Name
Abstract | ||
|---|---|---|
This paper presents a simple mathematical analysis of some features of the Harmony Search algorithm (HS). HS is a recently developed derivative free optimization algorithm, which draws inspiration front the musical process of searching for a perfect state of harmony. This work analyses the evolution of the population-variance over successive generations in HS and thereby draws some important conclusions regarding the explorative power of HS. Experimental results have been provided to validate the theoretical treatment. A simple modification of the classical HS has been proposed in the light of the mathematical analysis undertaken here. |
Year | DOI | Venue |
|---|---|---|
2008 | 10.1109/ICDIM.2008.4746793 | 2008 THIRD INTERNATIONAL CONFERENCE ON DIGITAL INFORMATION MANAGEMENT, VOLS 1 AND 2 |
Keywords | Field | DocType |
random variables,evolutionary computation,harmony search,derivative free optimization,mathematical analysis,algorithm design and analysis,bandwidth,nickel,optimization | Computer science,Population variance,Evolutionary computation,Harmony search,Optimization algorithm,Artificial intelligence,Harmony (color),Machine learning | Conference |
Citations | PageRank | References |
20 | 1.07 | 7 |
Authors | ||
5 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Arpan Mukhopadhyay | 1 | 57 | 7.92 |
| Anwit Roy | 2 | 20 | 1.07 |
| Swagatam Das | 3 | 6026 | 276.66 |
| Swagatam Das | 4 | 20 | 1.07 |
| Ajith Abraham | 5 | 8954 | 729.23 |