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<\/p>\n\n\n\n\n\n\n\n\n
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\u5186\u7b52\u5f62\u5185\u90e8\u306e\u51b7\u5374\u69cb\u9020 \uff08EPJ Quantum Technology volume 6, Article number: 2 2019\u3088\u308a\uff09
\"\"
<\/p>\n\n\n\n

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IBM\u306e\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306e\u5185\u90e8\u69cb\u9020\uff08IBM Access quantum computing\u306e\u30da\u30fc\u30b8\u3088\u308a\uff09
\"IBM\u306e\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306e\u5185\u90e8\u69cb\u9020\"<\/p>\n\n\n\n

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\n\n\n\n

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\"\"<\/p>\n\n\n\n

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\u91cf\u5b50\u30d3\u30c3\u30c8\u306e\u8868\u73fe<\/h3>\n\n\n\n

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X\u30b2\u30fc\u30c8\uff08\u30d1\u30a6\u30eaX\u30b2\u30fc\u30c8\uff09<\/h4>\n\n\n\n

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\u771f\u7406\u5024\u8868<\/p>\n\n\n\n\n\n\n\n\n
\u5165\u529b<\/td>\n\u51fa\u529b<\/td>\n<\/tr>\n
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|1><\/td>\n|0><\/td>\n<\/tr>\n
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H\u30b2\u30fc\u30c8\uff08\u30a2\u30c0\u30de\u30fc\u30eb\u30b2\u30fc\u30c8\uff09<\/h4>\n\n\n\n

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\u771f\u7406\u5024\u8868<\/p>\n\n\n\n\n\n\n\n\n
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|1>\u3000<\/td>\n|0>-|1><\/td>\n<\/tr>\n
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S\u30b2\u30fc\u30c8<\/h4>\n\n\n\n

\u3053\u308c\u306f\u3001\u4f4d\u76f8\u30b2\u30fc\u30c8\u3068\u3082\u547c\u3070\u308c\u307e\u3059\u3002S\u30b2\u30fc\u30c8\u306f\u3001|1> \u72b6\u614b\u306e\u4f4d\u76f8\u309290\u5ea6(\u03c0\/2)\u56de\u8ee2\u3055\u305b\u307e\u3059\u3002\u4f4d\u76f8\u30b2\u30fc\u30c8\u3067\uff34\u30b2\u30fc\u30c8\u3068\u547c\u3070\u308c\u308b\u3082\u306e\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

1\u30d3\u30c3\u30c8\u306e\u91cf\u5b50\u6f14\u7b97\u3060\u3051\u3067\u3082\u8907\u6570\u5b58\u5728\u3057\u3001\u5834\u5408\u306b\u3088\u3063\u3066\u306f\u72ec\u81ea\u306e\u4f4d\u76f8\u30b2\u30fc\u30c8\u3082\u5b9a\u7fa9\u3067\u304d\u307e\u3059\u3002\u524d\u306b\u3082\u8ff0\u3079\u305f\u3088\u3046\u306b\u3001\u91cf\u5b50\u30b2\u30fc\u30c8\u306e\u64cd\u4f5c\u306f\u9ad8\u5468\u6ce2\u30d1\u30eb\u30b9\uff08\u30de\u30a4\u30af\u30ed\u6ce2\uff09\u306e\u6295\u5165\u3067\u3042\u308a\u3001\u81ea\u7531\u306b\u305d\u306e\u6ce2\u306e\u7a2e\u985e\u306f\u5b9a\u7fa9\u3067\u304d\u307e\u3059\u3002\u72ec\u81ea\u306e\u4f4d\u76f8\u30b2\u30fc\u30c8\u3092\u5b9a\u7fa9\u3059\u308b\u3053\u3068\u3067\u3001\u4efb\u610f\u306e\u4f4d\u76f8\u306e\u5909\u66f4\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u308c\u306f\u91cf\u5b50\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3084\u91cf\u5b50\u56de\u8def\u306e\u8a2d\u8a08\u306b\u304a\u3044\u3066\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

2\u30d3\u30c3\u30c8\u306e\u91cf\u5b50\u6f14\u7b97<\/h3>\n\n\n\n

\uff12\u30d3\u30c3\u30c8\u3068\u306a\u308b\u3068\u66f4\u306b\u6f14\u7b97\u306e\u7a2e\u985e\u304c\u4eca\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u3088\u308a\u591a\u304f\u306a\u308a\u307e\u3059\u3002\u7d44\u307f\u3042\u308f\u305b\u308b\u3060\u3051\u3067\u4eca\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u3092\u306f\u308b\u304b\u306b\u51cc\u3050\u3053\u3068\u304c\u4e88\u60f3\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

