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Fundamental Algorithms and Data Structures

2024-10-14 18:47:46 0 Report
Fundamental Algorithms and Data Structures
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Outline/Content
Bubble Sort
Quick Sort
Comparison Sorting Algorithms
Counting sort
Radix sort
Non-comparison sorting algorithm
Sorting algorithm classification
Time complexity analysis
Space complexity analysis
Stability consideration
Performance Evaluation of Sorting Algorithms
Big data sorting
Real-time data processing
Application Examples of Search Algorithms
Sorting algorithm
Linear Search
Binary search
Depth-First Search
Breadth-First Search
Search Algorithm Classification
Pruning technique
Hash table acceleration
Search Algorithm Optimization Strategy
Graph traversal problem
Database query optimization
Search Algorithm
Local optimum
Greedy selective property
Greedy Algorithm Basic Concept
Problem Modeling
Greedy strategy selection
Greedy algorithm design steps
Activity selection problem
Huffman coding
Greedy Algorithm
Branch and Bound
Basic Concepts of Branching Algorithms
Backtracking
Branch and Bound Method
Branching algorithm classification
Traveling Salesman Problem
Eight queens problem
Branching Algorithm Application Examples
Branching algorithm
Fundamentals of Algorithms
sequence table
Node Definition
Insert operation
Delete operation
Singly linked list
Bidirectional traversal
Circular linked list
Double linked list
linked list
stack
First-in-first-out feature
queue
Stack and queue
Linear list
Nodes and edges
The classification of trees
The basic concept of trees
Binary tree properties
Preorder traversal
In-order traversal
Postorder traversal
Traversal algorithm
Binary tree
Representation of the graph
Adjacency Matrix
Adjacency List
Graph traversal
Map
Trees and Graphs
Constructor method
Conflict resolution
Hash function
Open addressing method
Chain Addressing Method
The implementation of hash tables
Quick search
Deduplication operation
The application of hash tables
hash table
Fundamentals of Data Structures
Fundamental Algorithms and Data Structures
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