{"id":4703,"date":"2025-03-31T13:23:40","date_gmt":"2025-03-31T04:23:40","guid":{"rendered":"https:\/\/www.ktech.biz\/jp\/?p=4703"},"modified":"2025-05-25T11:22:40","modified_gmt":"2025-05-25T02:22:40","slug":"0-intro","status":"publish","type":"post","link":"https:\/\/www.ktech.biz\/jp\/tutorial\/0-intro\/","title":{"rendered":"0. \u306f\u3058\u3081\u306b"},"content":{"rendered":"\n\u672c\u8cc7\u6599\u3067\u306f Excel \u6570\u5024\u8a08\u7b97\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2 XLPack \u306e\u57fa\u672c\u7684\u306a\u4f7f\u3044\u65b9\u3092\u8aac\u660e\u3057\u307e\u3059.<\/p>\n<p>\u672c\u7ae0\u3067\u306f\u5168\u4f53\u306e\u6982\u8981, \u304a\u3088\u3073, \u4f8b\u984c\u30ef\u30fc\u30af\u30b7\u30fc\u30c8\u306e\u5165\u624b\u65b9\u6cd5\u3068\u4f7f\u3044\u65b9\u3092\u8aac\u660e\u3057\u307e\u3059. \u6b21\u7ae0\u4ee5\u4e0b\u3067\u306f\u6570\u5024\u8a08\u7b97\u306e\u5206\u91ce\u3054\u3068\u306b\u4f7f\u3044\u65b9\u3092\u8a73\u3057\u304f\u8aac\u660e\u3057\u307e\u3059.<\/p>\n<p>\u8aac\u660e\u3067\u4f7f\u7528\u3055\u308c\u308b\u4f8b\u984c\u304c\u5165\u3063\u305f\u4f8b\u984c\u30ef\u30fc\u30af\u30b7\u30fc\u30c8\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u306e\u3067, \u5b9f\u969b\u306b\u4f7f\u3063\u3066\u307f\u306a\u304c\u3089\u8aac\u660e\u3092\u8aad\u3080\u3053\u3068\u3092\u304a\u52e7\u3081\u3057\u307e\u3059. \u4f8b\u984c\u306f XLPack Basic \u3092\u4f7f\u3063\u3066\u5b9f\u884c\u53ef\u80fd\u3067\u3059.<\/p>\n<p>\u306a\u304a, \u89e3\u6cd5\u306e\u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u3053\u3053\u3067\u306f\u89e6\u308c\u307e\u305b\u3093\u304c, \u5225\u9014\u300c\u6570\u5024\u8a08\u7b97\u89e3\u6cd5\u7de8\u300d\u3067\u89e3\u8aac\u3057\u3066\u3044\u304f\u4e88\u5b9a\u3067\u3059\u306e\u3067\u305d\u3061\u3089\u3082\u3054\u89a7\u304f\u3060\u3055\u3044.<\/p>\n<h3>0.1 XLPack \u306e\u69cb\u6210<\/h3>\n<p>XLPack \u306f\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3092\u305b\u305a\u306b\u6570\u5024\u8a08\u7b97\u3059\u308b\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3068\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u30c4\u30fc\u30eb\u306e\uff12\u3064\u3067\u69cb\u6210\u3055\u308c\u3066\u3044\u307e\u3059. \u524d\u8005\u3068\u3057\u3066\u306f\u30ef\u30fc\u30af\u30b7\u30fc\u30c8\u95a2\u6570\u30e9\u30a4\u30d6\u30e9\u30ea\u304a\u3088\u3073\u30bd\u30eb\u30d0\u30fc, \u5f8c\u8005\u3068\u3057\u3066\u306f VBA \u30b5\u30d6\u30eb\u30fc\u30c1\u30f3\uff0f\u95a2\u6570\u30e9\u30a4\u30d6\u30e9\u30ea\u304c\u63d0\u4f9b\u3055\u308c\u307e\u3059.<\/p>\n<p>\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u306f\u4f8b\u984c\u30ef\u30fc\u30af\u30b7\u30fc\u30c8\u3092\u3072\u306a\u5f62\u3068\u3057\u3066\u6d3b\u7528\u3059\u308c\u3070\u5bb9\u6613\u306b\u4f7f\u3044\u59cb\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059. \u307e\u305f, \u30de\u30cb\u30e5\u30a2\u30eb\u306b\u306f\u7c21\u5358\u306a\u3082\u306e\u3092\u9664\u304d\u307b\u3068\u3093\u3069\u306e\u30b5\u30d6\u30eb\u30fc\u30c1\u30f3\uff0f\u95a2\u6570\u306e\u4f7f\u7528\u4f8b\u304c\u63b2\u8f09\u3055\u308c\u3066\u3044\u308b\u306e\u3067, \u305d\u308c\u3092\u53c2\u8003\u306b\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059.<\/p>\n<h4>0.1.1 \u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u305b\u305a\u306b\u6570\u5024\u8a08\u7b97<\/h4>\n<p>\u30ef\u30fc\u30af\u30b7\u30fc\u30c8\u95a2\u6570\u307e\u305f\u306f\u30bd\u30eb\u30d0\u30fc\u3092\u4f7f\u3046\u3068\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u8a08\u7b97\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059.<\/p>\n<h5>0.1.1.1 \u30ef\u30fc\u30af\u30b7\u30fc\u30c8\u95a2\u6570\u30e9\u30a4\u30d6\u30e9\u30ea<\/h5>\n<p>\u30ef\u30fc\u30af\u30b7\u30fc\u30c8\u95a2\u6570\u306f Excel \u30ef\u30fc\u30af\u30b7\u30fc\u30c8\u306b\u76f4\u63a5\u8a18\u8ff0\u3067\u304d\u308b\u95a2\u6570\u3067\u3059. XLPack \u306e\u30ef\u30fc\u30af\u30b7\u30fc\u30c8\u95a2\u6570\u306f, \u5927\u304d\u304f\u5206\u3051\u308b\u3068, \u5024\u3092\uff11\u3064\u8fd4\u3059\u3082\u306e\u3068\u30d9\u30af\u30c8\u30eb\u3042\u308b\u3044\u306f\u884c\u5217\u306e\u3088\u3046\u306b\u3072\u3068\u307e\u3068\u307e\u308a\u306e\u5024\u3092\u8fd4\u3059\u3082\u306e\u306e\uff12\u7a2e\u985e\u304c\u3042\u308a\u307e\u3059.