CNOT\u30b2\u30fc\u30c8<\/h4>\n\n\n\n

2\u30d3\u30c3\u30c8\u91cf\u5b50\u6f14\u7b97\u3067\u4e00\u756a\u6709\u540d\u306a\u306e\u304c\u3001CNOT\u30b2\u30fc\u30c8\u3067\u3059\u3002\u30b3\u30f3\u30c8\u30ed\u30fc\u30ebNOT\u3068\u547c\u3070\u308c\u308b\u3082\u306e\u3067\u30011\u756a\u76ee\u306e\u91cf\u5b50\u30d3\u30c3\u30c8\u306e\u72b6\u614b\u3092\u898b\u30662\u756a\u76ee\u306e\u72b6\u614b\u306e\u91cf\u5b50\u30d3\u30c3\u30c8\u306e\u72b6\u614b\u3092NOT\u306b\u3059\u308b\u304b\u3069\u3046\u304b\u6c7a\u5b9a\u3059\u308b\u3082\u306e\u3067\u3001\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\uff08\u5236\u5fa1\uff09\u3059\u308b\u3068\u3044\u3046\u3053\u3068\u3067\u3053\u306e\u540d\u304c\u3064\u3044\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\u771f\u7406\u5024\u8868<\/p>\n\n\n\n\n\n\n\n\n\n
\u5165\u529bA<\/td>\n\u5165\u529bB<\/td>\n\u51fa\u529bA<\/td>\n\u51fa\u529bB<\/td>\n<\/tr>\n
|0><\/td>\n|0><\/td>\n|0><\/td>\n|0><\/td>\n<\/tr>\n
|1><\/td>\n|0><\/td>\n|1><\/td>\n|1><\/td>\n<\/tr>\n
|0><\/td>\n|1><\/td>\n|0><\/td>\n|1><\/td>\n<\/tr>\n
|1><\/td>\n|1><\/td>\n|1><\/td>\n|0><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n\n\n
\n\n\n\n

\u3053\u306e\u8868\u3092\u307f\u308b\u3068\u51fa\u529b\uff22\u306fXOR\u306e\u8ad6\u7406\u6f14\u7b97\u3068\u985e\u4f3c\u3057\u3066\u3044\u307e\u3059\u3002\u3067\u306f\u3001A\u306b|0>+|1>\u3001B\u306b|0>\u3092\u5165\u529b\u3059\u308b\u3068\u3069\u3046\u3067\u3057\u3087\u3046\u304b\uff1f
2\u91cf\u5b50\u30d3\u30c3\u30c8\u306e\u72b6\u614b\u306f|00>+|10>\u3000\u3064\u307e\u308a\u3001A\u306f|0>+|1>\u3001B\u306f|0>\u3067\u3059\u3002
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1\u3064\u306e\u91cf\u5b50\u30d3\u30c3\u30c8\u306f\u3001\u4f8b\u3048\u30701\/\u221a2|0\uff1e+1\/\u221a2|1\uff1e\u3068\u3044\u3063\u305f\u3001|0\uff1e\u3068|1\uff1e\u304c\u540c\u3058\u78ba\u7387\u3067\u91cd\u306a\u308a\u5408\u3063\u305f\u72b6\u614b\u3092\u3068\u308a\u307e\u3059\u3002
\u3053\u308c\u304c\u5148\u306b\u8ff0\u3079\u305f\u201c\u4e2d\u9593\u7684\u201d\u3068\u3044\u3046\u610f\u5473\u3067\u3059\u3002\u305f\u3060\u3057\u3001\u91cd\u306a\u308a\u5408\u3063\u305f\u72b6\u614b\u304c\u4fdd\u305f\u308c\u308b\u306e\u306f\u3001\u8ab0\u3082\u898b\u3066\u3044\u306a\u3044\u72b6\u614b\u306b\u9650\u308a\u3001\u305d\u306e\u72b6\u614b\u3092\u89b3\u6e2c\u3059\u308b\u306850\uff05\u306e\u78ba\u7387\u3067|0\uff1e\u306b\u300150\uff05\u306e\u78ba\u7387\u3067|1\uff1e\u306b\u306a\u308a\u307e\u3059\u3002\u91cf\u5b50\u529b\u5b66\u3067\u306f\u3001\u3053\u308c\u3092\u6e2c\u5b9a\u306b\u3088\u308b\u72b6\u614b\u306e\u53ce\u7e2e\u3068\u8a00\u3044\u307e\u3059\u304c\u3001\u3053\u308c\u304c\u91cf\u5b50\u8a08\u7b97\u306b\u3068\u3063\u3066\u91cd\u8981\u306a\u8981\u7d20\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\u91cf\u5b50\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3068\u306f<\/h2>\n\n\n\n

\u91cf\u5b50\u6f14\u7b97\u306e\u771f\u7406\u5024\u8868\u304c\u5b9a\u7fa9\u3055\u308c\u308c\u3070\u3001\u305d\u308c\u3092\u4f7f\u3063\u3066\u91cf\u5b50\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u66f8\u304f\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

\u524d\u306e\u7ae0\u3067\u91cf\u5b50\u6f14\u7b97\u306e\u4e3b\u306a\u30b2\u30fc\u30c8\u3092\u771f\u7406\u5024\u8868\u3068\u3068\u3082\u306b\u898b\u3066\u304d\u307e\u3057\u305f\u304c\u3001\u3053\u308c\u3089\u306e\u30b2\u30fc\u30c8\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u3001\u8ab2\u984c\u3068\u306a\u308b\u4e8b\u8c61\u306b\u5bfe\u3057\u3066\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u4f5c\u308a\u7d50\u679c\u306e\u51fa\u529b\u3092\u5f97\u308b\u3053\u3068\u304c\u76ee\u7684\u3067\u3059\u3002\u91cf\u5b50\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3068\u547c\u3070\u308c\u307e\u3059\u3002<\/p>\n\n\n\n

