diff --git a/404.html b/404.html index 756614c4776..db9fdf2cd3f 100644 --- a/404.html +++ b/404.html @@ -30,11 +30,11 @@ AI悦创-Python一对一辅导 - + -
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+ diff --git a/HomeWork/YuShu/Assessed-coursework4.html b/HomeWork/YuShu/Assessed-coursework4.html index f6a3d849b98..744616b0290 100644 --- a/HomeWork/YuShu/Assessed-coursework4.html +++ b/HomeWork/YuShu/Assessed-coursework4.html @@ -30,11 +30,11 @@ Assessed coursework 4 | AI悦创-Python一对一辅导 - +
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- + diff --git a/HomeWork/index.html b/HomeWork/index.html index a8a560bb2a7..60ccc7b041f 100644 --- a/HomeWork/index.html +++ b/HomeWork/index.html @@ -30,11 +30,11 @@ Home Work | AI悦创-Python一对一辅导 - +
跳至主要內容

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- + diff --git a/assets/404.html-kMYEaU4k.js b/assets/404.html-ZZ1W2I_j.js similarity index 71% rename from assets/404.html-kMYEaU4k.js rename to assets/404.html-ZZ1W2I_j.js index fc367890556..3b2897101b0 100644 --- a/assets/404.html-kMYEaU4k.js +++ b/assets/404.html-ZZ1W2I_j.js @@ -1 +1 @@ -import{_ as e}from"./plugin-vue_export-helper-x3n3nnut.js";import{o as t,c}from"./app-X27jodYS.js";const o={};function r(_,n){return t(),c("div")}const f=e(o,[["render",r],["__file","404.html.vue"]]);export{f as default}; +import{_ as e}from"./plugin-vue_export-helper-x3n3nnut.js";import{o as t,c}from"./app-DCj8MWqK.js";const o={};function r(_,n){return t(),c("div")}const f=e(o,[["render",r],["__file","404.html.vue"]]);export{f as default}; diff --git a/assets/Assessed-coursework4.html-DeGfrBNl.js b/assets/Assessed-coursework4.html-2NtsbC3g.js similarity index 92% rename from assets/Assessed-coursework4.html-DeGfrBNl.js rename to assets/Assessed-coursework4.html-2NtsbC3g.js index 5b89121edf9..734d7803b4c 100644 --- a/assets/Assessed-coursework4.html-DeGfrBNl.js +++ b/assets/Assessed-coursework4.html-2NtsbC3g.js @@ -1 +1 @@ -const e=JSON.parse('{"key":"v-77a1016a","path":"/HomeWork/YuShu/Assessed-coursework4.html","title":"Assessed coursework 4","lang":"zh-CN","frontmatter":{"title":"Assessed coursework 4","date":"2023-11-24T23:09:13.000Z","author":"AI悦创","isOriginal":true,"category":["英国-布里斯托尔"],"tag":["英国-布里斯托尔"],"icon":"MathOperations","sticky":false,"star":false,"article":true,"timeline":true,"image":false,"navbar":true,"sidebarIcon":true,"headerDepth":5,"comment":true,"lastUpdated":true,"editLink":false,"backToTop":true,"toc":true,"feed":false,"seo":false,"head":[]},"headers":[{"level":2,"title":"Introduction","slug":"introduction","link":"#introduction","children":[]},{"level":2,"title":"Handing in your coursework","slug":"handing-in-your-coursework","link":"#handing-in-your-coursework","children":[]},{"level":2,"title":"Section A (20 marks)","slug":"section-a-20-marks","link":"#section-a-20-marks","children":[]},{"level":2,"title":"Solution A","slug":"solution-a","link":"#solution-a","children":[{"level":3,"title":"Q1","slug":"q1","link":"#q1","children":[]},{"level":3,"title":"Q2","slug":"q2","link":"#q2","children":[]},{"level":3,"title":"Q3","slug":"q3","link":"#q3","children":[]}]},{"level":2,"title":"Section B (35 marks)","slug":"section-b-35-marks","link":"#section-b-35-marks","children":[]},{"level":2,"title":"Solution B","slug":"solution-b","link":"#solution-b","children":[{"level":3,"title":"Q1","slug":"q1-1","link":"#q1-1","children":[]},{"level":3,"title":"Q2","slug":"q2-1","link":"#q2-1","children":[]},{"level":3,"title":"Q3","slug":"q3-1","link":"#q3-1","children":[]},{"level":3,"title":"Q4","slug":"q4","link":"#q4","children":[]},{"level":3,"title":"Q5","slug":"q5","link":"#q5","children":[]}]},{"level":2,"title":"Section C (30 