Protein Folding Simulation Using Combinatorial Whale Optimization Algorithm
| Autor: | Ioan Sima, B. Parv |
|---|---|
| Rok vydání: | 2019 |
| Předmět: |
0303 health sciences
biology Continuous function Optimization algorithm Whale Function optimization Computer science Combinatorial optimization problem 02 engineering and technology 03 medical and health sciences Development (topology) biology.animal 0202 electrical engineering electronic engineering information engineering 020201 artificial intelligence & image processing Protein folding Algorithm 030304 developmental biology |
| Zdroj: | SYNASC |
| DOI: | 10.1109/synasc49474.2019.00030 |
| Popis: | The Whale Optimization Algorithm (WOA) is a novel nature-inspired algorithm, being originally dedicated to continuous function optimization. This paper modifies it to address combinatorial, i.e. discrete function optimization; the new algorithm is called Combinatorial Whale Optimization Algorithm (cWOA). cWOA was applied to protein folding problem on the 2D HP Model, which is a well known combinatorial optimization problem. The results are encouraging for further development and expansion of experiments to 3D HP or other models. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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