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\u91cf\u5b50\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u8868\u73fe\u3059\u308b\u5834\u5408\u306f\u3069\u306e\u3088\u3046\u306a\u3082\u306e\u3067\u3057\u3087\u3046\u304b\uff1f\u3000\u3053\u3053\u3067\u4e00\u4f8b\u3092\u3042\u3052\u3066\u304a\u304d\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u5185\u5bb9\u306e\u7406\u89e3\u3088\u308a\u3082\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u304c\u3069\u306e\u3088\u3046\u306b\u884c\u308f\u308c\u308b\u306e\u304b\u3092\u898b\u3066\u9802\u3051\u308c\u3070\u3068\u601d\u3044\u307e\u3059\u3002
\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306e\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\uff08Qiskit\uff09\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002Qiskit\u306f\u3001IBM\u304c\u63d0\u4f9b\u3059\u308b\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306e\u305f\u3081\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3059\u3002<\/p>\n\n\n\n

\u3067\u306f\u3001Python\u3068Qiskit\u3092\u4f7f\u7528\u3057\u3066\u4e00\u756a\u7c21\u5358\u306a\u30d9\u30eb\u30b7\u30e5\u30bf\u30a4\u30f3\u3068\u30f4\u30a1\u30b8\u30e9\u30cb\u306e\u554f\u984c\u3092\u89e3\u3044\u3066\u307f\u307e\u3057\u3087\u3046\u3002
\u30d9\u30eb\u30b7\u30e5\u30bf\u30a4\u30f3-\u30f4\u30a1\u30b8\u30e9\u30cb\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u30012\u3064\u306e\u91cf\u5b50\u30d3\u30c3\u30c8\u3092\u4f7f\u7528\u3057\u3066\u30012\u3064\u306e\u95a2\u6570\u304c\u4e00\u81f4\u3059\u308b\u304b\u3069\u3046\u304b\u3092\u5224\u5b9a\u3059\u308b\u554f\u984c\u3067\u3059\u3002<\/p>\n\n\n\n

\u554f\u984c\uff1a\u201d\u6570\u5f53\u3066\u30b2\u30fc\u30e0\u201d<\/h3>\n\n\n\n

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\u7b54\u3048\u306f2\u56de\u3067\u3059\u300210\u300101\u3092\u6295\u5165\u3057\u3066\u7d50\u679c\u304b\u3089\u5224\u65ad\u3057\u307e\u3059\u3002\u5404\u30dc\u30fc\u30eb\u306e1\u30010\u3092\u9806\u756a\u306b\u5224\u5b9a\u3059\u308b\u306e\u3067\u3059\u3002
\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u3067\u3042\u308c\u3070\u7b54\u3048\u306f1\u56de\u3067\u3059\u3002\u305f\u3044\u3057\u305f\u3053\u3068\u306a\u3044\u3058\u3083\u306a\u3044\u304b\u3068\u601d\u308f\u308c\u307e\u3059\u304c\u3001\u3053\u308c\u304c100\u500b\u3060\u308d\u3046\u304c1,000\u500b\u3060\u308d\u3046\u304c\u8a66\u884c\u306f\u305f\u3063\u305f1\u56de\u3067\u6e08\u3080\u306e\u3067\u3059\u3002\uff08\u305f\u3060\u30571,000\u500b\u306e\u5834\u5408\u306f\u91cf\u5b50\u30d3\u30c3\u30c8\u304c1,000\u500b\u5fc5\u8981\u3067\u3001\u305a\u3044\u3076\u3093\u8d05\u6ca2\u306a\u4f7f\u3044\u65b9\u306b\u306a\u308a\u307e\u3059\uff09<\/p>\n\n\n\n