marks)","slug":"section-c-30-marks","link":"#section-c-30-marks","children":[]},{"level":2,"title":"Solution C","slug":"solution-c","link":"#solution-c","children":[{"level":3,"title":"Q1","slug":"q1-2","link":"#q1-2","children":[]}]},{"level":2,"title":"Section D (15 marks)","slug":"section-d-15-marks","link":"#section-d-15-marks","children":[]}],"git":{"createdTime":1700926817000,"updatedTime":1701010114000,"contributors":[{"name":"AndersonHJB","email":"cleland1432803776@icloud.com","commits":13}]},"readingTime":{"minutes":26.85,"words":8055},"filePathRelative":"HomeWork/YuShu/Assessed-coursework4.md","localizedDate":"2023年11月24日","copyright":{"author":"黄家宝|AI悦创"}}');export{e as data}; +const e=JSON.parse('{"key":"v-77a1016a","path":"/HomeWork/YuShu/Assessed-coursework4.html","title":"Assessed coursework 4","lang":"zh-CN","frontmatter":{"title":"Assessed coursework 4","date":"2023-11-24T23:09:13.000Z","author":"AI悦创","isOriginal":true,"category":["英国-布里斯托尔"],"tag":["英国-布里斯托尔"],"icon":"MathOperations","sticky":false,"star":false,"article":true,"timeline":true,"image":false,"navbar":true,"sidebarIcon":true,"headerDepth":5,"comment":true,"lastUpdated":true,"editLink":false,"backToTop":true,"toc":true,"feed":false,"seo":false,"head":[]},"headers":[{"level":2,"title":"Introduction","slug":"introduction","link":"#introduction","children":[]},{"level":2,"title":"Handing in your coursework","slug":"handing-in-your-coursework","link":"#handing-in-your-coursework","children":[]},{"level":2,"title":"Section A (20 marks)","slug":"section-a-20-marks","link":"#section-a-20-marks","children":[]},{"level":2,"title":"Solution A","slug":"solution-a","link":"#solution-a","children":[{"level":3,"title":"Q1","slug":"q1","link":"#q1","children":[]},{"level":3,"title":"Q2","slug":"q2","link":"#q2","children":[]},{"level":3,"title":"Q3","slug":"q3","link":"#q3","children":[]}]},{"level":2,"title":"Section B (35 marks)","slug":"section-b-35-marks","link":"#section-b-35-marks","children":[]},{"level":2,"title":"Solution B","slug":"solution-b","link":"#solution-b","children":[{"level":3,"title":"Q1","slug":"q1-1","link":"#q1-1","children":[]},{"level":3,"title":"Q2","slug":"q2-1","link":"#q2-1","children":[]},{"level":3,"title":"Q3","slug":"q3-1","link":"#q3-1","children":[]},{"level":3,"title":"Q4","slug":"q4","link":"#q4","children":[]},{"level":3,"title":"Q5","slug":"q5","link":"#q5","children":[]}]},{"level":2,"title":"Section C (30 marks)","slug":"section-c-30-marks","link":"#section-c-30-marks","children":[]},{"level":2,"title":"Solution C","slug":"solution-c","link":"#solution-c","children":[{"level":3,"title":"Q1","slug":"q1-2","link":"#q1-2","children":[]}]},{"level":2,"title":"Section D (15 marks)","slug":"section-d-15-marks","link":"#section-d-15-marks","children":[]}],"git":{"createdTime":1700926817000,"updatedTime":1701010472000,"contributors":[{"name":"AndersonHJB","email":"cleland1432803776@icloud.com","commits":14}]},"readingTime":{"minutes":27.15,"words":8146},"filePathRelative":"HomeWork/YuShu/Assessed-coursework4.md","localizedDate":"2023年11月24日","copyright":{"author":"黄家宝|AI悦创"}}');export{e as data}; diff --git a/assets/Assessed-coursework4.html-wMJMtdlk.js b/assets/Assessed-coursework4.html-CaK8J4Da.js similarity index 97% rename from assets/Assessed-coursework4.html-wMJMtdlk.js rename to assets/Assessed-coursework4.html-CaK8J4Da.js index e30608e1ccc..cf3448458f9 100644 --- a/assets/Assessed-coursework4.html-wMJMtdlk.js +++ b/assets/Assessed-coursework4.html-CaK8J4Da.js @@ -1,4 +1,4 @@ -import{_ as Q}from"./plugin-vue_export-helper-x3n3nnut.js";import{r as T,o as t,c as s,a,b as n,d as l,e}from"./app-X27jodYS.js";const p="/gzh.jpg",i="/zsxq.jpg",d={},c=e(`

