How to resolve the algorithm Dot product step by step in the C# programming language
How to resolve the algorithm Dot product step by step in the C# programming language
Table of Contents
Problem Statement
Create a function/use an in-built function, to compute the dot product, also known as the scalar product of two vectors. If possible, make the vectors of arbitrary length.
As an example, compute the dot product of the vectors:
If implementing the dot product of two vectors directly:
Let's start with the solution:
Step by Step solution about How to resolve the algorithm Dot product step by step in the C# programming language
The code snippet you provided is a C# program that calculates the dot product of two vectors. The dot product is a scalar value that is calculated by multiplying the corresponding elements of two vectors and then summing the products.
The first method, DotProduct
, takes two arrays of decimal
values as input and returns the dot product of the two vectors represented by the arrays. The method first checks if either of the input arrays are null or if they have different lengths. If either of these conditions is true, the method returns 0. Otherwise, the method loops through the elements of the two arrays, multiplies the corresponding elements, and adds the products to a running total. The running total is returned as the dot product of the two vectors.
The second method, DotProduct
, is a more concise way to calculate the dot product of two vectors. It uses the Zip
and Sum
extension methods to perform the multiplication and addition operations. The Zip
method takes two arrays as input and returns a sequence of tuples, where each tuple contains the corresponding elements from the two arrays. The Sum
method takes a sequence of values as input and returns the sum of the values.
Here is an example of how to use the DotProduct
method:
decimal[] vec1 = new decimal[] { 1, 3, -5 };
decimal[] vec2 = new decimal[] { 4, -2, -1 };
decimal dotProduct = DotProduct(vec1, vec2);
Console.WriteLine(dotProduct); // Output: -3
In this example, the DotProduct
method returns the value -3, which is the dot product of the two vectors.
Source code in the csharp programming language
static void Main(string[] args)
{
Console.WriteLine(DotProduct(new decimal[] { 1, 3, -5 }, new decimal[] { 4, -2, -1 }));
Console.Read();
}
private static decimal DotProduct(decimal[] vec1, decimal[] vec2)
{
if (vec1 == null)
return 0;
if (vec2 == null)
return 0;
if (vec1.Length != vec2.Length)
return 0;
decimal tVal = 0;
for (int x = 0; x < vec1.Length; x++)
{
tVal += vec1[x] * vec2[x];
}
return tVal;
}
public static decimal DotProduct(decimal[] a, decimal[] b) {
return a.Zip(b, (x, y) => x * y).Sum();
}
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