\u201d\u6570\u5f53\u3066\u30b2\u30fc\u30e0\u201d\u3092Qiskit\u3067\u91cf\u5b50\u30d7\u30ed\u30b0\u30e9\u30e0\u3057\u3066\u307f\u307e\u3057\u3087\u3046\uff01<\/h3>\n\n\n
import numpy as np\nfrom qiskit import QuantumCircuit, QuantumRegister, ClassicalRegister, execute\n\ndef bernstein_vazirani(n: int) -> int:\n  \"\"\"\n  \u30d9\u30eb\u30b7\u30e5\u30bf\u30a4\u30f3-\u30f4\u30a1\u30b8\u30e9\u30cb\u554f\u984c\u3092\u91cf\u5b50\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3067\u89e3\u304f\n  Args:\n      n: \u554f\u984c\u306e\u30b5\u30a4\u30ba\n  Returns:\n      \u6b63\u89e3\u306e\u6570\u5b57 (00,01,10,11)\n  \"\"\"\n  # \u91cf\u5b50\u30ec\u30b8\u30b9\u30bf\u3068\u53e4\u5178\u30ec\u30b8\u30b9\u30bf\u3092\u6e96\u5099\n  qr = QuantumRegister(n + 1)\n  cr = ClassicalRegister(n)\n  qc = QuantumCircuit(qr, cr)\n\n  # \u521d\u671f\u72b6\u614b\n  qc.initialize(np.array([1, 0], dtype=complex), qr[0])\n  for i in range(1, n + 1):\n    qc.h(qr[i])\n\n  # \u30aa\u30e9\u30af\u30eb\u6f14\u7b97\n  for i in range(n):\n    qc.cx(qr[0], qr[i + 1])\n\n  # \u6e2c\u5b9a\n  for i in range(n):\n    qc.measure(qr[i + 1], cr[i])\n\n  # \u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u5b9f\u884c\n  job = execute(qc, backend=\"local_simulator\")\n  result = job.result().get_counts()\n\n  # \u6700\u3082\u983b\u5ea6\u306e\u9ad8\u3044\u6e2c\u5b9a\u7d50\u679c\u3092\u8fd4\u3059\n  max_count = 0\n  max_key = 0\n  for key, count in result.items():\n    if count > max_count:\n      max_count = count\n      max_key = key\n\n  return int(max_key[0])\n\n# \u554f\u984c\u306e\u30b5\u30a4\u30ba\nn = 3\n\n# \u554f\u984c\u3092\u89e3\u304f\nanswer = bernstein_vazirani(n)\n\n# \u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u5b9f\u884c\njob = execute(qc, backend=\"local_simulator\")\nresult = job.result().get_counts()\n\n# \u5404\u7d44\u307f\u5408\u308f\u305b\u306e\u51fa\u73fe\u983b\u5ea6\u3092\u8868\u793a\nfor key, count in result.items():\n  print(f\"{key}: {count}\")\n\n# \u6b63\u89e3\u3092\u8868\u793a\nprint(f\"\u6b63\u89e3\u306f {answer} \u3067\u3059\")\n<\/code><\/pre>\n\n\n
qc.h \u306f\u30a2\u30c0\u30de\u30fc\u30eb\u30b2\u30fc\u30c8\uff08H\u30b2\u30fc\u30c8\uff09
qc.cx\u306f\u30b3\u30f3\u30c8\u30ed\u30fc\u30ebNOT\uff08CNOT\u30b2\u30fc\u30c8\uff09<\/p>\n\n\n\n
\n\n\n
 00: 3 <\/em>
01: 2
10: 1 
11: 0
\u6b63\u89e3\u306f 00 \u3067\u3059<\/em><\/div>\n\n\n
\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3067\u3059\u306e\u3067\u4eca\u56de\u4eee\u5b9a\u3067\u7528\u610f\u3055\u308c\u305f\u30dc\u30fc\u30eb\u306f00\u3067\u3001\u7bb1\u306e\u4e2d\u306e00\u3092\u5f53\u3066\u305f\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u306f100\u500b\u3067\u3082\u4f7f\u3048\u307e\u3059\u3002100\u500b\u306e\u6570\u5b57\u3092\u5224\u5b9a\u3059\u308b\u306b\u306f100+1\u500b\u306e\u91cf\u5b50\u30d3\u30c3\u30c8\u304c\u5fc5\u8981\u3067\u3059\u3002\uff08\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3067\u306f\u5b9f\u884c\u6bce\u306b\u4eee\u5b9a\u3067\u7528\u610f\u3055\u308c\u305f\u30dc\u30fc\u30eb\u306f\u5909\u308f\u308a\u307e\u3059\u306e\u3067\u90fd\u5ea6\u7b54\u3048\u3082\u5909\u308f\u308a\u307e\u3059\uff09
\u3053\u306e\u3088\u3046\u306a\u5358\u7d14\u306a\u554f\u984c\u306b\u73fe\u5b9f\u306e\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u3067100+1\u500b\u306e\u91cf\u5b50\u30d3\u30c3\u30c8\u3092\u4f7f\u3046\u306e\u306f\u8d05\u6ca2\u3059\u304e\u307e\u3059\u304c\u3002
\u3053\u3053\u307e\u3067\u4e0a\u3052\u305f\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u3042\u304f\u307e\u3067\u30b7\u30df\u30e5\u30ec\u30fc\u30bf\u3067\u3059\u3002\u672c\u7269\u306e\u7269\u7406\u7684\u306a\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u3067\u306f\u3001\u91cf\u5b50\u56de\u8def\u306e\u69cb\u7bc9\u3001\u91cf\u5b50\u30aa\u30e9\u30af\u30eb\u306e\u69cb\u7bc9\u3067\u306f\u3001\u7269\u7406\u7684\u306b\u91cf\u5b50\u30b2\u30fc\u30c8\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u56de\u8def\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002\u4eca\u306e\uff23\uff30\uff35\u30dc\u30fc\u30c9\u306e\u56de\u8def\u3092\u4f5c\u308b\u3088\u3046\u306a\u3082\u306e\u3067\u3059\u3002\u305f\u3060\u3057\u3053\u306e\u5c02\u7528\u306e\u91cf\u5b50\u56de\u8def\u3092\u4f5c\u3063\u3066\u3057\u307e\u3046\u3068\u305d\u308c\u5c02\u7528\u306e\u50cd\u304d\u3057\u304b\u3057\u306a\u3044\u306e\u3067\u3001\u6c4e\u7528\u306e\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u304c\u5fc5\u8981\u3068\u306a\u3063\u3066\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u6c4e\u7528\u306e\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u3068\u306f<\/h2>\n\n\n\n
