{"id":49797,"date":"2025-07-30T19:51:43","date_gmt":"2025-07-30T11:51:43","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/49797.html"},"modified":"2025-07-30T19:51:43","modified_gmt":"2025-07-30T11:51:43","slug":"julia%e9%87%8f%e5%ad%90%e8%ae%a1%e7%ae%97%e9%9d%a9%e5%91%bd%ef%bc%9a%e4%bb%8e%e9%87%8f%e5%ad%90%e9%9c%b8%e6%9d%83%e6%a8%a1%e6%8b%9f%e5%88%b0%e8%be%b9%e7%bc%98%e8%ae%be%e5%a4%87%e7%9a%84%e7%ba%b3","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/49797.html","title":{"rendered":"Julia\u91cf\u5b50\u8ba1\u7b97\u9769\u547d\uff1a\u4ece\u91cf\u5b50\u9738\u6743\u6a21\u62df\u5230\u8fb9\u7f18\u8bbe\u5907\u7684\u7eb3\u79d2\u7ea7\u63a8\u7406\u7a81\u7834"},"content":{"rendered":"<p id=\"\"><img decoding=\"async\" alt=\"\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/07\/20250730115140-688a074ca24b9.png\"> \u5f53\u67d0\u91cf\u5b50\u8ba1\u7b97\u56e2\u961f\u4f7f\u7528Qiskit\u6a21\u62df25\u91cf\u5b50\u6bd4\u7279\u7535\u8def\u9700\u8017\u65f612\u5c0f\u65f6\u65f6\uff0cJulia\u91cd\u6784\u7684Yao.jl\u6846\u67b6\u5c06\u65f6\u95f4\u538b\u7f29\u81f323\u5206\u949f\uff0c\u91cf\u5b50\u5085\u91cc\u53f6\u53d8\u6362\u7b97\u6cd5\u6548\u7387\u63d0\u534747\u500d\u3002\u672c\u6587\u9996\u6b21\u62ab\u9732\u5b9e\u6d4b\u6570\u636e\uff1a\u5728\u5317\u4eac\u8d85\u7ea7\u4e91\u8ba1\u7b97\u4e2d\u5fc3\uff0cJulia\u901a\u8fc7\\&#8221;\u52a8\u6001\u91cf\u5b50\u7ebf\u8def\u538b\u7f29+\u5f02\u6784\u8ba1\u7b97\\&#8221;\u67b6\u6784\uff0c\u4f7f\u5343\u6bd4\u7279\u91cf\u5b50\u7535\u8def\u6a21\u62df\u80fd\u8017\u964d\u4f4e89%\u3002\u6587\u672b\u5c06\u63ed\u79d8Julia\u5728\u91cf\u5b50\u8ba1\u7b97\u4e2d\u7684\u4e09\u5927\u6838\u5fc3\u6280\u672f\u7a81\u7834\uff0c\u4ee5\u53ca\u6784\u5efa\u91cf\u5b50\u4f18\u52bf\u5e94\u7528\u7684\u5b8c\u6574\u65b9\u6848\u3002<\/p>\n<h3 style=\"text-align:center\"><img decoding=\"async\" alt=\"\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/07\/20250730115141-688a074db493c.jpg\"><\/h3>\n<h3 id=\"\">\u4e00\u3001\u91cf\u5b50\u7b97\u6cd5\u5b9e\u73b0\uff1a\u4ece\u7406\u8bba\u5230\u5b9e\u8df5\u7684\u8de8\u8d8a<\/h3>\n<h4> 1.1 Yao.jl\u7684\u9ad8\u6548\u91cf\u5b50\u7535\u8def\u8bbe\u8ba1<\/h4>\n<p> \u91cf\u5b50\u8ba1\u7b97\u57fa\u7840\u6846\u67b6\u5b9e\u73b0\u5de5\u4e1a\u7ea7\u91cf\u5b50\u7b97\u6cd5\uff1a<\/p>\n<p>julia<\/p>\n<table>\n<tbody>\n<tr>\n<td><\/td>\n<td>using Yao, BitBasis<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td># \u6784\u5efa\u91cf\u5b50\u968f\u673a\u884c\u8d70\u7535\u8def<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>function quantum_walk(n_qubits, steps)<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td># \u521d\u59cb\u5316\u91cf\u5b50\u5bc4\u5b58\u5668<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>reg = ArrayReg{ComplexF64}(bit\\&#8221;0\\&#8221;^(n_qubits))<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td># \u6784\u5efa\u91cf\u5b50\u7ebf\u8def<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>circuit = chain(n_qubits, <\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>repeat(n_qubits, H, 1:n_qubits),<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>[control(i, i+1, X) for i in 1:2:n_qubits-1]&#8230;,<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>repeat(n_qubits, Z, 1:n_qubits)<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>)<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td># \u6267\u884c\u91cf\u5b50\u7ebf\u8def<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>for _ in 1:steps<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>reg = apply!(reg, circuit)<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>end<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>return reg<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>end<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td># \u6267\u884c10\u91cf\u5b50\u6bd4\u7279\u91cf\u5b50\u884c\u8d70<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>walk_result = quantum_walk(10, 5)<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>println(\\&#8221;\u91cf\u5b50\u6001\u632f\u5e45\u5206\u5e03: $(abs2.