Lab_1

Lab 1

1. Euclidean Distance

• To calculate the Euclidean distance between numbers which are placed in a pair of arrays.
• We use the euclidean distance formula to calculate the Euclidean distance between two arrays denoted in the formula as p and q respectively, and the summation runs through all the elements of the arrays.

2. Manhattan Distance

• To calculate the Manhattan distance between numbers which are placed in a pair of arrays.
• We use the manhattan distance formula to calculate the Manhattan distance between two arrays denoted in the formula as x and y respectively, and the summation runs through all the elements of the arrays.
• Here we take the absolute magnitude of the distance between the pair of numbers, which gives the Manhattan distance between them.

3. Minkowski Distance

• To calculate the Minkowski distance between numbers which are placed in a pair of arrays, and using the given p value.
• We use this formula to calculate the Minkowski distance between two arrays denoted in the formula as a and b respectively, and the summation runs through all the elements of the arrays.
• Here we take the p’th root of the distance between the difference of the pair of numbers raised to the p’th power, which gives the Minkowski distance between them.