calories_list = [i * 200 + j * 100 for i in len(run_list) for j in len(swim_list)]

时间: 2024-05-20 18:16:08 浏览: 9
This code is invalid as it contains a syntax error. The correct code would be: calories_list = [i * 200 + j * 100 for i in range(len(run_list)) for j in range(len(swim_list))] This code creates a list of calories burned for each combination of running and swimming. It uses list comprehension to iterate through the lengths of the run_list and swim_list and calculate the calories burned for each combination. The calories burned for running is calculated by multiplying the length of the run by 200, and for swimming by multiplying the length of the swim by 100. The two values are then added together to get the total calories burned for the combination.
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import random # sandwich ingredients and their associated calories ingredients = { "Bread": 100, "Ham": 150, "Lettuce": 10, "Tomato": 20, "Mayonnaise": 50, "Cheese": 120 } # prompt user for calorie range min_calories = int(input("Enter minimum calories: ")) max_calories = int(input("Enter maximum calories: ")) # calculate the minimum and maximum calories for the sandwich min_sandwich_calories = 2 * ingredients["Bread"] + min(ingredients.values()) * 2 max_sandwich_calories = 2 * ingredients["Bread"] + max(ingredients.values()) * 2 # check if the calorie range is valid if max_calories < min_sandwich_calories: print("Sorry, it is impossible to create a sandwich within the given calorie range.") else: # create the sandwich sandwich = ["Bread", "Bread"] sandwich_calories = 2 * ingredients["Bread"] while sandwich_calories < min_calories: # add random ingredient ingredient = random.choice(list(ingredients.keys())) sandwich.append(ingredient) sandwich_calories += ingredients[ingredient] while sandwich_calories <= max_calories: # add random ingredient ingredient = random.choice(list(ingredients.keys())) # check if the ingredient is the same as the previous one if len(sandwich) >= 3 and ingredient == sandwich[-2]: continue sandwich.append(ingredient) sandwich_calories += ingredients[ingredient] # check if the sandwich is already at the maximum calorie limit if sandwich_calories == max_sandwich_calories: break # add the last slice of bread sandwich.append("Bread") # print the sandwich and its total calories print("Your sandwich:", sandwich) print("Total calories:", sandwich_calories)

以下是转换后的 C# 代码,您可以直接将其复制粘贴到 Visual Studio 中进行编译运行: ``` using System; using System.Collections.Generic; namespace SandwichCalories { class Program { static void Main(string[] args) { // sandwich ingredients and their associated calories Dictionary<string, int> ingredients = new Dictionary<string, int>() { { "Bread", 100 }, { "Ham", 150 }, { "Lettuce", 10 }, { "Tomato", 20 }, { "Mayonnaise", 50 }, { "Cheese", 120 } }; // prompt user for calorie range Console.Write("Enter minimum calories: "); int min_calories = int.Parse(Console.ReadLine()); Console.Write("Enter maximum calories: "); int max_calories = int.Parse(Console.ReadLine()); // calculate the minimum and maximum calories for the sandwich int min_sandwich_calories = 2 * ingredients["Bread"] + ingredients.Values.Min() * 2; int max_sandwich_calories = 2 * ingredients["Bread"] + ingredients.Values.Max() * 2; // check if the calorie range is valid if (max_calories < min_sandwich_calories) { Console.WriteLine("Sorry, it is impossible to create a sandwich within the given calorie range."); } else { // create the sandwich List<string> sandwich = new List<string> { "Bread", "Bread" }; int sandwich_calories = 2 * ingredients["Bread"]; while (sandwich_calories < min_calories) { // add random ingredient string ingredient = ingredients.Keys.ElementAt(new Random().Next(ingredients.Count)); sandwich.Add(ingredient); sandwich_calories += ingredients[ingredient]; } while (sandwich_calories <= max_calories) { // add random ingredient string ingredient = ingredients.Keys.ElementAt(new Random().Next(ingredients.Count)); // check if the ingredient is the same as the previous one if (sandwich.Count >= 3 && ingredient == sandwich[sandwich.Count - 2]) { continue; } sandwich.Add(ingredient); sandwich_calories += ingredients[ingredient]; // check if the sandwich is already at the maximum calorie limit if (sandwich_calories == max_sandwich_calories) { break; } } // add the last slice of bread sandwich.Add("Bread"); // print the sandwich and its total calories Console.WriteLine("Your sandwich: " + string.Join(", ", sandwich)); Console.WriteLine("Total calories: " + sandwich_calories); } } } } ```