<\/p>\n<p>\u524d\u8005\u306e\u4e3b\u306a\u4f8b\u306f\u7279\u6b8a\u95a2\u6570\u3067, \u901a\u5e38\u306e Excel \u95a2\u6570\u306e\u3088\u3046\u306b\u6570\u5f0f\u306e\u4e00\u90e8\u3068\u3057\u3066\u4f7f\u3044\u307e\u3059.<\/p>\n<p>\u5f8c\u8005\u306f\u901a\u5e38\u306e Excel \u95a2\u6570\u3068\u306f\u9055\u3044\u914d\u5217\u578b\u306e\u7d50\u679c\u3092\u8fd4\u3059\u95a2\u6570\u3067, \u4e3b\u306a\u3082\u306e\u306f\u7dda\u5f62\u8a08\u7b97(\u9023\u7acb\u4e00\u6b21\u65b9\u7a0b\u5f0f, \u56fa\u6709\u5024\u30fb\u56fa\u6709\u30d9\u30af\u30c8\u30eb, \u6700\u5c0f\u4e8c\u4e57\u6cd5\u306a\u3069)\u306e\u95a2\u6570\u3067\u3059. \u4ed6\u306b, \u88dc\u9593, \u4ee3\u6570\u65b9\u7a0b\u5f0f\u304a\u3088\u3073 FFT \u3082\u3053\u306e\u3088\u3046\u306a\u95a2\u6570\u3068\u306a\u308a\u307e\u3059. \u3053\u308c\u3089\u3092\u30ef\u30fc\u30af\u30b7\u30fc\u30c8\u306b\u5165\u529b\u3059\u308b\u306b\u306f, \u7d50\u679c\u3092\u51fa\u529b\u3059\u308b\u30bb\u30eb\u9818\u57df\u3092\u9078\u629e\u3057, \u6570\u5f0f\u30d0\u30fc\u306e fx \u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u304b, \u300cShift\u300d+\u300cF3\u300d\u306e\u30b7\u30e7\u30fc\u30c8\u30ab\u30c3\u30c8\u3092\u62bc\u3059\u3068\u300c\u95a2\u6570\u306e\u633f\u5165\u300d\u304c\u8868\u793a\u3055\u308c\u308b\u306e\u3067\u3053\u308c\u3092\u4f7f\u3063\u3066\u95a2\u6570\u3092\u9078\u629e\u3057\u307e\u3059. \u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u8a2d\u5b9a\u3057\u7d42\u308f\u3063\u305f\u3089, \u300cOK\u300d\u3092\u30af\u30ea\u30c3\u30af\u3057\u305f\u308a\u300cEnter\u300d\u3092\u62bc\u3057\u305f\u308a\u306f\u305b\u305a\u306b, \u300cCtrl\u300d+\u300cShift\u300d+\u300cEnter\u300d\u3092\u62bc\u3057\u307e\u3059. (\u4e0b\u8a18 0.3.3.2 \u53c2\u7167)<\/p>\n<h5>0.1.1.2 XLPack\u30bd\u30eb\u30d0\u30fc<\/h5>\n<p>Excel \u306b\u6a19\u6e96\u6dfb\u4ed8\u3055\u308c\u3066\u3044\u308b\u30bd\u30eb\u30d0\u30fc\u3068\u540c\u3058\u3088\u3046\u306b, \u30e1\u30cb\u30e5\u30fc\u64cd\u4f5c\u3067\u6307\u5b9a\u3055\u308c\u305f\u30bb\u30eb\u3092\u53c2\u7167\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u8a08\u7b97\u3092\u3059\u3059\u3081\u308b\u30a2\u30c9\u30a4\u30f3\u3067\u3059. \u6570\u5f0f\u3068\u305d\u308c\u306b\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u3092\u30ef\u30fc\u30af\u30b7\u30fc\u30c8\u306b\u5165\u529b\u3059\u308b\u3060\u3051\u3067\u8a08\u7b97\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059. (\u4e0b\u8a18 0.3.3.4 \u53c2\u7167)<\/p>\n<p>\u5bfe\u8c61\u3068\u306a\u308b\u306e\u306f\u975e\u7dda\u5f62\u65b9\u7a0b\u5f0f, \u975e\u7dda\u5f62\u6700\u9069\u5316, \u975e\u7dda\u5f62\u6700\u5c0f\u4e8c\u4e57\u6cd5, \u6570\u5024\u7a4d\u5206\u304a\u3088\u3073\u5e38\u5fae\u5206\u65b9\u7a0b\u5f0f\u3067\u3059.<\/p>\n<h4>0.1.2 VBA \u6570\u5024\u8a08\u7b97\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3092\u30b5\u30dd\u30fc\u30c8<\/h4>\n<h5>0.1.2.1 VBA \u30b5\u30d6\u30eb\u30fc\u30c1\u30f3\uff0f\u95a2\u6570\u30e9\u30a4\u30d6\u30e9\u30ea<\/h5>\n<p>VBA \u30b5\u30d6\u30eb\u30fc\u30c1\u30f3\uff0f\u95a2\u6570\u30e9\u30a4\u30d6\u30e9\u30ea\u306f VBA \u30d7\u30ed\u30b0\u30e9\u30e0\u304b\u3089\u547c\u3073\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u308b\u30b5\u30d6\u30eb\u30fc\u30c1\u30f3\uff0f\u95a2\u6570\u7fa4\u3067\u3059. VBA \u306b\u3088\u308b\u6570\u5024\u8a08\u7b97\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u304c\u5fc5\u8981\u306a\u3068\u304d\u306b\u3053\u308c\u3089\u3092\u4f7f\u3046\u3053\u3068\u306b\u3088\u308a, \u6570\u5024\u8a08\u7b97\u306e\u5c02\u9580\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306f\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u4efb\u305b\u3066, \u4e3b\u306b\u5165\u51fa\u529b\u90e8\u5206\u3060\u3051\u3092\u4f5c\u308c\u3070\u3088\u3044\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059. (\u4e0b\u8a18 0.3.3.3 \u53c2\u7167)<\/p>\n<h3>0.2 \u5bfe\u8c61\u3068\u3059\u308b\u6570\u5024\u8a08\u7b97\u306e\u5206\u91ce<\/h3>\n<p>XLPack\u306f\u4e0b\u8a18\u306e\u3088\u3046\u306b\u4e00\u822c\u7684\u306a\u6570\u5024\u8a08\u7b97\u306e\u307b\u307c\u3059\u3079\u3066\u306e\u5206\u91ce\u3092\u30ab\u30d0\u30fc\u3057\u3066\u3044\u307e\u3059. \u6b21\u7ae0\u4ee5\u4e0b\u3067\u306f\u305d\u308c\u305e\u308c\u306b\u3064\u3044\u3066\u4f8b\u984c\u3092\u7528\u3044\u3066\u4f7f\u3044\u65b9\u3092\u8aac\u660e\u3057\u307e\u3059.