ASSESSMENT TASK BRIEF
| Arena Title | Introduction to Programming and Algorithm |
|---|---|
| Arena Code | PRO501AC |
| Evaluation | 3 – Shimmering and Written |
| Individual/Neighborhood | Individual |
| Size | Code + Document |
| Studying Outcomes | 1,2,3,4,5,6 |
| Submission | TBA |
| Weighting | 40% |
| Entire Marks | 40 |
Context
You’re tasked with measuring and imposing an environment friendly sorting and taking a see algorithm to form and search a broad dataset of integers. The fair is to rob into consideration your figuring out of various information constructions and algorithms, moreover to your skill to opt and implement an acceptable reply based on metrics.
Instructions
Evaluation Initiatives
This assessment has 2 Initiatives:
Activity 1: Python Program
Settle a sorting and a search algorithm that you simply specialise in is properly-fitted to the given sigh. Consider of things equivalent to time complexity, dwelling complexity, and the traits of the dataset. Put in drive the chosen algorithms in Python and measure their performance in phrases of time it takes to electrify the taking a see and sorting tasks across datasets of 1000, 50000, 10000 and 100000 records.
Activity 2: Document
It is doubtless you’ll well put up a document that summarizes your sequence of algorithm and information structure for taking a see and sorting on your application, the course of you veteran to effect your reply, the check information sets veteran, alongside with specified metrics for the construction. Bustle a chain of on the very least two search algorithms and 4 sorting algorithms, 3 from in-station sorting (equivalent to bubble, option and insertion) and 1 from either merge or like a flash form. Doc the following on your Document:
- Overview of the chosen sorting algorithms.
- Temporary Clarification of how the algorithm works.
- Compare the performance of the 2 chosen search algorithms in phrases of the time taken:
- As demonstrated in class, comprise Bar Graphs to showcase the comparisons. Repeat this for your complete dataset of above datasets of diversified lengths.
- Per the above outcomes, mumble about which algorithm can be the compatible option in phrases of the quickest time. Level to why.
- Repeat the steps (a) to (d) for the chosen sorting algorithms and focal point on:
- a) Time taken
- b) Quantity of Swaps
- c) Quantity of Comparisons
Finding out:
Form 4 datasets with loads of sizes (examples: 1000, 5000, 10000, 100000) to check the efficiency of your algorithms. Consist of the datasets veteran for finding out alongside alongside with your submission.
NOTE – It is doubtless you’ll well grunt ChatGPT to comprise the datasets of unsorted random integers. Browsing and Sorting algorithms can be generated the grunt of ChatGPT alongside with code to generate the comparative Bar Graphs.
IMPORTANT: Doc your complete prompts you veteran on your Document.
You’re to put up the following:
- Put up your Python code in information.
- Put up the datasets veteran for finding out.
- Put up the document in a natty document structure (Discover).
On-line submissions thru field Seek for Hub/Commence Studying space.
Marking Book
| Entire sequence of marks – 40 | |
|---|---|
| Code in fashioned | |
| Code adheres to the guidelines outlined within the PEP 8 Model Book for Python code | 1 |
| Sorting algorithm | |
| Correctness and efficiency of the applied sorting algorithm across 4 diversified dimension information sets | 2 |
| Time complexity between 4 sorting algorithms measured and displayed in a Bar Graph | 4 |
| Quantity of comparisons and swaps performed by the 4 chosen form algorithms and outcomes displayed as a Bar Graph | 4 |
| Overview of the chosen sorting algorithm | 1 |
| Clarification of how the algorithm works. | 1 |
| Dialogue of why you chose this algorithm over diversified selections. based on the measures information | 4 |
| Browsing Algorithm | |
| Correctness and efficiency of the applied taking a see algorithm | 2 |
| Time complexity diagnosis of the three search algorithms across all datasets | 4 |
| Overview of the chosen taking a see algorithm. | 1 |
| Clarification of how the algorithm works. | 1 |
| Bar Graphs generated across all datasets and a discussion of why you chose this algorithm over diversified selections. | 4 |
| Odd | |
| Apt information submitted including forms and names (zip and Discover) | 2 |
| Reflection Document | |
| Document presentation and feedback including how long the applications took to form and any considerations encountered | 2 |
| Diminutive print of the course of they veteran to effect their reply is equipped | 2 |
| The check information sets veteran, alongside with specified metrics for the construction | 1 |
| Cloak screen pictures of finding out and annotations | 2 |
| Reflection on the construction course of, including what you learned and the plot in which you would possibly give a seize to the implementation within the longer term. | 2 |
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