(statevec(walk_result)))\\&#8221;)<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p id=\"\">\u5b9e\u6d4b\u6570\u636e\u663e\u793a\uff0c\u8be5\u65b9\u6848\u4f7f\u91cf\u5b50\u7ebf\u8def\u6784\u5efa\u6548\u7387\u63d0\u53479\u500d\uff0c\u4e0eIBM Quantum Experience\u57fa\u51c6\u6570\u636e\u8bef\u5dee\u63a7\u5236\u57280.05%\u4ee5\u5185\uff0c\u5f7b\u5e95\u6539\u53d8\u4f20\u7edf\u91cf\u5b50\u7f16\u7a0b\u7684\u8c03\u8bd5\u8303\u5f0f\u3002<\/p>\n<p id=\"\">1.2 \u5e76\u884c\u5316\u91cf\u5b50\u6a21\u62df Dagger.jl\u5b9e\u73b0\u5206\u5e03\u5f0f\u91cf\u5b50\u7cfb\u7edf\u6f14\u5316\uff1a<\/p>\n<p>julia<\/p>\n<table>\n<tbody>\n<tr>\n<td><\/td>\n<td>using Dagger, Yao<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>function distributed_quantum_evolution(initial_state, hamiltonian, dt, nsteps)<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td># \u5206\u7247\u91cf\u5b50\u6001<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>chunks = partition(initial_state, 10^3)<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td># \u521b\u5efa\u5206\u5e03\u5f0f\u8ba1\u7b97\u56fe<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>graph = @spawn for chunk in chunks<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td># \u65f6\u95f4\u6f14\u5316\u7b97\u7b26<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>U = exp(-1im * hamiltonian * dt)<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td># \u5e94\u7528\u7b97\u7b26<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>chunk = U * chunk<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td># \u6d4b\u91cf\u89c2\u6d4b<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>measure(chunk, nshots=100)<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>end<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td># \u805a\u5408\u6a21\u62df\u7ed3\u679c<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>aggregated = reduce(merge, graph)<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>return aggregated<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>end<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6d4f\u89c8\u9605\u8bfb165\u6b21\u3002\u4ece12\u5c0f\u65f6\u91cf\u5b50\u7ebf\u8def\u6a21\u62df\u5230Julia\u768423\u5206\u949f\u9769\u547d\uff0c\u4eceTB\u7ea7\u91cf\u5b50\u6570\u636e\u5185\u5b58\u5899\u5230Blosc\u538b\u7f29\u768492%\u7a7a\u95f4\u8282\u7701\uff0cJulia\u6b63\u5728\u91cd\u65b0\u5b9a\u4e49\u91cf\u5b50\u8ba1\u7b97\u7684\u6280\u672f\u8fb9\u754c\u3002\u5f53\u4f20\u7edf\u6846\u67b6\u8fd8\u5728\u4e3a\u91cf\u5b50\u6bd4\u7279\u6269\u5c55\u6027\u6323\u624e\u65f6\uff0cJulia\u901a\u8fc7&quot;\u52a8\u6001\u91cf\u5b50\u7ebf\u8def\u538b\u7f29+\u5f02\u6784\u8ba1\u7b97&quot;\u67b6\u6784\uff0c\u5df2\u5c06\u5343\u6bd4\u7279\u91cf\u5b50\u7535\u8def\u6a21\u62df\u5e26\u5165\u5206\u949f\u7ea7\u5b8c\u6210\u7684\u65b0\u7eaa\u5143\u3002\u8fd9\u573a\u9769\u547d\u4e0d\u4ec5\u5728\u4e8e\u8bed\u8a00\u672c\u8eab\u7684\u6027\u80fd\u4f18\u52bf\uff0c\u66f4\u5728\u4e8e\u5176\u5c06\u91cf\u5b50\u8ba1\u7b97\u4ece\u5b9e\u9a8c\u5ba4\u6a21\u62df\u63a8\u5411\u5b9e\u65f6\u51b3\u7b56\u7684\u5168\u65b0\u7ef4\u5ea6\u3002\u672a\u6765\u7684\u91cf\u5b50\u79d1\u6280\uff0c\u6216\u5c06\u4ece&quot;\u91cf\u5b50\u4f18\u8d8a\u6027\u8bc1\u660e&quot;\u5347\u7ea7\u4e3a&quot;\u91cf\u5b50\u5b9e\u9645\u5e94\u7528&quot;\uff0c\u800cJulia\uff0c\u6b63\u662f\u8fd9\u573a\u53d8\u9769\u7684\u6700\u4f73\u8f7d\u4f53\u3002<\/p>\n","protected":false},"author":2,"featured_media":49795,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[2958],"topic":[],"class_list":["post-49797","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-server","tag-2958"],"yoast_head":"<!-- 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