<\/p>\n<p>1. <a href=\"https:\/\/www.ktech.biz\/jp\/tutorial\/1-sf\/\">\u7279\u6b8a\u95a2\u6570<\/a><br \/>\n2. <a href=\"https:\/\/www.ktech.biz\/jp\/tutorial\/2-lineq\/\">\u9023\u7acb\u4e00\u6b21\u65b9\u7a0b\u5f0f<\/a><br \/>\n3. <a href=\"https:\/\/www.ktech.biz\/jp\/tutorial\/3-eigen\/\">\u56fa\u6709\u5024\u30fb\u56fa\u6709\u30d9\u30af\u30c8\u30eb<\/a><br \/>\n4. <a href=\"https:\/\/www.ktech.biz\/jp\/tutorial\/4-lsq\/\">\u7dda\u5f62\u6700\u5c0f\u4e8c\u4e57\u6cd5<\/a><br \/>\n5. <a href=\"https:\/\/www.ktech.biz\/jp\/tutorial\/5-int\/\">\u88dc\u9593\u6cd5<\/a><br \/>\n6. <a href=\"https:\/\/www.ktech.biz\/jp\/tutorial\/6-alg\/\">\u4ee3\u6570\u65b9\u7a0b\u5f0f<\/a><br \/>\n7. <a href=\"https:\/\/www.ktech.biz\/jp\/tutorial\/7-nleq1\/\">1 \u5909\u6570\u975e\u7dda\u5f62\u65b9\u7a0b\u5f0f<\/a><br \/>\n8. <a href=\"https:\/\/www.ktech.biz\/jp\/tutorial\/8-nleq\/\">\u591a\u5909\u6570\u975e\u7dda\u5f62\u65b9\u7a0b\u5f0f<\/a><br \/>\n9. <a href=\"https:\/\/www.ktech.biz\/jp\/tutorial\/9-nlopt1\/\">1 \u5909\u6570\u975e\u7dda\u5f62\u6700\u9069\u5316<\/a><br \/>\n10. <a href=\"https:\/\/www.ktech.biz\/jp\/tutorial\/10-nlopt\/\">\u591a\u5909\u6570\u975e\u7dda\u5f62\u6700\u9069\u5316<\/a><br \/>\n11. <a href=\"https:\/\/www.ktech.biz\/jp\/tutorial\/11-quad\/\">\u6570\u5024\u7a4d\u5206<\/a><br \/>\n12. <a href=\"https:\/\/www.ktech.biz\/jp\/tutorial\/12-ode\/\">\u5e38\u5fae\u5206\u65b9\u7a0b\u5f0f (ODE)<\/a><br \/>\n13. <a href=\"https:\/\/www.ktech.biz\/jp\/tutorial\/13-fft\/\">\u9ad8\u901f\u30d5\u30fc\u30ea\u30a8\u5909\u63db (FFT)<\/a><br \/>\n14. <a href=\"https:\/\/www.ktech.biz\/jp\/tutorial\/14-nlsq\/\">\u975e\u7dda\u5f62\u6700\u5c0f\u4e8c\u4e57\u6cd5<\/a><br \/>\n15. <a href=\"https:\/\/www.ktech.biz\/jp\/tutorial\/15-rand\/\">\u4e71\u6570<\/a><br \/>\n16. <a href=\"https:\/\/www.ktech.biz\/jp\/tutorial\/16-sparse\/\">\u758e\u884c\u5217\u306e\u7dda\u5f62\u8a08\u7b97\u304a\u3088\u3073\u504f\u5fae\u5206\u65b9\u7a0b\u5f0f (PDE)<\/a><\/p>\n<h3>0.3 \u4f8b\u984c\u30ef\u30fc\u30af\u30b7\u30fc\u30c8\u306e\u5165\u624b\u3068\u4f7f\u7528\u65b9\u6cd5<\/h3>\n<h4>0.3.1 \u4f8b\u984c\u30ef\u30fc\u30af\u30b7\u30fc\u30c8\u306e\u5165\u624b<\/h4>\n<p>\u4f8b\u984c\u30ef\u30fc\u30af\u30b7\u30fc\u30c8\u3092\u4e0b\u8a18\u3067\u516c\u958b\u3057\u3066\u3044\u307e\u3059. \u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u4f7f\u7528\u3067\u304d\u307e\u3059.<br \/>\n<a href=\"https:\/\/github.com\/KTechnologies\/XLPack-Tutorial\" target=\"_blank\" rel=\"noopener noreferrer\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.ktech.biz\/jp\/wp-content\/uploads\/sites\/2\/2022\/10\/GitHub_Logo_48.png\" alt=\"\" width=\"117\" height=\"48\" class=\"alignleft size-full wp-image-4128\" \/><\/a><br \/>\n&nbsp;<br \/>\n(\u5225\u30bf\u30d6\u3067\u958b\u304d\u307e\u3059)<\/p>\n<hr \/>\n<p style=\"padding-left: 40px;\">\u53c2\u8003 &#8211; \u3088\u308a\u591a\u304f\u306e\u6a5f\u80fd\u3092\u4f7f\u7528\u3057\u305f\u30b5\u30f3\u30d7\u30eb\u30fb\u30ef\u30fc\u30af\u30b7\u30fc\u30c8\u3092\u4e0b\u8a18\u3067\u516c\u958b\u3057\u3066\u3044\u307e\u3059. \u3053\u3061\u3089\u3082\u3054\u5229\u7528\u304f\u3060\u3055\u3044.<br \/>\n<a href=\"https:\/\/www.ktech.biz\/jp\/support\/downloads\/\">\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<\/a> \u306e\u300c\u30b5\u30f3\u30d7\u30eb\u30ef\u30fc\u30af\u30b7\u30fc\u30c8\u300d\u3092\u3054\u89a7\u304f\u3060\u3055\u3044.