Introduction

This document contains the questions for Part 3 of your assessed coursework for the unit Algorithms and Machine Learning (MATH20017). The marks for this coursework will count 10% towards your final grade.

Please contact henry.reeve@bristol.ac.uk with any questions regarding this document. Whilst I am unable to provide solutions in advance of all work being handed in, I can provide clarification.

The contents of this document should not be distributed without permission.

There are 5 sections to this coursework and you are encouraged to attempt to complete all sections.

Handing in your coursework

How you present your coursework is important. You should complete your coursework using either Google Colab, a Jupyter notebook, or an Rmarkdown. Whichever approach you take you must submit both (1) the notebook itself (typically either a .ipynb file or a .rmd file) and (2) an HTML file in which all of the blocks of code have been run. If in doubt, use the the suggested approach described in Assessed Coursework 1.

Important: Ensure that you use the correct format to submit your report as failure to do so can lead to a substantial loss of marks.

Section A (20 marks)

We begin with by implementing an adjacency list data structure for representing a graph.

class GraphNode:
+import{_ as Q}from"./plugin-vue_export-helper-x3n3nnut.js";import{r as T,o as t,c as s,a,b as n,d as l,e}from"./app-DCj8MWqK.js";const p="/gzh.jpg",i="/zsxq.jpg",d={},c=e(`
 Introduction
This document contains the questions for Part 3 of your assessed coursework for the unit Algorithms and Machine Learning (MATH20017). The marks for this coursework will count 10% towards your final grade.
Please contact henry.reeve@bristol.ac.uk with any questions regarding this document. Whilst I am unable to provide solutions in advance of all work being handed in, I can provide clarification.
The contents of this document should not be distributed without permission.
There are 5 sections to this coursework and you are encouraged to attempt to complete all sections.
 Handing in your coursework
How you present your coursework is important. You should complete your coursework using either Google Colab, a Jupyter notebook, or an Rmarkdown. Whichever approach you take you must submit both (1) the notebook itself (typically either a .ipynb file or a .rmd file) and (2) an HTML file in which all of the blocks of code have been run. If in doubt, use the the suggested approach described in Assessed Coursework 1.
Important: Ensure that you use the correct format to submit your report as failure to do so can lead to a substantial loss of marks.
 Section A (20 marks)
We begin with by implementing an adjacency list data structure for representing a graph.
class GraphNode:
     # simple graph node class for adjacency list representation
     def __init__(self, name):
         self.name = name
@@ -662,32 +662,41 @@ print_dijkstras_max_bandwidth_algorithm_output(<
 ## The maximum bandwidth path from node A to node I is 1.0
 ## The maximum bandwidth path from node A to node J is 1.0
 
 Solution C
 Q1
def dijkstras_algorithm(graph: Graph, initial_node: GraphNode):
-    # 初始化所有节点的距离为无穷大
+    # 初始化所有节点的最短路径距离为无穷大
     for node in graph.node_array:
         node.distance_from_start = np.Inf
-    # 创建一个最小堆，并将初始节点放入其中
+    # 将初始节点的最短路径距离设置为0
+    initial_node.distance_from_start = 0
+    # 初始化一个空的最小堆（min-heap）
     min_dists_heap = []
+    # 将初始节点和其距离（0）加入到堆中
     heapq.heappush(min_dists_heap, (0, initial_node))
 