\u6c4e\u7528\u306e\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306f\u3001\u69d8\u3005\u306a\u554f\u984c\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u91cf\u5b50\u8a08\u7b97\u6a5f\u3067\u3059\u3002\u6c4e\u7528\u306e\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306f\u3001\u53e4\u5178\u7684\u306a\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u3068\u540c\u69d8\u306b\u3001\u3055\u307e\u3056\u307e\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3084\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u5b9f\u884c\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u91cf\u5b50\u30d3\u30c3\u30c8\u3092\u4f7f\u7528\u3057\u3066\u60c5\u5831\u3092\u51e6\u7406\u3057\u3001\u91cf\u5b50\u30b2\u30fc\u30c8\u3092\u9069\u7528\u3057\u3066\u8a08\u7b97\u3092\u884c\u3044\u307e\u3059\u3002
\u6c4e\u7528\u306e\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306f\u3001\u53e4\u5178\u7684\u306a\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u3068\u540c\u69d8\u306b\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u53ef\u80fd\u3067\u3042\u308a\u3001\u3055\u307e\u3056\u307e\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3084\u554f\u984c\u306b\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u3001\u91cf\u5b50\u30d3\u30c3\u30c8\u3068\u91cf\u5b50\u30b2\u30fc\u30c8\u3092\u64cd\u4f5c\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u5b9f\u88c5\u3055\u308c\u3001\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u4e0a\u3067\u5b9f\u884c\u3055\u308c\u307e\u3059\u3002
\u6c4e\u7528\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u3067\u306f\u3001\u300c\u91cf\u5b50\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3068\u306f\u300d\u3067\u4e0a\u3052\u305f\u30d7\u30ed\u30b0\u30e9\u30e0\u3082\u542b\u3081\u3066\u540c\u3058\u3088\u3046\u306a\u624b\u6cd5\u3067\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002\u305f\u3060\u3057\u5b9f\u969b\u306e\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u4e0a\u3067\u5b9f\u884c\u3059\u308b\u969b\u306b\u306f\u3001\u3044\u304f\u3064\u304b\u306e\u6ce8\u610f\u70b9\u304c\u3042\u308a\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u91cf\u5b50\u30d3\u30c3\u30c8\u306e\u30a8\u30e9\u30fc\u7387\u3084\u30b2\u30fc\u30c8\u306e\u7cbe\u5ea6\u3001\u91cf\u5b50\u30d3\u30c3\u30c8\u9593\u306e\u7d50\u5408\u5f37\u5ea6\u306a\u3069\u3001\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306e\u7269\u7406\u7684\u306a\u5236\u7d04\u3092\u8003\u616e\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u307e\u305f\u3001\u91cf\u5b50\u30d3\u30c3\u30c8\u306e\u521d\u671f\u5316\u3084\u6e2c\u5b9a\u306b\u95a2\u3059\u308b\u624b\u9806\u3082\u7570\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u4ee5\u4e0b\u3001\u6c4e\u7528\u306e\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u4e0a\u3067\u5b9f\u884c\u53ef\u80fd\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e\u4e00\u4f8b\u3068\u3057\u3066\u6319\u3052\u3066\u304a\u304d\u307e\u3059\u3002\u524d\u56de\u540c\u69d8IBM\u306eQiskit\u3092\u4f7f\u7528\u3057\u3066\u3001\u91cf\u5b50\u30d3\u30c3\u30c8\u3092\u7528\u3044\u305f\u91cf\u5b50\u56de\u8def\u3092\u69cb\u7bc9\u3057\u3001\u5b9f\u884c\u3059\u308bPython\u306e\u30b3\u30fc\u30c9\u4f8b\u3092\u793a\u3057\u307e\u3059\u3002\u524d\u8ff0\u306e\u554f\u984c\uff1a\u201d\u6570\u5f53\u3066\u30b2\u30fc\u30e0\u201d\u3092\u3082\u3063\u3068\u52b9\u7387\u7684\u306b\u89e3\u6c7a\u3059\u308b\u65b9\u6cd5\u304c\u3042\u308a\u307e\u3059\u3002
\u4f8b\u3048\u3070\u3001\u30b0\u30ed\u30fc\u30d0\u30fc\u306e\u91cf\u5b50\u63a2\u7d22\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u91cf\u5b50\u30d3\u30c3\u30c8\u306e\u6570\u3092\u6700\u5c0f\u9650\u306b\u6291\u3048\u306a\u304c\u3089\u3082\u89e3\u3092\u898b\u3064\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\u201d\u6570\u5f53\u3066\u30b2\u30fc\u30e0\u201d\u3092\u30b0\u30ed\u30fc\u30d0\u30fc\u306e\u91cf\u5b50\u63a2\u7d22\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3067\u66f8\u304f<\/h3>\n\n\n
from qiskit import QuantumCircuit, Aer, execute\n\ndef grover_search(oracle):\n  \"\"\"\n  Grover\u63a2\u7d22\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\n  Args:\n    oracle: \u30aa\u30e9\u30af\u30eb\u6f14\u7b97\n  Returns:\n    \u6e2c\u5b9a\u7d50\u679c\n  \"\"\"\n\n  # \u91cf\u5b50\u56de\u8def\u3092\u4f5c\u6210\n  qc = QuantumCircuit(2)\n\n  # \u521d\u671f\u5316\n  qc.h(0)\n  qc.h(1)\n\n  # \u30aa\u30e9\u30af\u30eb\u6f14\u7b97\n  oracle(qc)\n\n  # Grover\u62e1\u6563\u6f14\u7b97\n  for _ in range(int(numpy.sqrt(4))):\n    qc.h(0)\n    qc.h(1)\n    qc.cx(0, 1)\n    qc.x(1)\n    qc.cx(0, 1)\n    qc.h(0)\n    qc.h(1)\n\n  # \u6e2c\u5b9a\n  qc.m(0)\n  qc.m(1)\n\n  # \u30b7\u30df\u30e5\u30ec\u30fc\u30bf\u3067\u5b9f\u884c\n  simulator = Aer.get_backend(\"aer_simulator\")\n  job = execute(qc, simulator, shots=100)\n\n  # \u6e2c\u5b9a\u7d50\u679c\u3092\u53d6\u5f97\n  counts = job.result().get_counts()\n\n  return counts\n\n# \u30aa\u30e9\u30af\u30eb\u6f14\u7b97\u3092\u5b9a\u7fa9\ndef oracle(qc):\n  # \u3053\u3053\u306b\u3001\u63a2\u7d22\u5bfe\u8c61\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u57fa\u3065\u3044\u305f\u30aa\u30e9\u30af\u30eb\u6f14\u7b97\u3092\u8a18\u8ff0\n  # \u4f8b\uff1a\n  qc.cx(0, 1)  # \u89e3\u3067\u3042\u308b\u72b6\u614b\u306e\u307f\u72b6\u614b\u3092\u53cd\u8ee2\n\n# \u5b9f\u884c\ncounts = grover_search(oracle)\n\n# \u7d50\u679c\u3092\u51fa\u529b\nprint(counts)\n<\/code><\/pre>\n
