{"id":296,"date":"2024-10-16T22:57:22","date_gmt":"2024-10-16T22:57:22","guid":{"rendered":"https:\/\/www.kindsonthegenius.com\/data-science\/?page_id=296"},"modified":"2024-10-16T22:57:22","modified_gmt":"2024-10-16T22:57:22","slug":"data-science-content","status":"publish","type":"page","link":"https:\/\/www.kindsonthegenius.com\/data-science\/","title":{"rendered":"Data Science Content"},"content":{"rendered":"
Linear Programming<\/a><\/div>\n

Linear Programming Tutorial With Python Example<\/a><\/h4>\n
This would be a practical tutorial providing a step by step way to solve a given linear programming program using ...
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Linear Programming<\/a><\/div>\n

The Stigler Diet Linear Programming Problem in Python<\/a><\/h4>\n
The Stigler Diet problem is similar to the diet problem we solved previously. The difference is that we now have ...
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Linear Programming<\/a><\/div>\n

Integer Optimization – Mixed Integer Program(MIP) with Python<\/a><\/h4>\n
A Mixed Integer Program(MIP) is a linear optimization problem that requires that some of the variables be integers.\u00a0 These variables ...
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Linear Programming<\/a><\/div>\n

An MIP Problem with Python with Constraints Define with Arrays<\/a><\/h4>\n
In the previous tutorial, we learnt how to solve a Mixed Integer Program(MIP) problem in Python. In that example there ...
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Constraint Optimization<\/a><\/div>\n

Solving Constraints Optimization Problem with Python<\/a><\/h4>\n
Constraint Optimization is the class of problems that requires identifying feasible solution among a very large set of possibilities. The ...
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Constraint Optimization<\/a><\/div>\n

Solving an Optimization Problem with Python – Step by Step<\/a><\/h4>\n
In this example, we are going to solve a typical Constraint Optimization problem. In the previous tutorial, we tool a ...
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Constraint Optimization<\/a><\/div>\n

Solving Cryparithetic Puzzle in Python<\/a><\/h4>\n
A cryptarithmetic (also called verbal arithmetic) puzzle is a mathematical operation where the numbers are represented by letters. So each ...
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Constraint Programming<\/a><\/div>\n

Understanding the N-Queens Problem (with Backtracking)<\/a><\/h4>\n
In this tutorial, we would try to understand the N-Queen problem. Then in the next tutorial, we see how to ...
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Optimization<\/a>Vehicle Routing<\/a><\/div>\n

Introduction to Vehicle Routing with Python<\/a><\/h4>\n
This tutorial provides you with an overview of the Vehicle Routing Problem(VRP) and helps you understand the core concepts. In ...
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Vehicle Routing<\/a><\/div>\n

Solving the Travelling Salesman Problem (TSP) with Python<\/a><\/h4>\n
In this tutorial, we would see how to solve the TSP problem in Python. The following sections are covered. Approach ...
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