-    # 当堆不为空时，继续算法
+    # 创建一个集合来跟踪已访问的节点
+    visited = set()
+
+    # 当堆不为空时，继续执行循环
     while len(min_dists_heap) > 0:
-        # 从堆中取出当前最小距离的节点
+        # 从堆中弹出当前最小距离的节点及其距离
         current_dist, current_node = heapq.heappop(min_dists_heap)
-
-        # 如果当前节点的距离已经不是最小的了，跳过当前节点
-        if current_dist > current_node.distance_from_start:
+        
+        # 如果当前节点已经被访问过，则跳过后续操作
+        if current_node in visited:
             continue
+        # 将当前节点标记为已访问
+        visited.add(current_node)
 
         # 遍历当前节点的所有邻居
         for edge in current_node.adjacency_list:
             neighbor = edge.to_node
+            # 计算到达该邻居节点的新距离
             new_dist = current_dist + edge.length
-
-            # 如果通过当前节点到邻居节点的距离更小，更新邻居节点的距离并加入堆中
+            # 如果新的距离小于邻居节点当前的最短路径距离，则进行更新
             if new_dist < neighbor.distance_from_start:
                 neighbor.distance_from_start = new_dist
+                # 将更新后的邻居节点和新的距离加入到堆中
                 heapq.heappush(min_dists_heap, (new_dist, neighbor))
-
 Section D (15 marks)
`,12),Yt=a("code",null,"square_plus",-1),Wt={class:"MathJax",jax:"SVG",style:{position:"relative"}},Ut={style:{"vertical-align":"-0.566ex"},xmlns:"http://www.w3.org/2000/svg",width:"18.001ex",height:"2.262ex",role:"img",focusable:"false",viewBox:"0 -750 7956.4 1000","aria-hidden":"true"},Kt=e('',1),$t=[Kt],as=a("mjx-assistive-mml",{unselectable:"on",display:"inline"},[a("math",{xmlns:"http://www.w3.org/1998/Math/MathML"},[a("mi",null,"X"),a("mo",null,"="),a("mo",{stretchy:"false"},"["),a("msub",null,[a("mi",null,"x"),a("mn",null,"0")]),a("mo",null,","),a("mo",null,"."),a("mo",null,"."),a("mo",null,"."),a("mo",null,","),a("msub",null,[a("mi",null,"x"),a("mrow",{"data-mjx-texclass":"ORD"},[a("mi",null,"n"),a("mo",null,"−"),a("mn",null,"1")])]),a("mo",{stretchy:"false"},"]")])],-1),ns={class:"MathJax",jax:"SVG",style:{position:"relative"}},ts={style:{"vertical-align":"-0.566ex"},xmlns:"http://www.w3.org/2000/svg",width:"20ex",height:"2.262ex",role:"img",focusable:"false",viewBox:"0 -750 8840.1 1000","aria-hidden":"true"},ss=e('',1),es=[ss],os=a("mjx-assistive-mml",{unselectable:"on",display:"inline"},[a("math",{xmlns:"http://www.w3.org/1998/Math/MathML"},[a("mi",null,"a"),a("mo",null,","),a("mi",null,"b"),a("mo",null,"∈"),a("mo",{fence:"false",stretchy:"false"},"{"),a("msub",null,[a("mi",null,"x"),a("mn",null,"0")]),a("mo",null,","),a("mo",null,"."),a("mo",null,"."),a("mo",null,"."),a("mo",null,","),a("msub",null,[a("mi",null,"x"),a("mrow",{"data-mjx-texclass":"ORD"},[a("mi",null,"n"),a("mo",null,"−"),a("mn",null,"1")])]),a("mo",{fence:"false",stretchy:"false"},"}")])],-1),Qs={class:"MathJax",jax:"SVG",style:{position:"relative"}},Ts={style:{"vertical-align":"-0.186ex"},xmlns:"http://www.w3.org/2000/svg",width:"9.755ex",height:"2.072ex",role:"img",focusable:"false",viewBox:"0 -833.9 4311.6 915.9","aria-hidden":"true"},ls=e('',1),ps=[ls],is=a("mjx-assistive-mml",{unselectable:"on",display:"inline"},[a("math",{xmlns:"http://www.w3.org/1998/Math/MathML"},[a("mi",null,"t"),a("mo",null,"="),a("msup",null,[a("mi",null,"a"),a("mn",null,"2")]),a("mo",null,"+"),a("mi",null,"b")])],-1),ds=e(`
