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Samenvatting Algorithms and Data Structures (ADS)

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Samenvatting van hoorcolleges, powerpoints en werkcolleges van het vak Algorithms and Data Structures (ADS) van de Hogeschool van Amsterdam (HvA), jaar 2. Hierin wordt ingegaan op de belangrijkste theorie van het vak, zoals Java Data Structures, Generics, Recursion, Graphs, Sorting Algorithms, Searching Algorithms, Hashing, Streams en Trees. Er staan ook links naar externe video's op YouTube in het document voor het geval je meer uitleg nodig hebt bij de theorie.

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Uploaded on
January 30, 2023
Number of pages
13
Written in
2022/2023
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Algorithms & Data Structures Samenvatting
Lukas van der Gaag - HBO ICT - Software Engineer - 2022/2023


Inhoud
Inhoud 0

Generics 2
Classes 2
Methods 2

Functional Interfaces 2

Recursion 3

Searching Algorithms 3
Linear search 3
Binary search 3

Efficiency of Algorithms 4
Order Of Magnitude 4
Time Complexities 4

Sorting Algorithms 5
Selection Sort 5
Insertion Sort 5
Bubble Sort 5
Merge Sort 5
Quick Sort 6

Java Data Structures 6
Stack 6
Queue 6
Deque 6
Priority Queue 7
LinkedList 7
Set 7
Map 7
Heap 7

Hashing 8

Graphs 8
Directed Graph 8
Balanced Search Tree 8
Undirected Graph 9

, Euler Graphs 9
Hamilton Graphs 9
Tree 9
Adjacency List 9
Adjacency Matrix 9
Searching 10
Depth-First Search (DFS) 10
Breadth-First Search (BFS) 10
Minimum Spanning Trees Algorithms 10
Prim’s Algorithm 10
Kruskal’s Algorithm 10
Dijkstra Shortest Path Algorithm 11
Traversing (Traversals) 11
Pre-order traversal 11
In-order traversal 11
Post-order traversal 11

Streams 11
Operations 11
Collectors 12




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