Udemy – Mastering Computational Geometry Algorithms with C++ 2021-12

Published on: 2022-12-27 06:17:18

Categories: 28

Description

Mastering Computational Geometry Algorithms with C++ published by Yudemy Academy. A Zero to Hero Guide to Computational Geometry Algorithms in C++. Computational geometry algorithms have many applications in areas such as computer games, computer simulation, computer graphics, CAD/CAM software, navigation systems, and many other daily applications. But data structures and algorithms fall into this category, due to their inherent complexities, it is still considered a specialized field. To become proficient in computational geometry, you must at least pursue your knowledge.

through the knowledge of linear algebra and their geometric representation.
Mathematical representation of geometric shapes.
Computational steps for initial testing such as intersection and distance queries.
Good understanding of algorithms in computational geometry and where they are used.

In this course I will provide you with all the necessary knowledge about computational geometry. The topics expected to be covered in this course are listed below.

Basics of linear algebra including vector and matrix calculations and implementation of those operations.
Mathematical representation of basic geometry and implementation.
A computational approach to finding intersections and distances between primitives such as rectangles, lines, planes, etc.
Orientation test on geometric prototypes.
Triangulation of polygons.
Uniform polygonal partition.
Aircraft sweeper algorithms
Calculations and implementation of convex body in two-dimensional and three-dimensional space.
Overview of simple tree data structures such as Binary Search Trees (BST) and Red Black Tree (RBT)
Running KD Tree and range queries using KDTrees.
pasture trees
Graph Theory

What you will learn in the Mastering Computational Geometry Algorithms with C++ course:

Applications of computational geometry algorithms.
Able to implement computational geometry algorithms with C++
Concerns about precision and performance and how to solve them when implementing computational geometry algorithms
A thorough understanding of the mathematics and interpretation of the mathematics behind computational geometry
A thorough understanding of vector algebra for use in computational geometry.