To merge two sorted sequences of sizes m and n, the maximum (worst-case) number of comparisons required is:
Comparisons=m+n−1 To minimize the total number of comparisons, we use the Optimal Merge Pattern (a greedy Huffman-like approach), repeatedly selecting the two sequences of smallest length to merge.
### Step-by-step Merging:
Initial list of lengths: {20,24,30,35,50}
First Merge:
Choose the two smallest: 20 and 24.
New sequence size: 20+24=44.
Worst-case comparisons: 20+24−1=43.
Remaining lengths: {30,35,44,50}.
Second Merge:
Choose the two smallest: 30 and 35.
New sequence size: 30+35=65.
Worst-case comparisons: 30+35−1=64.
Remaining lengths: {44,50,65}.
Third Merge:
Choose the two smallest: 44 and 50.
New sequence size: 44+50=94.
Worst-case comparisons: 44+50−1=93.
Remaining lengths: {65,94}.
Fourth Merge:
Merge the last two: 65 and 94.
New sequence size: 65+94=159.
Worst-case comparisons: 65+94−1=158.
### Total Worst-Case Comparisons:
Total Comparisons=43+64+93+158=358