<\/p>\n<hr \/>\n<h4>0.3.2 \u4f8b\u984c\u30ef\u30fc\u30af\u30b7\u30fc\u30c8\u4f7f\u7528\u306e\u524d\u306b<\/h4>\n<p>\u4f8b\u984c\u30ef\u30fc\u30af\u30b7\u30fc\u30c8\u3092\u4f7f\u7528\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u74b0\u5883\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059.<\/p>\n<ul>\n<li>Windows 10 (\u30d0\u30fc\u30b8\u30e7\u30f3 22H2) \u307e\u305f\u306f Windows 11<\/li>\n<li>Office 365, 2024, 2021, 2019 \u307e\u305f\u306f 2016 \u306e Excel<\/li>\n<\/ul>\n<p>\u3053\u308c\u3089\u304c\u6e80\u305f\u3055\u308c\u3066\u3044\u308c\u3070 <a href=\"https:\/\/www.ktech.biz\/jp\/manual\/xlpack-70-guide\/\">\u30e6\u30fc\u30b6\u30fc\u30ac\u30a4\u30c9<\/a> \u306e\u6b21\u306e\u9805\u76ee\u306b\u5f93\u3063\u3066\u5fc5\u8981\u306a\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304a\u3088\u3073\u8a2d\u5b9a\u3092\u884c\u3044\u307e\u3059.<\/p>\n<ul>\n<li>XLPack Basic \u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb (\u30e6\u30fc\u30b6\u30fc\u30ac\u30a4\u30c9 3 \u9805)<\/li>\n<li>\u30a2\u30c9\u30a4\u30f3\u306e\u7d44\u307f\u8fbc\u307f (\u30e6\u30fc\u30b6\u30fc\u30ac\u30a4\u30c9 5 \u9805\u306e\u300c\u30a2\u30c9\u30a4\u30f3\u306e\u7d44\u307f\u8fbc\u307f\u300d)<\/li>\n<\/ul>\n<p>\u4ee5\u4e0a\u3067\u6e96\u5099\u5b8c\u4e86\u3067\u3059.<\/p>\n<h4>0.3.3 \u4f8b\u984c\u30ef\u30fc\u30af\u30b7\u30fc\u30c8\u306e\u4f7f\u7528\u65b9\u6cd5<\/h4>\n<h5>0.3.3.1 \u4f8b\u984c\u30d6\u30c3\u30af\u306e\u69cb\u6210<\/h5>\n<p>\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u305f\u4f8b\u984c\u30d6\u30c3\u30af\u306b\u306f 3 \u7a2e\u985e\u306e\u4f8b\u984c\u30ef\u30fc\u30af\u30b7\u30fc\u30c8\u304c\u5165\u3063\u3066\u3044\u307e\u3059. \u3059\u306a\u308f\u3061, \u30ef\u30fc\u30af\u30b7\u30fc\u30c8\u95a2\u6570\u3092\u4f7f\u7528\u3057\u305f\u30ef\u30fc\u30af\u30b7\u30fc\u30c8, VBA \u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u4f7f\u7528\u3057\u305f\u30ef\u30fc\u30af\u30b7\u30fc\u30c8, \u305d\u3057\u3066, \u30bd\u30eb\u30d0\u30fc\u3092\u4f7f\u7528\u3057\u305f\u30ef\u30fc\u30af\u30b7\u30fc\u30c8\u3067\u3059.<\/p>\n<p>\u30ef\u30fc\u30af\u30b7\u30fc\u30c8\u540d\u306f\u300cEx + \u6570\u5b57 + \u8a18\u53f7\u300d\u3068\u306a\u3063\u3066\u3044\u307e\u3059. \u6570\u5b57\u306f\u672c\u5165\u9580\u7de8\u306e\u7ae0\u756a\u53f7\u3067\u3059. \u8a18\u53f7\u306f, W \u306f\u30ef\u30fc\u30af\u30b7\u30fc\u30c8\u95a2\u6570\u3092\u4f7f\u7528\u3057\u305f\u3082\u306e, S \u306f\u30bd\u30eb\u30d0\u30fc\u3092\u4f7f\u7528\u3057\u305f\u3082\u306e\u3092\u8868\u3057\u307e\u3059. \u8a18\u53f7\u304c\u306a\u3044\u3082\u306e\u306f VBA \u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u4f7f\u7528\u3057\u305f\u3082\u306e\u3092\u8868\u3057\u307e\u3059.<\/p>\n<p>\u4f8b.<\/p>\n<p style=\"padding-left: 40px;\">\nEx2 &#8211; \u300c2. \u9023\u7acb\u4e00\u6b21\u65b9\u7a0b\u5f0f\u300d\u306e\u4f8b\u984c\u3067 VBA \u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u4f7f\u7528\u3057\u305f\u30ef\u30fc\u30af\u30b7\u30fc\u30c8<br \/>\nEx2W &#8211; \u300c2. \u9023\u7acb\u4e00\u6b21\u65b9\u7a0b\u5f0f\u300d\u306e\u4f8b\u984c\u3067\u30ef\u30fc\u30af\u30b7\u30fc\u30c8\u95a2\u6570\u3092\u4f7f\u7528\u3057\u305f\u30ef\u30fc\u30af\u30b7\u30fc\u30c8<br \/>\nEx8S &#8211; \u300c8. \u975e\u7dda\u5f62\u9023\u7acb\u65b9\u7a0b\u5f0f\u300d\u306e\u4f8b\u984c\u3067\u30bd\u30eb\u30d0\u30fc\u3092\u4f7f\u7528\u3057\u305f\u30ef\u30fc\u30af\u30b7\u30fc\u30c8\n<\/p>\n<p>VBA \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u5165\u3063\u3066\u3044\u308b\u6a19\u6e96\u30e2\u30b8\u30e5\u30fc\u30eb\u540d\u306f\u300cEx + \u6570\u5b57\u300d\u3068\u306a\u3063\u3066\u3044\u307e\u3059. \u6570\u5b57\u306f\u7ae0\u756a\u53f7\u3067\u3059.<\/p>\n<h5>0.3.3.2 \u30ef\u30fc\u30af\u30b7\u30fc\u30c8\u95a2\u6570\u3092\u4f7f\u7528\u3057\u305f\u4f8b\u984c\u30ef\u30fc\u30af\u30b7\u30fc\u30c8\u306e\u4f7f\u7528\u6cd5<\/h5>\n<p>\u300c2. \u9023\u7acb\u4e00\u6b21\u65b9\u7a0b\u5f0f\u300d\u306e\u4f8b\u3092\u4f7f\u3063\u3066\u8aac\u660e\u3057\u307e\u3059.