Parallel Genetic Algorithm on GPGPU |
Author(s): |
| Nilesh Bhandare , KBP college of Engineering Satara; Irshad Tamboli, K. B. P. College of Engineering & polytechnic, Satara, MS, India |
Keywords: |
| Parallel Genetic Algorithm, GPGPU, CUDA |
Abstract |
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Parallel Genetic Algorithms (PGAs) are effective and robust methods for solving many optimization problems. But PGAs gives lot of iteration and time to finding optimal solution. This paper provides the information about how various authors, researchers, scientists have applied GA/PGA on GPGPU (General purpose Graphics Processing Units) with parallelelism. Many problems have been solved on GPGPU using GAs/PGAs. The parallel natures of GA’s are well utilized on GPGPU.. Paper gives review of various applications solved and future probable area of works possible to solve with GAs/PGAs on GPU. |
Other Details |
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Paper ID: IJSRDV3I50380 Published in: Volume : 3, Issue : 5 Publication Date: 01/08/2015 Page(s): 491-494 |
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