def naive_square_plus(input_array:list, target:int):
+
 Section D (15 marks)
`,12),Yt=a("code",null,"square_plus",-1),Wt={class:"MathJax",jax:"SVG",style:{position:"relative"}},Ut={style:{"vertical-align":"-0.566ex"},xmlns:"http://www.w3.org/2000/svg",width:"18.001ex",height:"2.262ex",role:"img",focusable:"false",viewBox:"0 -750 7956.4 1000","aria-hidden":"true"},Kt=e('',1),$t=[Kt],as=a("mjx-assistive-mml",{unselectable:"on",display:"inline"},[a("math",{xmlns:"http://www.w3.org/1998/Math/MathML"},[a("mi",null,"X"),a("mo",null,"="),a("mo",{stretchy:"false"},"["),a("msub",null,[a("mi",null,"x"),a("mn",null,"0")]),a("mo",null,","),a("mo",null,"."),a("mo",null,"."),a("mo",null,"."),a("mo",null,","),a("msub",null,[a("mi",null,"x"),a("mrow",{"data-mjx-texclass":"ORD"},[a("mi",null,"n"),a("mo",null,"−"),a("mn",null,"1")])]),a("mo",{stretchy:"false"},"]")])],-1),ns={class:"MathJax",jax:"SVG",style:{position:"relative"}},ts={style:{"vertical-align":"-0.566ex"},xmlns:"http://www.w3.org/2000/svg",width:"20ex",height:"2.262ex",role:"img",focusable:"false",viewBox:"0 -750 8840.1 1000","aria-hidden":"true"},ss=e('',1),es=[ss],os=a("mjx-assistive-mml",{unselectable:"on",display:"inline"},[a("math",{xmlns:"http://www.w3.org/1998/Math/MathML"},[a("mi",null,"a"),a("mo",null,","),a("mi",null,"b"),a("mo",null,"∈"),a("mo",{fence:"false",stretchy:"false"},"{"),a("msub",null,[a("mi",null,"x"),a("mn",null,"0")]),a("mo",null,","),a("mo",null,"."),a("mo",null,"."),a("mo",null,"."),a("mo",null,","),a("msub",null,[a("mi",null,"x"),a("mrow",{"data-mjx-texclass":"ORD"},[a("mi",null,"n"),a("mo",null,"−"),a("mn",null,"1")])]),a("mo",{fence:"false",stretchy:"false"},"}")])],-1),Qs={class:"MathJax",jax:"SVG",style:{position:"relative"}},Ts={style:{"vertical-align":"-0.186ex"},xmlns:"http://www.w3.org/2000/svg",width:"9.755ex",height:"2.072ex",role:"img",focusable:"false",viewBox:"0 -833.9 4311.6 915.9","aria-hidden":"true"},ls=e('',1),ps=[ls],is=a("mjx-assistive-mml",{unselectable:"on",display:"inline"},[a("math",{xmlns:"http://www.w3.org/1998/Math/MathML"},[a("mi",null,"t"),a("mo",null,"="),a("msup",null,[a("mi",null,"a"),a("mn",null,"2")]),a("mo",null,"+"),a("mi",null,"b")])],-1),ds=e(`
def naive_square_plus(input_array:list, target:int):
     for i in range(len(input_array)):
         for j in range(len(input_array)):
             if input_array[i]**2+input_array[j] == target:
diff --git a/assets/app-X27jodYS.js b/assets/app-DCj8MWqK.js
similarity index 88%
rename from assets/app-X27jodYS.js
rename to assets/app-DCj8MWqK.js
index 1a935f7680f..ae225e7fd91 100644
--- a/assets/app-X27jodYS.js
+++ b/assets/app-DCj8MWqK.js
@@ -1,18 +1,18 @@
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+    __vite__mapDeps.viteFileDeps = ["assets/index.html-E9348-Fa.js","assets/plugin-vue_export-helper-x3n3nnut.js","assets/Assessed-coursework4.html-CaK8J4Da.js","assets/404.html-ZZ1W2I_j.js","assets/index.html-TXAzjlRY.js","assets/index.html-6dyFdNkM.js"]
   }
   return indexes.map((i) => __vite__mapDeps.viteFileDeps[i])
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\ No newline at end of file
diff --git a/assets/index.html-BcuzotPk.js b/assets/index.html-6dyFdNkM.js