不使用LINQ查询和操作集合 改进代码 namespace SandwichCalories { class Program { static void Main(string[] args) { // sandwich ingredients and their associated calories Dictionary<string, int> ingredients = new Dictionary<string, int>() { { "Bread", 100 }, { "Ham", 150 }, { "Lettuce", 10 }, { "Tomato", 20 }, { "Mayonnaise", 50 }, { "Cheese", 120 } }; // prompt user for calorie range Console.Write("Enter minimum calories: "); int min_calories = int.Parse(Console.ReadLine()); Console.Write("Enter maximum calories: "); int max_calories = int.Parse(Console.ReadLine()); // calculate the minimum and maximum calories for the sandwich int min_sandwich_calories = 2 * ingredients["Bread"] + ingredients.Values.Min() * 2; int max_sandwich_calories = 2 * ingredients["Bread"] + ingredients.Values.Max() * 2; // check if the calorie range is valid if (max_calories < min_sandwich_calories) { Console.WriteLine("Sorry, it is impossible to create a sandwich within the given calorie range."); } else { // create the sandwich List<string> sandwich = new List<string> { "Bread", "Bread" }; int sandwich_calories = 2 * ingredients["Bread"]; while (sandwich_calories < min_calories) { // add random ingredient string ingredient = ingredients.Keys.ElementAt(new Random().Next(ingredients.Count)); sandwich.Add(ingredient); sandwich_calories += ingredients[ingredient]; } while (sandwich_calories <= max_calories) { // add random ingredient string ingredient = ingredients.Keys.ElementAt(new Random().Next(ingredients.Count)); // check if the ingredient is the same as the previous one if (sandwich.Count >= 3 && ingredient == sandwich[sandwich.Count - 2]) { continue; } sandwich.Add(ingredient); sandwich_calories += ingredients[ingredient]; // check if the sandwich is already at the maximum calorie limit if (sandwich_calories == max_sandwich_calories) { break; } } // add the last slice of bread sandwich.Add("Bread"); // print the sandwich and its total calories Console.WriteLine("Your sandwich: " + string.Join(", ", sandwich)); Console.WriteLine("Total calories: " + sandwich_calories); } } } }

One possible way to improve the code without using LINQ and manipulating collections is to simplify the while loop that adds random ingredients to the sandwich. Instead of generating a random index for the keys in the dictionary and then checking if the ingredient has already been added, we can use a random order of the keys and simply iterate over them until we reach the desired calorie limit: ``` // create the sandwich List<string> sandwich = new List<string> { "Bread", "Bread" }; int sandwich_calories = 2 * ingredients["Bread"]; // add random ingredients until we reach the minimum calorie limit List<string> random_ingredients = new List<string>(ingredients.Keys); random_ingredients.Remove("Bread"); // exclude bread from random selection random_ingredients.Shuffle(); // shuffle the order of the keys foreach (string ingredient in random_ingredients) { sandwich.Add(ingredient); sandwich_calories += ingredients[ingredient]; if (sandwich_calories >= min_calories) { break; } } // add more random ingredients until we reach the maximum calorie limit random_ingredients.Shuffle(); // shuffle the order again foreach (string ingredient in random_ingredients) { // check if the ingredient is the same as the previous one if (sandwich.Count >= 3 && ingredient == sandwich[sandwich.Count - 2]) { continue; } sandwich.Add(ingredient); sandwich_calories += ingredients[ingredient]; // check if the sandwich is already at the maximum calorie limit if (sandwich_calories >= max_calories || sandwich_calories == max_sandwich_calories) { break; } } ``` The `Shuffle` method is a custom extension method that randomly shuffles the order of the elements in a list, which can be defined as follows: ``` public static class ListExtensions { private static readonly Random random = new Random(); public static void Shuffle<T>(this IList<T> list) { for (int i = list.Count - 1; i > 0; i--) { int j = random.Next(i + 1); T temp = list[j]; list[j] = list[i]; list[i] = temp; } } } ``` By using a shuffled list of keys instead of generating a random index for each iteration, we can ensure that each ingredient is added to the sandwich at most once, without the need to check for duplicates. This also eliminates the possibility of an infinite loop if the same ingredient is randomly selected multiple times.

