Frank, you need to give us a bit more information. The secret to choosing an optimum algorithm is knowing exactly what the data is.

Try doing a 'brute force' search - how long does this take? How long do you want the maximum search time to be? Sometimes having the data pre-sorted can improve the search times.

You might also want to do a search on 'hash tables' and maybe get a book on data algorithms.