<\/p>\n<hr\/>\n<h6>\u4f8b\u984c<\/h6>\n<p>\u6b21\u306e\u9023\u7acb\u4e00\u6b21\u65b9\u7a0b\u5f0f\u3092\u89e3\u304f.<br \/>\n\\[<br \/>\n\\begin{align}<br \/>\n&#038; 10x_1 &#8211; 7x_2 = 7 \\\\<br \/>\n&#038; -3&#215;1 + 2x_2 + 6x_3 = 4 \\\\<br \/>\n&#038; 5x_1 &#8211; x_2 + 5x_3 = 6 \\\\<br \/>\n\\end{align}<br \/>\n\\]\n\u3053\u308c\u306f, \u884c\u5217\u3067\u8868\u3059\u3068\u6b21\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059.<br \/>\n\\[<br \/>\n\\boldsymbol{A}\\boldsymbol{x} = \\boldsymbol{b}<br \/>\n\\]\n\u305f\u3060\u3057,<br \/>\n\\[<br \/>\n\\boldsymbol{A} =<br \/>\n\\begin{pmatrix}<br \/>\n10 &#038; -7 &#038; 0 \\\\<br \/>\n-3 &#038; 2 &#038; 6 \\\\<br \/>\n5 &#038; -1 &#038; 5 \\\\<br \/>\n\\end{pmatrix},<br \/>\n\\boldsymbol{b} =<br \/>\n\\begin{pmatrix}<br \/>\n7 \\\\<br \/>\n4 \\\\<br \/>\n6 \\\\<br \/>\n\\end{pmatrix},<br \/>\n\\boldsymbol{x} =<br \/>\n\\begin{pmatrix}<br \/>\nx_1 \\\\<br \/>\nx_2 \\\\<br \/>\nx_3 \\\\<br \/>\n\\end{pmatrix}<br \/>\n\\]\n\u3053\u3053\u3067, \\(\\boldsymbol{A}\\) \u306f\u4fc2\u6570\u884c\u5217, \\(\\boldsymbol{b}\\) \u306f\u53f3\u8fba\u30d9\u30af\u30c8\u30eb, \\(\\boldsymbol{x}\\) \u306f\u89e3\u30d9\u30af\u30c8\u30eb\u3067\u3059.<\/p>\n<hr\/>\n<p>\u4f8b\u984c\u30ef\u30fc\u30af\u30b7\u30fc\u30c8\u3067\u306f, \u30aa\u30ec\u30f3\u30b8\u8272\u306e\u30bb\u30eb\u306f\u30c7\u30fc\u30bf(\u5834\u5408\u306b\u3088\u3063\u3066\u306f\u5f0f)\u3092\u5165\u529b\u3059\u308b\u3053\u3068\u3092\u8868\u3057, \u7dd1\u8272\u306e\u30bb\u30eb\u306b\u306f\u30ef\u30fc\u30af\u30b7\u30fc\u30c8\u95a2\u6570\u3092\u5165\u529b\u3059\u308b\u3053\u3068\u3092\u8868\u3057\u307e\u3059.<\/p>\n<p>\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u4f8b\u984c\u30ef\u30fc\u30af\u30b7\u30fc\u30c8\u3067\u306f\u7dd1\u8272\u306e\u30bb\u30eb\u306b\u30ef\u30fc\u30af\u30b7\u30fc\u30c8\u95a2\u6570\u3092\u5165\u529b\u6e08\u3067\u3059\u304c, \u3053\u3053\u3067\u306f\u6700\u521d\u304b\u3089\u8aac\u660e\u3057\u307e\u3059.<\/p>\n<p>\u307e\u305a, \u30ef\u30fc\u30af\u30b7\u30fc\u30c8\u306e\u9069\u5f53\u306a\u5834\u6240\u306b\u4fc2\u6570\u884c\u5217 \\(\\boldsymbol{A}\\) \u3068\u53f3\u8fba\u30d9\u30af\u30c8\u30eb \\(\\boldsymbol{b}\\) \u306e\u30c7\u30fc\u30bf\u3092\u5165\u529b\u3057\u307e\u3059(\u30aa\u30ec\u30f3\u30b8\u8272\u306e\u30bb\u30eb). \u305d\u3057\u3066, \u89e3\u30d9\u30af\u30c8\u30eb\u3092\u5165\u308c\u308b\u5834\u6240\u3068\u3057\u3066(\u89e3\u306e\u8981\u7d20\u6570 + 2)\u500b\u306e\u30bb\u30eb\u3092\u9078\u629e\u3057\u307e\u3059(\u7dd1\u8272\u306e\u30bb\u30eb).<\/p>\n<p>\u3053\u3053\u3067, \u6570\u5f0f\u30d0\u30fc\u306e fx \u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u3068, \u4f7f\u7528\u3059\u308b\u95a2\u6570\u3092\u805e\u304b\u308c\u308b\u306e\u3067, \u95a2\u6570\u306e\u5206\u985e XLPack \u3088\u308a WDgesv \u3092\u9078\u629e\u3057\u307e\u3059.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.ktech.biz\/jp\/wp-content\/uploads\/sites\/2\/2022\/10\/Ex2W_4.png\" alt=\"\" width=\"978\" height=\"787\" class=\"aligncenter size-full wp-image-4076\" srcset=\"https:\/\/www.ktech.biz\/jp\/wp-content\/uploads\/sites\/2\/2022\/10\/Ex2W_4.png 978w, https:\/\/www.ktech.biz\/jp\/wp-content\/uploads\/sites\/2\/2022\/10\/Ex2W_4-300x241.png 300w, https:\/\/www.ktech.biz\/jp\/wp-content\/uploads\/sites\/2\/2022\/10\/Ex2W_4-768x618.png 768w\" sizes=\"auto, (max-width: 978px) 100vw, 978px\" \/><\/p>\n<p>\u5fc5\u8981\u306a\u30d1\u30e9\u30e1\u30fc\u30bf(N, A, B, Nrhs)\u306e\u5165\u529b\u3092\u8981\u6c42\u3055\u308c\u308b\u306e\u3067, \u305d\u308c\u305e\u308c\u306b\u9069\u5207\u306a\u5024\u3092\u5165\u529b\u3057\u307e\u3059.