We revisit the classical algorithms for searching over sorted sets to introduce an algorithm refinement, called Adaptive search, that combines the good features of Interpolation search and those of Binary search. W.r.t. Interpolation search, only a constant number of extra comparisons is introduced. Yet, under diverse input data distributions our algorithm shows costs comparable to that of Interpolation search, i.e., O(log logn) while the worst-case cost is always in O(logn), as with Binary search. On benchmarks drawn from large datasets, both synthetic and real-life, Adaptive search scores better times and lesser memory accesses even than Santoro and Sidney's Interpolation-Binary search.
Adaptive search over sorted sets / B. Bonasera, E. Ferrara, G. Fiumara, F. Pagano, A. Provetti. - In: JOURNAL OF DISCRETE ALGORITHMS. - ISSN 1570-8667. - 30:(2015), pp. 128-133. [10.1016/j.jda.2014.12.007]
Adaptive search over sorted sets
F. Pagano;A. Provetti
2015
Abstract
We revisit the classical algorithms for searching over sorted sets to introduce an algorithm refinement, called Adaptive search, that combines the good features of Interpolation search and those of Binary search. W.r.t. Interpolation search, only a constant number of extra comparisons is introduced. Yet, under diverse input data distributions our algorithm shows costs comparable to that of Interpolation search, i.e., O(log logn) while the worst-case cost is always in O(logn), as with Binary search. On benchmarks drawn from large datasets, both synthetic and real-life, Adaptive search scores better times and lesser memory accesses even than Santoro and Sidney's Interpolation-Binary search.File | Dimensione | Formato | |
---|---|---|---|
19-bonasera-JDA12.pdf
accesso aperto
Tipologia:
Post-print, accepted manuscript ecc. (versione accettata dall'editore)
Dimensione
107.59 kB
Formato
Adobe PDF
|
107.59 kB | Adobe PDF | Visualizza/Apri |
19bis-bonasera-adaptive_search-JDA15.pdf
accesso aperto
Tipologia:
Publisher's version/PDF
Dimensione
210.72 kB
Formato
Adobe PDF
|
210.72 kB | Adobe PDF | Visualizza/Apri |
Pubblicazioni consigliate
I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.