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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
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Paper Title
APPLICATION OF THE DIFFERENTIAL EVOLUTION (DE) ALGORITHM TO SOLVE ENGINEERING OPTIMIZATION PROBLEMS
Authors
Charvee M. Gurav, Bhargavi A. Ketkar, Sahil P. Patil, Prashant A. Giri
Keywords
Evolutionary Algorithms, Differential Evolution, Optimization, Genetic Algorithms
Abstract
Differential Evolution (DE) is a simple, rapid, and numerically robust evolutionary optimization approach. The DE algorithm is a population-based algorithm, similar to a genetic algorithm that employs comparable operators, such as crossover, mutation, and selection. The DE method is simple to apply to a wide range of real-valued situations. DE utilized in this work to tackle two engineering optimization problems in the literature. The approach presented in this article compared to other well-known conventional optimization method. According to the results obtained, the convergence speed of DE is much faster than that of the other approaches. As a result, the DE algorithm appears to be a potential method for solving engineering optimization issues.
IJCRT's Publication Details
Unique Identification Number - IJCRTO020011
Paper ID - 218309
Page Number(s) - 55-59
Pubished in - Volume 10 | Issue 4 | April 2022
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Charvee M. Gurav, Bhargavi A. Ketkar, Sahil P. Patil, Prashant A. Giri, "APPLICATION OF THE DIFFERENTIAL EVOLUTION (DE) ALGORITHM TO SOLVE ENGINEERING OPTIMIZATION PROBLEMS", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.10, Issue 4, pp.55-59, April 2022, Available at :http://www.ijcrt.org/papers/IJCRTO020011.pdf
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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