<\/p>\n<p>N: \u8981\u7d20\u6570(\u3053\u306e\u4f8b\u3067\u306f 3)<br \/>\nA: \u4fc2\u6570\u884c\u5217 \\(\\boldsymbol{A}\\) \u306e\u7bc4\u56f2<br \/>\nB: \u53f3\u8fba\u30d9\u30af\u30c8\u30eb \\(\\boldsymbol{b}\\) \u306e\u7bc4\u56f2<br \/>\nNrhs: \u53f3\u8fba\u30d9\u30af\u30c8\u30eb\u306e\u672c\u6570 (\u5165\u529b\u3092\u7701\u7565\u53ef. 1 \u3068\u307f\u306a\u3059)<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.ktech.biz\/jp\/wp-content\/uploads\/sites\/2\/2022\/10\/Ex2W_1.png\" alt=\"\" width=\"978\" height=\"786\" class=\"aligncenter size-full wp-image-4075\" srcset=\"https:\/\/www.ktech.biz\/jp\/wp-content\/uploads\/sites\/2\/2022\/10\/Ex2W_1.png 978w, https:\/\/www.ktech.biz\/jp\/wp-content\/uploads\/sites\/2\/2022\/10\/Ex2W_1-300x241.png 300w, https:\/\/www.ktech.biz\/jp\/wp-content\/uploads\/sites\/2\/2022\/10\/Ex2W_1-768x617.png 768w\" sizes=\"auto, (max-width: 978px) 100vw, 978px\" \/><\/p>\n<p>\u5165\u529b\u304c\u7d42\u4e86\u3057\u305f\u3089 Ctrl + Shift + Enter \u3092\u62bc\u3057\u307e\u3059.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.ktech.biz\/jp\/wp-content\/uploads\/sites\/2\/2022\/10\/Ex2W_2.png\" alt=\"\" width=\"979\" height=\"786\" class=\"aligncenter size-full wp-image-4055\" srcset=\"https:\/\/www.ktech.biz\/jp\/wp-content\/uploads\/sites\/2\/2022\/10\/Ex2W_2.png 979w, https:\/\/www.ktech.biz\/jp\/wp-content\/uploads\/sites\/2\/2022\/10\/Ex2W_2-300x241.png 300w, https:\/\/www.ktech.biz\/jp\/wp-content\/uploads\/sites\/2\/2022\/10\/Ex2W_2-768x617.png 768w\" sizes=\"auto, (max-width: 979px) 100vw, 979px\" \/><\/p>\n<p>\u3053\u308c\u3067, \u89e3 \\(\\boldsymbol{x} = \\begin{pmatrix} 0 &#038; -1 &#038; 1\\end{pmatrix}^T\\) \u304c\u6c42\u3081\u3089\u308c\u307e\u3057\u305f. \u306a\u304a, \u8868\u793a\u3055\u308c\u3066\u3044\u308b 0.078283 \u306f\u6761\u4ef6\u6570\u306e\u63a8\u5b9a\u5024\u306e\u9006\u6570, \u4e00\u756a\u4e0b\u306e 0 \u306f\u30ea\u30bf\u30fc\u30f3\u30b3\u30fc\u30c9(\u6b63\u5e38\u7d42\u4e86\u3092\u793a\u3059)\u3067\u3059.<\/p>\n<p>\\(\\boldsymbol{x}\\) \u306e\u5834\u6240\u3092 2 \u3064\u4f59\u5206\u306b\u78ba\u4fdd\u3057\u305f\u306e\u306f\u3053\u308c\u3089\u3092\u8868\u793a\u3055\u305b\u308b\u305f\u3081\u3067\u3059. \u3057\u304b\u3057, \u3053\u306e\u4f8b\u3067\u306f 3 \u30bb\u30eb\u3060\u3051\u9078\u629e\u3057\u3066\u3082\u69cb\u308f\u306a\u304f, \u305d\u306e\u5834\u5408\u306f\u89e3\u3060\u3051\u304c\u8868\u793a\u3055\u308c\u307e\u3059.<\/p>\n<h5>0.3.3.3 VBA \u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u4f7f\u7528\u3057\u305f\u4f8b\u984c\u30ef\u30fc\u30af\u30b7\u30fc\u30c8\u306e\u4f7f\u7528\u6cd5<\/h5>\n<p>\u4e0a\u3068\u540c\u69d8\u306b\u300c2. \u9023\u7acb\u4e00\u6b21\u65b9\u7a0b\u5f0f\u300d\u306e\u4f8b\u3092\u4f7f\u3063\u3066\u8aac\u660e\u3057\u307e\u3059.<\/p>\n<p>\u30aa\u30ec\u30f3\u30b8\u8272\u306e\u30bb\u30eb\u306f\u30c7\u30fc\u30bf(\u5834\u5408\u306b\u3088\u3063\u3066\u306f\u5f0f)\u3092\u5165\u529b\u3059\u308b\u3053\u3068\u3092\u8868\u3057, \u7dd1\u8272\u306e\u30bb\u30eb\u306f VBA \u30d7\u30ed\u30b0\u30e9\u30e0\u304c\u66f8\u304d\u8fbc\u3080\u30bb\u30eb\u3092\u8868\u3057\u307e\u3059.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.ktech.biz\/jp\/wp-content\/uploads\/sites\/2\/2022\/10\/Ex2_1.png\" alt=\"\" width=\"979\" height=\"786\" class=\"aligncenter size-full wp-image-4050\" srcset=\"https:\/\/www.ktech.biz\/jp\/wp-content\/uploads\/sites\/2\/2022\/10\/Ex2_1.png 979w, https:\/\/www.ktech.biz\/jp\/wp-content\/uploads\/sites\/2\/2022\/10\/Ex2_1-300x241.png 300w, https:\/\/www.ktech.biz\/jp\/wp-content\/uploads\/sites\/2\/2022\/10\/Ex2_1-768x617.png 768w\" sizes=\"auto, (max-width: 979px) 100vw, 979px\" \/><\/p>\n<p>\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u6a19\u6e96\u30e2\u30b8\u30e5\u30fc\u30eb Ex2 \u306b\u5165\u3063\u3066\u3044\u307e\u3059.