similarity index 76%
rename from assets/index.html-BcuzotPk.js
rename to assets/index.html-6dyFdNkM.js
index 92a54a4a473..6098fa73145 100644
--- a/assets/index.html-BcuzotPk.js
+++ b/assets/index.html-6dyFdNkM.js
@@ -1 +1 @@
-import{_ as o}from"./plugin-vue_export-helper-x3n3nnut.js";import{r as t,o as n,c,d as r}from"./app-X27jodYS.js";const a={};function _(s,l){const e=t("AutoCatalog");return n(),c("div",null,[r(e)])}const f=o(a,[["render",_],["__file","index.html.vue"]]);export{f as default};
+import{_ as o}from"./plugin-vue_export-helper-x3n3nnut.js";import{r as t,o as n,c,d as r}from"./app-DCj8MWqK.js";const a={};function _(s,l){const e=t("AutoCatalog");return n(),c("div",null,[r(e)])}const f=o(a,[["render",_],["__file","index.html.vue"]]);export{f as default};
diff --git a/assets/index.html-wkn0U4yN.js b/assets/index.html-E9348-Fa.js
similarity index 71%
rename from assets/index.html-wkn0U4yN.js
rename to assets/index.html-E9348-Fa.js
index d76e6e5d29d..590b4fbdf77 100644
--- a/assets/index.html-wkn0U4yN.js
+++ b/assets/index.html-E9348-Fa.js
@@ -1 +1 @@
-import{_ as e}from"./plugin-vue_export-helper-x3n3nnut.js";import{o as t,c}from"./app-X27jodYS.js";const o={};function r(n,_){return t(),c("div")}const f=e(o,[["render",r],["__file","index.html.vue"]]);export{f as default};
+import{_ as e}from"./plugin-vue_export-helper-x3n3nnut.js";import{o as t,c}from"./app-DCj8MWqK.js";const o={};function r(n,_){return t(),c("div")}const f=e(o,[["render",r],["__file","index.html.vue"]]);export{f as default};
diff --git a/assets/index.html-QnGLn5Vr.js b/assets/index.html-TXAzjlRY.js
similarity index 76%
rename from assets/index.html-QnGLn5Vr.js
rename to assets/index.html-TXAzjlRY.js
index 92a54a4a473..6098fa73145 100644
--- a/assets/index.html-QnGLn5Vr.js
+++ b/assets/index.html-TXAzjlRY.js
@@ -1 +1 @@
-import{_ as o}from"./plugin-vue_export-helper-x3n3nnut.js";import{r as t,o as n,c,d as r}from"./app-X27jodYS.js";const a={};function _(s,l){const e=t("AutoCatalog");return n(),c("div",null,[r(e)])}const f=o(a,[["render",_],["__file","index.html.vue"]]);export{f as default};
+import{_ as o}from"./plugin-vue_export-helper-x3n3nnut.js";import{r as t,o as n,c,d as r}from"./app-DCj8MWqK.js";const a={};function _(s,l){const e=t("AutoCatalog");return n(),c("div",null,[r(e)])}const f=o(a,[["render",_],["__file","index.html.vue"]]);export{f as default};
diff --git a/index.html b/index.html
index 32cf39dc215..81c948c20cb 100644
--- a/index.html
+++ b/index.html
@@ -30,11 +30,11 @@
     
     黄家宝 | AI悦创-Python一对一辅导
     
-    
+    
     
   
   
     
跳至主要內容
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-    
+    
   
 
diff --git a/sitemap.xml b/sitemap.xml
index 2a162bbc4e4..1f71af35da5 100644
--- a/sitemap.xml
+++ b/sitemap.xml
@@ -1,3 +1,3 @@
 
 
-https://bornforthis.cn/2023-11-26T10:08:14.000Zdailyhttps://bornforthis.cn/HomeWork/YuShu/Assessed-coursework4.html2023-11-26T14:48:34.000Zdaily
\ No newline at end of file
+https://bornforthis.cn/2023-11-26T10:08:14.000Zdailyhttps://bornforthis.cn/HomeWork/YuShu/Assessed-coursework4.html2023-11-26T14:54:32.000Zdaily
\ No newline at end of file