 {'11': 100}\u3000 ;\u91cf\u5b50\u56de\u8def\u306e\u6e2c\u5b9a\u7d50\u679c\u304c '11' \u3067\u3042\u308b\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002 <\/em><\/div>\n\n\n
\u30b0\u30ed\u30fc\u30d0\u30fc\u306e\u91cf\u5b50\u63a2\u7d22\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u91cf\u5b50\u56de\u8def\u3092\u30d6\u30ed\u30c3\u30af\u56f3\u3067\u63cf\u304f\u3068<\/h3>\n\n\n\n
\"\"
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https:\/\/www.value-domain.com\/media\/plc\/<\/a>
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https:\/\/pr.fujitsu.com\/jp\/news\/2024\/02\/19.html<\/a><\/p>\n\n\n\n
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\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u304c\u8ca2\u732e\u3067\u304d\u308b\u4e3b\u306a\u5177\u4f53\u7684\u306a\u5206\u91ce\u306f\u3001\u6750\u6599\u958b\u767a\u3001\u91d1\u878d\u3001\u7269\u6d41\u6700\u9069\u5316\u3001\u533b\u85ac\u54c1\u958b\u767a\u3001\u6a5f\u68b0\u5b66\u7fd2\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u73fe\u5728\u306e\u5b9f\u7528\u5316\u30ec\u30d9\u30eb\u306f\u3001\u307e\u3060\u7814\u7a76\u958b\u767a\u6bb5\u968e\u3067\u3059\u3002<\/p>\n\n\n\n
\u73fe\u5728\u306e\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306f\u3069\u3053\u307e\u3067\u9032\u3093\u3067\u3044\u308b\u304b\uff1f<\/h2>\n\n\n\n
\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306e\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306f\u6700\u521d\u306b\u8a00\u3044\u307e\u3057\u305f\u3088\u3046\u306b\u5de8\u5927\u306a\u91d1\u5c5e\u306e\u5bb9\u5668\u306b\u5165\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306f\u4e3b\u306b\u51b7\u5374\u88c5\u7f6e\u3067\u3042\u308a\u3001\u91cf\u5b50\u30d3\u30c3\u30c8\u306e\u30c1\u30c3\u30d7\u3001\u91cf\u5b50\u30b2\u30fc\u30c8\u3092\u6975\u4f4e\u6e29\u306b\u3059\u308b\u305f\u3081\u306e\u3082\u306e\u3067\u3059\u3002\u3067\u306f\u3001\u5b9f\u969b\u306b\u91cf\u5b50\u30d3\u30c3\u30c8\u81ea\u4f53\u306e\u6570\u306f\u73fe\u5728\u3069\u3053\u307e\u3067\u9032\u3093\u3067\u3044\u308b\u3067\u3057\u3087\u3046\u304b\uff1f<\/p>\n\n\n\n
Google \u306e\u65b0\u3057\u3044\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306f\u3001Sycamore \u91cf\u5b50\u30d7\u30ed\u30bb\u30c3\u30b5\u306f70\u91cf\u5b50\u30d3\u30c3\u30c8\u3067\u3059\u3002
\uff29\uff22\uff2d\u306e\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u3067\u306f\u3001
2021\u5e74\u3000Eagle\u3000127\u91cf\u5b50\u30d3\u30c3\u30c8
2022\u5e74\u3000Osprey\u3000433\u91cf\u5b50\u30d3\u30c3\u30c8
2023\u5e74\u3000Condor 1121\u91cf\u5b50\u30d3\u30c3\u30c8
\u306e\u3088\u3046\u306b\u6bce\u5e74\u9806\u8abf\u306b\u91cf\u5b50\u30d3\u30c3\u30c8\u6570\u3092\u5897\u3084\u3057\u3066\u3044\u307e\u3059\u3002Condor\u3068\u540c\u6642\u306b\u30a8\u30e9\u30fc\u7387\u3092\u5927\u304d\u304f\u6539\u5584\u3057\u305f133\u91cf\u5b50\u30d3\u30c3\u30c8\u306eHeron\u3082\u767a\u8868\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\n\n\n\n
\u91cf\u5b50\u30d3\u30c3\u30c8\u6570<\/h4>\n\n\n\n
2023\u5e745\u670821\u65e5\u3000IBM\u3001\u6771\u4eac\u5927\u5b66\u3001\u30b7\u30ab\u30b4\u5927\u5b66\u306f10\u4e07\u91cf\u5b50\u30d3\u30c3\u30c8\u3092\u642d\u8f09\u3057\u305f\u91cf\u5b50\u3092\u4e2d\u5fc3\u3068\u3057\u305f\u30b9\u30fc\u30d1\u30fc\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306e\u958b\u767a\u306b\u5411\u3051\u3066\u4eca\u5f8c10\u5e74\u9593\u30671\u5104\u30c9\u30eb\u306e\u6295\u8cc7\u3092\u4f34\u3046\u53d6\u308a\u7d44\u307f\u306b\u3064\u3044\u3066\u767a\u8868\u3057\u3066\u3044\u307e\u3059\u3002\u4eca\u5f8c10\u5e74\u3067\u98db\u8e8d\u7684\u306a\u767a\u5c55\u3068\u30d6\u30ec\u30fc\u30af\u30b9\u30eb\u30fc\u304c\u8d77\u3053\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/p>\n\n\n\n
\u3055\u3066\u3001IBM\u306e\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u3067\u91cf\u5b50\u30d3\u30c3\u30c8\u306e\u6570\u304c\u306a\u305c\u306b127,433,1121\u306e\u3088\u3046\u306b\u4e2d\u9014\u534a\u7aef\u306a\u6570\u3067\u5947\u6570\u306b\u306a\u308b\u306e\u3067\u3057\u3087\u3046\u304b\uff1f
\u3082\u3063\u3068\u304d\u308a\u306e\u3044\u3044\u6570\u5b57\uff08\u4eca\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u3067\u306e\uff12\u306e\u500d\u6570\u3084\u99b4\u67d3\u307f\u306e\u3042\u308b32\u30d3\u30c3\u30c8\u3068\u304b64\u30d3\u30c3\u30c8\u3068\u304b16\u306e\u500d\u6570\uff09\u3067\u306f\u306a\u3044\u306e\u304b\u3001\u305d\u308c\u306f\u91cf\u5b50\u30d3\u30c3\u30c8\u3068\u91cf\u5b50\u30b2\u30fc\u30c8\u306e\u7269\u7406\u7684\u306a\u5236\u7d04\u3084\u8a2d\u8a08\u4e0a\u306e\u8981\u56e0\u306b\u3088\u308b\u3082\u306e\u3067\u3059\u3002

