Which sorting algorithm is appropriate depends very much on your data, e.g.:
- Is the data set to be sorted large (only then, a sophisticated algorithms may pay off)?
- Is the data set to be sorted completely random or presorted?
From your description it seems to me that you have a large data set (otherwise any algorithms giving the correct result would be probably fine, including your own that has a O(n^2) complexity), and that it is presorted, i.e. there are only only a few additions and deletions (otherwise it may not be so important to keep the original sorting).
If so, what about the following algorithm (sorry, it is in Swift, but could surely easily be converted to Obj-C):
let old = [1, 4, 2, 7, 8]
let new = [1, 4, 3, 8, 2]
var oldIndexed: [Int: Int] = [:]
for i in 0 ..< old.count {
oldIndexed[old[i]] = i
}
var newIndexed: [Int: Int] = [:]
for i in 0 ..< new.count {
newIndexed[new[i]] = oldIndexed[new[i]] ?? old.count
}
var resultArray: [(Int, Int)] = []
for (key, value) in newIndexed {
resultArray.append((key, value))
}
resultArray = resultArray.sorted { (first, second) -> Bool in
first.1 < second.1
}
let result = resultArray.map{ $0.0 } // Here: [1, 4, 2, 8, 3]
The idea is to give the old data elements an index, and every new data element the same index. This is done by using dictionaries, since there every element can be accessed by its key in O(1). New elements get a larger index (this could also be a counter to make it clearer). Then the new dictionary is converted back to an array, that is then sorted by its index. Eventually, the index is dropped, and the result is ready.
I guess, the complexity of this algorithm is determined by the sort function that should be optimal since it is implemented in the standard library.
EDIT:
I did not program in Obj-C for a long time, but tried it just for fun once more:
NSArray *old = @[@1, @4, @2, @7, @8];
NSArray *new = @[@1, @4, @3, @8, @2];
NSMutableDictionary *oldIndexed = [[NSMutableDictionary alloc] init];
for (int i = 0; i < old.count; i++) {
[oldIndexed setValue:[NSNumber numberWithInt: i] forKey: old[i]];
}
NSMutableDictionary *newIndexed = [[NSMutableDictionary alloc] init];
long counter = old.count;
for (int i = 0; i < old.count; i++) {
NSNumber *oldIndexOfNewValue = oldIndexed[new[i]];
NSNumber *newIndex;
if (oldIndexOfNewValue != nil) {
newIndex = oldIndexOfNewValue;
} else {
newIndex = [NSNumber numberWithLong: counter];
counter++;
}
[newIndexed setValue: newIndex forKey: new[i]];
}
NSMutableArray *resultArray = [[NSMutableArray alloc] init];
NSArray *allKeysInNewIndexed = newIndexed.allKeys;
for (int i = 0; i < allKeysInNewIndexed.count; i++) {
NSNumber *nextKey = allKeysInNewIndexed[i];
NSArray *nextPair = @[nextKey, newIndexed[nextKey]];
[resultArray addObject: nextPair];
}
NSArray *sortedResultArray;
sortedResultArray = [resultArray sortedArrayUsingComparator: ^NSComparisonResult(NSArray *first, NSArray *second) {
NSNumber *firstIndex = first[1];
NSNumber *secondIndex = second[1];
return [firstIndex compare: secondIndex];
}];
NSMutableArray * result = [[NSMutableArray alloc] init];
for (int i = 0; i < sortedResultArray.count; i++) {
[result addObject: sortedResultArray[i][0]];
}
[1, 4, 8, 3]because2was removed, and3is added to the end because it's a new element?