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namespace SandwichCalories { class Program { static void Main(string[] args) { // sandwich ingredients and their associated calories Dictionary<string, int> ingredients = new Dictionary<string, int>() { { "Bread", 100 }, { "Ham", 150 }, { "Lettuce", 10 }, { "Tomato", 20 }, { "Mayonnaise", 50 }, { "Cheese", 120 } }; // prompt user for calorie range Console.Write("Enter minimum calories: "); int min_calories = int.Parse(Console.ReadLine()); Console.Write("Enter maximum calories: "); int max_calories = int.Parse(Console.ReadLine()); // calculate the minimum and maximum calories for the sandwich int min_sandwich_calories = 2 * ingredients["Bread"] + ingredients.Values.Min() * 2; int max_sandwich_calories = 2 * ingredients["Bread"] + ingredients.Values.Max() * 2; // check if the calorie range is valid if (max_calories < min_sandwich_calories) { Console.WriteLine("Sorry, it is impossible to create a sandwich within the given calorie range."); } else { // create the sandwich List<string> sandwich = new List<string> { "Bread", "Bread" }; int sandwich_calories = 2 * ingredients["Bread"]; while (sandwich_calories < min_calories) { // add random ingredient string ingredient = ingredients.Keys.ElementAt(new Random().Next(ingredients.Count)); sandwich.Add(ingredient); sandwich_calories += ingredients[ingredient]; } while (sandwich_calories <= max_calories) { // add random ingredient string ingredient = ingredients.Keys.ElementAt(new Random().Next(ingredients.Count)); // check if the ingredient is the same as the previous one if (sandwich.Count >= 3 && ingredient == sandwich[sandwich.Count - 2]) { continue; } sandwich.Add(ingredient); sandwich_calories += ingredients[ingredient]; // check if the sandwich is already at the maximum calorie limit if (sandwich_calories == max_sandwich_calories) { break; } } // add the last slice of bread sandwich.Add("Bread"); // print the sandwich and its total calories Console.WriteLine("Your sandwich: " + string.Join(", ", sandwich)); Console.WriteLine("Total calories: " + sandwich_calories); } } } } 改进代码

import pandas as pd from sklearn.cluster import KMeans import matplotlib.pyplot as plt import numpy as np from sklearn.preprocessing import StandardScaler from sklearn import metrics beer=pd.read_csv('data.txt',encoding='gbk',sep='') X=beer[["calories","sodium","alcohol","cost"]] km=KMeans(n_clusters=3).fit(X) beer['cluster']=km.labels_ centers=km.cluster_centers_ plt.rcParams['font.size']=14 colors=np.array(['red','green','blue','yellow']) plt.scatter(beer["calories"], beer["alcohol"], c=colors[beer["cluster"]]) plt.scatter(centers[:,0], centers[:,2], linewidths=3,marker='+',s=300,c='black') plt.xlabel("Calories") plt.ylable("Alcohol") plt.suptitle("Calories and Alcohol") pd.plotting.scatter_matrix(beer[["calories", "sodium","alcohol","cost"]],s=100,alpha=1,c=colors[beer["cluster"]],figsize=(10,10)) plt.suptitle("original data") scaler=StandardScaler() X_scaled=scaler.fit_transform(X) km=KMeans(n_clusters=3).fit(X_scaled) beer["scaled_cluster"]=km.labels_ centers=km.cluster_centers_ pd.plotting.scatter_matrix(X, c=colors[beer.scaled_cluster],alpha=1,figsize=(10,10),s=100) plt.suptitle("standard data") score_scaled=metrics.silhouette_score(X, beer.scaled_cluster) score=metrics.silhouette_score(X, beer.cluster) print("得分为",score_scaled,score) scores=[] for k in range(2,20): labels=KMeans(n_clusters=k).fit(X).labels_ score=metrics.silhouette_score(X, labels) scores.append(score) for i in range(len(scores)): print((i+2,scores[i])) print(max(scores[i])) plt.figure() plt.plot(list(range(2,20)), scores,"ro") plt.xlabel("Number of Clusters Initialized") plt.ylabel("Sihouette Score") plt.suptitle("K parameter optimize") plt.show() scores=[] for k in range(2,20): labels=KMeans(n_clusters=k).fit(X_scaled).labels_ score=metrics.silhouette_score(X_scaled, labels) scores.append(score) for i in range(len(scores)): print((i+2,scores[i]))

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