IBM\u91cf\u5b50\u30d7\u30ed\u30bb\u30c3\u30b5\u306e\u5916\u89b3<\/strong>
\"\"

IBM\u91cf\u5b50\u30d7\u30ed\u30bb\u30c3\u30b5\u306e\u91cf\u5b50\u30d3\u30c3\u30c8\u306e\u914d\u7f6e\u69cb\u9020<\/strong>
\"\"<\/p>\n\n\n\n
\u91cf\u5b50\u30d3\u30c3\u30c8\u306f\u7269\u7406\u7684\u306a\u88c5\u7f6e\u3067\u5b9f\u88c5\u3055\u308c\u308b\u305f\u3081\u3001\u305d\u306e\u914d\u7f6e\u306b\u306f\u7279\u5b9a\u306e\u5236\u7d04\u304c\u3042\u308a\u307e\u3059\u3002\u91cf\u5b50\u30d3\u30c3\u30c8\u3092\u30c1\u30c3\u30d7\u4e0a\u306b\u914d\u7f6e\u3059\u308b\u969b\u306b\u3001\u7269\u7406\u7684\u306a\u914d\u7dda\u3084\u63a5\u7d9a\u6027\u306a\u3069\u306e\u5236\u7d04\u304c\u5b58\u5728\u3057\u3001\u3053\u308c\u304c\u91cf\u5b50\u30d3\u30c3\u30c8\u6570\u3092\u9078\u629e\u3059\u308b\u8981\u56e0\u306b\u306a\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002
Eagle:127\u91cf\u5b50\u30d3\u30c3\u30c8\u3092\u4f8b\u306b\u3068\u308b\u3068\u5404\u91cf\u5b50\u30d3\u30c3\u30c8\u306f\u3001\u96a3\u63a5\u3059\u308b2\u3064\u306e\u91cf\u5b50\u30d3\u30c3\u30c8\u3068\u63a5\u7d9a\u3055\u308c\u3066\u3044\u307e\u3059\u300217\u500b\u306e\u91cf\u5b50\u30d3\u30c3\u30c8\u3067\u69cb\u6210\u3055\u308c\u305f7\u3064\u306e\u30ea\u30f3\u30b0\u306f\u305d\u308c\u305e\u308c\u4e2d\u592e\u306e\u91cf\u5b50\u30d3\u30c3\u30c8\u3067\u63a5\u7d9a\u3055\u308c\u3066\u3044\u307e\u3059\u3002

