Data Structures and Algorithms in Java
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  • Preface
    • Syllabus
    • Schedule
  • 0. Getting Started
    • 0.1. Environment Setup
    • 0.2. Quiz
  • 1. Java Essentials
    • 1.1. Abstraction
    • 1.2. Implementation
    • 1.3. Unit Testing
    • 1.4. Quiz
  • 2. Priority Queues
    • 2.1. Simple Priority Queues
    • 2.2. Binary Heap
    • 2.3. Unit Testing
    • 2.4. Benchmarking
    • 2.5. Quiz
  • 3. Sorting Algorithms
    • 3.1. Abstraction
    • 3.2. Comparison-based Sort
    • 3.3. Divide & Conquer Sort
    • 3.4. Distribution-based Sort
    • 3.5. Quiz
    • 3.6. Homework
  • 4. Binary Search Trees
    • 4.1. Binary Search Trees
    • 4.2. Balanced BST
    • 4.2. AVL Trees
    • 4.3. Red-Black Trees
    • 4.4. Quiz
  • 5. Tries
    • 5.1. Concept
    • 5.2. Implementation
    • 5.3. Quiz
    • 5.4. Homework
  • 6. Disjoint Sets
    • 6.1. Concept
    • 6.2. Implementation
    • 6.3. Quiz
  • 7. Graphs
    • 7.1. Implementation
    • 7.2. Cycle Detection
    • 7.3. Topological Sorting
    • 7.4. Quiz
  • 8. Minimum Spanning Trees
    • 8.1. Abstraction
    • 8.2. Prim's Algorithm
    • 8.3. Kruskal’s Algorithm
    • 8.4. Edmonds' Algorithm
    • 8.5. Quiz
    • 8.6. Homework
  • 9. Network Flow
    • 9.1. Flow Network
    • 9.2. Ford-Fulkerson Algorithm
    • 9.3. Simplex Algorithm
    • 9.3. Quiz
  • 10. Dynamic Programming
    • 10.1. Fibonacci Sequence
    • 10.2. Tower of Hanoi
    • 10.3. Longest Common Subsequence
    • 10.4. Quiz
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  • Coding
  • Testing
  • Benchmarking
  • Submission

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  1. 2. Priority Queues

2.5. Quiz

Quiz 2: Priority Queues

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Last updated 2 years ago

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Coding

  • Create a class called under the main package that extends the abstract class .

  • Each node in TernaryHeapQuiz takes up to 3 children, so it becomes a ternary instead of a binary tree.

  • Override the required abstract methods, , , and , such that both add() and remove() give O(log3n)O(log_3 n)O(log3​n).

  • Feel free to use the code in .

Testing

  • Create the class under the test package.

  • Test the correctness of your TernaryHeapQuiz using the method.

  • Add more tests for a more thorough assessment if necessary.

Benchmarking

  • Compare runtime speeds between BinaryHeap and TernaryHeapQuiz for add() and remove() using the method.

  • Create a PDF file quiz2.pdf and write a report that includes the following:

    • A table and a chart to compare speeds between the two priority queues for those two methods, add() and remove(), with respect to different input sizes.

    • A brief explanation of why a certain PQ is faster than the other PQ with respect to different input sizes.

Submission

1. Commit and push everything under the following packages to your GitHub repository:

2. Submit quiz2.pdf to Canvas.

Main:

Test:

TernaryHeapQuiz
queue
AbstractPriorityQueue
add()
remove()
size()
BinaryHeap
TernaryHeapQuizTest
queue
testRobustness()
testRuntime()
src/main/java/edu/emory/cs/queue
test/java/edu/emory/cs/queue