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.ktech.biz\/jp\/wp-content\/uploads\/sites\/2\/2022\/10\/Ex2_4.png\" alt=\"\" width=\"944\" height=\"681\" class=\"aligncenter size-full wp-image-4053\" srcset=\"https:\/\/www.ktech.biz\/jp\/wp-content\/uploads\/sites\/2\/2022\/10\/Ex2_4.png 944w, https:\/\/www.ktech.biz\/jp\/wp-content\/uploads\/sites\/2\/2022\/10\/Ex2_4-300x216.png 300w, https:\/\/www.ktech.biz\/jp\/wp-content\/uploads\/sites\/2\/2022\/10\/Ex2_4-768x554.png 768w\" sizes=\"auto, (max-width: 944px) 100vw, 944px\" \/><\/p>\n<p>\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u5b9f\u884c\u3059\u308b\u305f\u3081\u306b\u306f\u300c\u958b\u767a\u300d\u300c\u30de\u30af\u30ed\u300d\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066 Ex2.Start \u3092\u9078\u3073\u300c\u5b9f\u884c\u300d\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059. \u306a\u304a, \u30dc\u30bf\u30f3\u300cStart\u300d\u306b\u306f Start \u30de\u30af\u30ed\u304c\u767b\u9332\u3055\u308c\u3066\u3044\u307e\u3059. \u3053\u308c\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u5b9f\u884c\u3092\u958b\u59cb\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.ktech.biz\/jp\/wp-content\/uploads\/sites\/2\/2022\/10\/Ex2_2.png\" alt=\"\" width=\"979\" height=\"786\" class=\"aligncenter size-full wp-image-4051\" srcset=\"https:\/\/www.ktech.biz\/jp\/wp-content\/uploads\/sites\/2\/2022\/10\/Ex2_2.png 979w, https:\/\/www.ktech.biz\/jp\/wp-content\/uploads\/sites\/2\/2022\/10\/Ex2_2-300x241.png 300w, https:\/\/www.ktech.biz\/jp\/wp-content\/uploads\/sites\/2\/2022\/10\/Ex2_2-768x617.png 768w\" sizes=\"auto, (max-width: 979px) 100vw, 979px\" \/><\/p>\n<p>\u7dd1\u8272\u306e\u30bb\u30eb\u306b\u7d50\u679c\u304c\u66f8\u304d\u8fbc\u307e\u308c\u307e\u3059.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.ktech.biz\/jp\/wp-content\/uploads\/sites\/2\/2022\/10\/Ex2_3.png\" alt=\"\" width=\"979\" height=\"786\" class=\"aligncenter size-full wp-image-4052\" srcset=\"https:\/\/www.ktech.biz\/jp\/wp-content\/uploads\/sites\/2\/2022\/10\/Ex2_3.png 979w, https:\/\/www.ktech.biz\/jp\/wp-content\/uploads\/sites\/2\/2022\/10\/Ex2_3-300x241.png 300w, https:\/\/www.ktech.biz\/jp\/wp-content\/uploads\/sites\/2\/2022\/10\/Ex2_3-768x617.png 768w\" sizes=\"auto, (max-width: 979px) 100vw, 979px\" \/><\/p>\n<p>\u30dc\u30bf\u30f3\u300cClear\u300d\u306b\u306f\u7dd1\u8272\u306e\u30bb\u30eb\u3092\u30af\u30ea\u30a2\u3059\u308b\u30de\u30af\u30ed\u304c\u767b\u9332\u3055\u308c\u3066\u3044\u307e\u3059.<\/p>\n<h5>0.3.3.4 \u30bd\u30eb\u30d0\u30fc\u3092\u4f7f\u7528\u3057\u305f\u4f8b\u984c\u30ef\u30fc\u30af\u30b7\u30fc\u30c8\u306e\u4f7f\u7528\u6cd5<\/h5>\n<p>\u300c8. \u975e\u7dda\u5f62\u9023\u7acb\u65b9\u7a0b\u5f0f\u300d\u306e\u4f8b\u3092\u4f7f\u3063\u3066\u8aac\u660e\u3057\u307e\u3059.<\/p>\n<hr\/>\n<h6>\u4f8b\u984c<\/h6>\n<p>\u6b21\u306e\u975e\u7dda\u5f62\u9023\u7acb\u65b9\u7a0b\u5f0f\u3092\u89e3\u304f.<br \/>\n\\[<br \/>\n\\begin{align}<br \/>\n&#038;f_1(x_1, x_2) = 4x_1^2 + x_2^2 &#8211; 16 = 0 \\\\<br \/>\n&#038;f_2(x_1, x_2) = x_1^2 + x_2^2 &#8211; 9 = 0 \\\\<br \/>\n\\end{align}<br \/>\n\\]\n\u30aa\u30ec\u30f3\u30b8\u8272\u306e\u30bb\u30eb\u306f\u30c7\u30fc\u30bf(\u5834\u5408\u306b\u3088\u3063\u3066\u306f\u5f0f)\u3092\u5165\u529b\u3059\u308b\u3053\u3068\u3092\u8868\u3057, \u7dd1\u8272\u306e\u30bb\u30eb\u306f\u30bd\u30eb\u30d0\u30fc\u304c\u66f8\u304d\u8fbc\u3080\u30bb\u30eb\u3092\u8868\u3057, \u9752\u8272\u306e\u30bb\u30eb\u306f\u30bd\u30eb\u30d0\u30fc\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u4fdd\u5b58\u9818\u57df\u3092\u8868\u3057\u307e\u3059.<\/p>\n<p>\u30bb\u30eb A5, B5 \u306f, \u305d\u308c\u305e\u308c\u5909\u6570 \\(x_1\\), \\(x_2\\) \u3068\u3057\u3066\u4f7f\u7528\u3059\u308b\u3053\u3068\u306b\u3057\u307e\u3059. \u30bb\u30eb B9 \u306b\u306f\u7b2c1\u5f0f(=4*B8^2+C8^2-16), C9 \u306b\u306f\u7b2c2\u5f0f(=B8^2+C8^2-9)\u3092\u5165\u529b\u3057\u3066\u304a\u304d\u307e\u3059.