IBM\u306e127\u91cf\u5b50\u30d3\u30c3\u30c8\u30fb\u30d7\u30ed\u30bb\u30c3\u30b5\u300cEagle\u300d\u306e\u7269\u7406\u69cb\u9020<\/strong>
\u8868\u5c64\u4e0b\u306e\u4e00\u5c64\u76ee\u306b\u91cf\u5b50\u30d3\u30c3\u30c8\u304c\u9023\u7d50\u3055\u308c\u305f\u5c64\u304c\u3042\u308b\u306e\u304c\u5206\u304b\u308a\u307e\u3059\u3002
\"\"<\/p>\n\n\n\n
1,000\u91cf\u5b50\u30d3\u30c3\u30c8\u3092\u8d85\u3048\u308b\u3082\u306e\u3068\u3057\u3066\u30012023\/10\u306bAtom Computing\u304c1,180\u91cf\u5b50\u30d3\u30c3\u30c8\u306e\u4e2d\u6027\u539f\u5b50\u30d7\u30ed\u30bb\u30c3\u30b5\u3092\u767a\u8868\u3057\u307e\u3057\u305f\u3002https:\/\/atom-computing.com\/quantum-startup-atom-computing-first-to-exceed-1000-qubits\/<\/a>
\u3053\u306e\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306fIBM\u306e\u8d85\u96fb\u5c0e\u65b9\u5f0f\u3068\u9055\u3044\u3001\u51b7\u5374\u539f\u5b50\u65b9\u5f0f\u3092\u63a1\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306e\u4e00\u7a2e\u3067\u3042\u308b\u91cf\u5b50\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306e\u5229\u7528<\/h4>\n\n\n\n
IBM\u3084Google\u304c\u958b\u767a\u3092\u884c\u3063\u3066\u3044\u308b\u8d85\u96fb\u5c0e\u3092\u4f7f\u7528\u3057\u305f\u51b7\u5374\u3055\u308c\u305f\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306f\u307e\u3060\u5b9f\u8df5\u5411\u304d\u306e\u5229\u7528\u306f\u3042\u308a\u307e\u305b\u3093\u3002
\u91cf\u5b50\u5316\u5b66\u3001\u6697\u53f7\u89e3\u8aad\u3001\u6700\u9069\u5316\u554f\u984c\u3001\u6a5f\u68b0\u5b66\u7fd2\u3078\u306e\u9069\u7528\u306f\u3053\u308c\u304b\u3089\u306e\u958b\u767a\u3068\u306a\u308a\u307e\u3059\u3002
\u305d\u308c\u306b\u5bfe\u3057\u3066\u91cf\u5b50\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u306e\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u3067\u306f\u3059\u3067\u306b\u6700\u9069\u5316\u554f\u984c\u3067\u306e\u89e3\u6cd5\u304c\u3059\u3059\u3093\u3067\u3044\u307e\u3059\u3002
\u4f8b\u3048\u3070\u30c7\u30f3\u30bd\u30fc\u3067\u306f\u5de5\u5834\u5185\u3092\u8d70\u308b\u81ea\u52d5\u642c\u9001\u8eca\u306e\u6e0b\u6ede\u8efd\u6e1b\u306b\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002TDK\u3067\u306f\u539f\u5b50\u30ec\u30d9\u30eb\u306e\u78c1\u6027\u4f53\u306e\u6700\u9069\u306a\u7d44\u307f\u5408\u308f\u305b\u3092\u91cf\u5b50\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u3067\u6c42\u3081\u3066\u3044\u307e\u3059\u3002
\u305f\u3060\u3057\u3001\u91cf\u5b50\u30a2\u30cb\u30fc\u30ea\u30f3\u30b0\u306f\u73fe\u5728\u306e\u3068\u3053\u308d\u7279\u5b9a\u306e\u6700\u9069\u5316\u554f\u984c\u306b\u7279\u5316\u3057\u3066\u304a\u308a\u3001\u305d\u306e\u4ed6\u306e\u30bf\u30a4\u30d7\u306e\u554f\u984c\u306b\u306f\u9069\u3057\u3066\u3044\u307e\u305b\u3093\u3002\u3053\u3061\u3089\u3082\u4eca\u5f8c\u306e\u7814\u7a76\u3001\u958b\u767a\u306b\u3088\u308b\u3068\u3053\u308d\u3082\u591a\u3044\u3088\u3046\u3067\u3059\u3002<\/p>\n\n\n\n
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