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DSA Cprogramming~10 mins

Collision Handling Using Chaining in DSA C - Execution Trace

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Concept Flow - Collision Handling Using Chaining
Start: Insert key
Compute hash index
Check bucket at index
Bucket empty?
YesCreate new linked list node with key
Add node at head of list
Traverse linked list
Insert key node
Done
When inserting a key, compute its hash index. If the bucket is empty, create a new linked list node. If not, add the new node at the head of the linked list to handle collisions.
Execution Sample
DSA C
hash_table = [NULL, NULL, NULL]
insert(5)
insert(8)
insert(11)
Insert keys 5, 8, and 11 into a hash table of size 3 using chaining to handle collisions.
Execution Table
StepOperationHash IndexBucket State BeforePointer ChangesBucket State AfterVisual State
1Insert 55 % 3 = 2NULLCreate node(5) at bucket[2]Node(5) -> NULL[NULL, NULL, 5 -> NULL]
2Insert 88 % 3 = 25 -> NULLCreate node(8), point node(8).next to node(5), bucket[2] = node(8)8 -> 5 -> NULL[NULL, NULL, 8 -> 5 -> NULL]
3Insert 1111 % 3 = 28 -> 5 -> NULLCreate node(11), point node(11).next to node(8), bucket[2] = node(11)11 -> 8 -> 5 -> NULL[NULL, NULL, 11 -> 8 -> 5 -> NULL]
4End-No more inserts--[NULL, NULL, 11 -> 8 -> 5 -> NULL]
💡 All keys inserted; chaining handled collisions by adding nodes at head of linked list in bucket 2.
Variable Tracker
VariableStartAfter Step 1After Step 2After Step 3Final
bucket[0]NULLNULLNULLNULLNULL
bucket[1]NULLNULLNULLNULLNULL
bucket[2]NULL5 -> NULL8 -> 5 -> NULL11 -> 8 -> 5 -> NULL11 -> 8 -> 5 -> NULL
Key Moments - 3 Insights
Why do we add new nodes at the head of the linked list instead of the tail?
Adding at the head is faster because we don't need to traverse the list. See execution_table steps 2 and 3 where new nodes point to the previous head.
What happens if the bucket is empty when inserting a key?
A new node is created and assigned directly to the bucket. See step 1 where bucket[2] was NULL before inserting 5.
How does chaining handle multiple keys hashing to the same index?
It stores all keys in a linked list at that bucket. The list grows by adding new nodes at the head, as shown in steps 2 and 3.
Visual Quiz - 3 Questions
Test your understanding
Look at the execution_table, what is the bucket[2] state after inserting key 8?
A5 -> NULL
B11 -> 8 -> 5 -> NULL
C8 -> 5 -> NULL
DNULL
💡 Hint
Check the 'Bucket State After' column in step 2.
At which step does the bucket[2] linked list first contain more than one node?
AStep 1
BStep 2
CStep 3
DStep 4
💡 Hint
Look at the 'Bucket State After' column and see when the list length changes.
If we changed the hash function to use modulo 1 instead of 3, what would happen to the bucket states?
AAll keys go to bucket[0], forming a longer linked list
BKeys distribute evenly across buckets
CBuckets remain empty
DKeys go to bucket[1]
💡 Hint
Modulo 1 means all keys hash to index 0, so all nodes chain there.
Concept Snapshot
Collision Handling Using Chaining:
- Use a linked list at each bucket to store multiple keys.
- Compute hash index: index = key % table_size.
- If bucket empty, create new node.
- If not, add new node at head of linked list.
- Handles collisions by chaining keys in lists.
Full Transcript
Collision handling using chaining means when two keys hash to the same index, we store them in a linked list at that index. When inserting, we compute the hash index. If the bucket is empty, we create a new node. If not, we add the new node at the head of the linked list. This way, collisions are handled by chaining keys together. For example, inserting keys 5, 8, and 11 into a hash table of size 3 results in all keys chaining at bucket index 2. The linked list grows by adding new nodes at the head, making insertion efficient.