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.ktech.biz\/jp\/wp-content\/uploads\/sites\/2\/2022\/10\/Ex8S_1.png\" alt=\"\" width=\"979\" height=\"786\" class=\"aligncenter size-full wp-image-4056\" srcset=\"https:\/\/www.ktech.biz\/jp\/wp-content\/uploads\/sites\/2\/2022\/10\/Ex8S_1.png 979w, https:\/\/www.ktech.biz\/jp\/wp-content\/uploads\/sites\/2\/2022\/10\/Ex8S_1-300x241.png 300w, https:\/\/www.ktech.biz\/jp\/wp-content\/uploads\/sites\/2\/2022\/10\/Ex8S_1-768x617.png 768w\" sizes=\"auto, (max-width: 979px) 100vw, 979px\" \/><\/p>\n<p>\u300c\u30a2\u30c9\u30a4\u30f3\u300d\u300cXLPack \u30bd\u30eb\u30d0\u30fc\u300d\u304b\u3089\u300c\u975e\u7dda\u5f62\u9023\u7acb\u65b9\u7a0b\u5f0f\u300d\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.ktech.biz\/jp\/wp-content\/uploads\/sites\/2\/2022\/10\/Ex8S_2.png\" alt=\"\" width=\"979\" height=\"786\" class=\"aligncenter size-full wp-image-4057\" srcset=\"https:\/\/www.ktech.biz\/jp\/wp-content\/uploads\/sites\/2\/2022\/10\/Ex8S_2.png 979w, https:\/\/www.ktech.biz\/jp\/wp-content\/uploads\/sites\/2\/2022\/10\/Ex8S_2-300x241.png 300w, https:\/\/www.ktech.biz\/jp\/wp-content\/uploads\/sites\/2\/2022\/10\/Ex8S_2-768x617.png 768w\" sizes=\"auto, (max-width: 979px) 100vw, 979px\" \/><\/p>\n<p>\u300c\u4fdd\u5b58\/\u8aad\u8fbc(S)\u300d\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059.<\/p>\n<p>\u9752\u8272\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u4fdd\u5b58\u9818\u57df\u3092\u9078\u629e\u3057, \u300c\u8aad\u8fbc\u300d\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.ktech.biz\/jp\/wp-content\/uploads\/sites\/2\/2022\/10\/Ex8S_3.png\" alt=\"\" width=\"979\" height=\"786\" class=\"aligncenter size-full wp-image-4058\" \/><\/p>\n<p>\u5fc5\u8981\u306a\u30d1\u30e9\u30e1\u30fc\u30bf\u304c\u30bd\u30eb\u30d0\u30fc\u306b\u8a2d\u5b9a\u3055\u308c\u307e\u3059.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.ktech.biz\/jp\/wp-content\/uploads\/sites\/2\/2022\/10\/Ex8S_4.png\" alt=\"\" width=\"979\" height=\"786\" class=\"aligncenter size-full wp-image-4059\" srcset=\"https:\/\/www.ktech.biz\/jp\/wp-content\/uploads\/sites\/2\/2022\/10\/Ex8S_4.png 979w, https:\/\/www.ktech.biz\/jp\/wp-content\/uploads\/sites\/2\/2022\/10\/Ex8S_4-300x241.png 300w, https:\/\/www.ktech.biz\/jp\/wp-content\/uploads\/sites\/2\/2022\/10\/Ex8S_4-768x617.png 768w\" sizes=\"auto, (max-width: 979px) 100vw, 979px\" \/><\/p>\n<p>\u300c\u8a08\u7b97\u958b\u59cb\u300d\u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u3068, \u7dd1\u8272\u306e\u30bb\u30eb\u306b\u7d50\u679c\u304c\u66f8\u304d\u8fbc\u307e\u308c\u307e\u3059.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.ktech.biz\/jp\/wp-content\/uploads\/sites\/2\/2022\/10\/Ex8S_5.png\" alt=\"\" width=\"979\" height=\"786\" class=\"aligncenter size-full wp-image-4060\" srcset=\"https:\/\/www.ktech.biz\/jp\/wp-content\/uploads\/sites\/2\/2022\/10\/Ex8S_5.png 979w, https:\/\/www.ktech.biz\/jp\/wp-content\/uploads\/sites\/2\/2022\/10\/Ex8S_5-300x241.png 300w, https:\/\/www.ktech.biz\/jp\/wp-content\/uploads\/sites\/2\/2022\/10\/Ex8S_5-768x617.png 768w\" sizes=\"auto, (max-width: 979px) 100vw, 979px\" \/><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6982\u8981, \u4f8b\u984c\u30ef\u30fc\u30af\u30b7\u30fc\u30c8\u306e\u5165\u624b\u65b9\u6cd5\u3068\u4f7f\u3044\u65b9<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[10],"tags":[],"class_list":["post-4703","post","type-post","status-publish","format-standard","hentry","category-tutorial"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.ktech.biz\/jp\/wp-json\/wp\/v2\/posts\/4703","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.ktech.biz\/jp\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.ktech.biz\/jp\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.ktech.biz\/jp\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ktech.biz\/jp\/wp-json\/wp\/v2\/comments?post=4703"}],"version-history":[{"count":5,"href":"https:\/\/www.ktech.biz\/jp\/wp-json\/wp\/v2\/posts\/4703\/revisions"}],"predecessor-version":[{"id":5032,"href":"https:\/\/www.ktech.biz\/jp\/wp-json\/wp\/v2\/posts\/4703\/revisions\/5032"}],"wp:attachment":[{"href":"https:\/\/www.ktech.biz\/jp\/wp-json\/wp\/v2\/media?parent=4703"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.ktech.biz\/jp\/wp-json\/wp\/v2\/categories?post=4703"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.ktech.biz\/jp\/wp-json\/wp\/v2\/tags?post=4703"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}