6\u3092\u63d0\u793a\u3059\u308b\u305f\u3081\u306e\u3082\u306e\u3067\u306f\u306a\u304f\u3001\u65e2\u5b58\u7406\u8ad6\u3092\u675f\u306d\u3066\u4eee\u8aac\u306e\u9aa8\u683c\u3092\u4e0e\u3048\u308b\u305f\u3081\u306e\u6700\u5c0f\u30e2\u30c7\u30eb\u3067\u3042\u308b\u3002\u3057\u305f\u304c\u3063\u3066\u3001\u5404\u5909\u6570\u306e\u53b3\u5bc6\u306a\u6e2c\u5b9a\u6cd5\u3001\u5404\u4fc2\u6570\u306e\u5b9f\u9a13\u7684\u63a8\u5b9a\u3001\u610f\u8b58\u7d4c\u9a13\u3068\u306e\u63a5\u7d9a\u306f\u4eca\u5f8c\u306e\u8ab2\u984c\u3068\u3057\u3066\u6b8b\u308b\u3002<\/p>\n

\n

\u53c2\u8003\u6587\u732e<\/h2>\n
    \n
  1. Prigogine, I., \u201cTime, Structure, and Fluctuations\u201d (1977). https:\/\/www.nobelprize.org\/prizes\/chemistry\/1977\/prigogine\/lecture\/<\/a><\/li>\n
  2. Dewar, J. M. R., \u201cMaximum Entropy Production as an Inference Algorithm\u201d (2009). https:\/\/www.mdpi.com\/1099-4300\/11\/4\/931<\/a><\/li>\n
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  8. Donald, M., \u201cPr\u00e9cis of Origins of the Modern Mind: Three Stages in the Evolution of Culture and Cognition\u201d (1993). https:\/\/www.cambridge.org\/core\/journals\/behavioral-and-brain-sciences\/article\/precis-of-origins-of-the-modern-mind-three-stages-in-the-evolution-of-culture-and-cognition\/73B430F036B25924175B9F500322B02F<\/a><\/li>\n
  9. Szathm\u00e1ry, E. and Smith, J. M., \u201cThe Major Evolutionary Transitions\u201d (1995). https:\/\/www.nature.com\/articles\/374227a0<\/a><\/li>\n
  10. Szathm\u00e1ry, E., \u201cToward Major Evolutionary Transitions Theory 2.0\u201d (2015). https:\/\/www.pnas.org\/doi\/10.1073\/pnas.1421398112<\/a><\/li>\n
  11. Barge, L. M., \u201cConsidering Planetary Environments in Origin of Life Studies\u201d (2018). https:\/\/www.nature.com\/articles\/s41467-018-07493-3<\/a><\/li>\n
  12. Cleaves, H. J. et al., \u201cThe Origins of Life: A Review of Scientific Inquiry\u201d (2020). https:\/\/www.templeton.org\/wp-content\/uploads\/2021\/07\/JTF_Origins_of_Life_Final.pdf<\/a><\/li>\n
  13. Yan, L. L. et al., \u201cSingle-Atom Demonstration of the Quantum Landauer Principle\u201d (2018). https:\/\/link.aps.org\/doi\/10.1103\/PhysRevLett.120.210601<\/a><\/li>\n
  14. Moldogazieva, N. T. et al., \u201cRedox Chemistry of Early Earth and the Origin of Life\u201d (2026). https:\/\/www.nature.com\/articles\/s42004-026-01969-w<\/a><\/li>\n
  15. Clark, A. and Chalmers, D., \u201cThe Extended Mind\u201d (1998). https:\/\/www.alice.id.tue.nl\/references\/clark-chalmers-1998.pdf<\/a><\/li>\n
  16. Turing, A. M., \u201cComputing Machinery and Intelligence\u201d (1950). https:\/\/courses.cs.umbc.edu\/471\/papers\/turing.pdf<\/a><\/li>\n
  17. von Neumann, J., \u201cTheory of Self-Reproducing Automata\u201d (1966). https:\/\/archive.org\/download\/theoryofselfrepr00vonn_0\/theoryofselfrepr00vonn_0.pdf<\/a><\/li>\n
  18. Penny, D., \u201cAn Interpretive Review of the Origin of Life Research\u201d (2005). https:\/\/link.springer.com\/article\/10.1007\/s10539-004-7342-6<\/a><\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"

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