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- W2359157462 abstract "In order to solve the problem of slow and premature convergence for the classical differential evolution algorithm, a novel improved differential evolution algorithm is proposed using inertial mutation and orthogonal design.On the basis of classical differential evolution algorithm,an inertial mutation is applied to the local neighborhood of better individuals of each generation to get better ones.At the end of each generation updating,orthogonal design is applied to the neighborhood of the best individual to accelerate convergence.A set of 7 standard benchmark functions is adopted to test the performance of the proposed algorithm.The results show that the algorithm has a good solution quality,convergence rate,stability and scalability compared with classical differential evolution algorithm and current common using the improved differential evolution algorithm." @default.
- W2359157462 created "2016-06-24" @default.
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- W2359157462 date "2011-01-01" @default.
- W2359157462 modified "2023-09-26" @default.
- W2359157462 title "Improved differential evolution algorithm using inertial mutation and orthogonal design" @default.
- W2359157462 hasPublicationYear "2011" @default.
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