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Visual Analysis of Differential Evolution Algorithms
2018In this article a web tool which contributes to the visual analysis of the Differential Evolution (DE) algorithms is presented. The tool provides a graphic interface with 8 views that allows understanding the underlying process of the algorithm. The tool has a library which extracts data from DE algorithms and its main feature is that the functions of ...
Adriana Mexicano-Santoyo +5 more
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Exploited Differential Evolution Algorithm
2015 International Conference on Computational Intelligence and Communication Networks (CICN), 2015Evolutionary algorithms are efficient algorithms for solving the most complex optimization problems of the current era. Differential Evolution (DE) is a simple population based evolutionary algorithm under this category. As shown in literature, c omparative to exploration of the search space, DE is less capable of exploiting the existing solutions ...
Aakanksha Bhatnagar +2 more
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Interval Differential Evolution Algorithm
2020By introducing the interval model into the existing differential evolution, this chapter proposes a novel interval differential evolution algorithm, which can directly solve the original interval optimization problem rather than transforming it to a deterministic optimization problem first.
Chao Jiang, Xu Han, Huichao Xie
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Feature Extraction with Differential Evolution Algorithm
2023 International Conference on Information Technology (ICIT), 2023Salam Hamdan +4 more
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Differential Evolution Algorithm: Recent Advances
2012Differential Evolution (DE) has been a competitive stochastic realparameter optimization algorithm since it was introduced in 1995. DE possesses computational steps similar to a standard Evolutionary Algorithm (EA). DE perturbs the population members with the scaled differences of distinct population members.
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A differential evolution algorithm for multidimensional arrays
2010 IEEE International Conference on Acoustics, Speech and Signal Processing, 2010In this paper, we propose a differential evolution (DE) algorithm which aims to optimize a system whose parameters form a multidimensional array. Determination of the optimal demixing matrix in a blind signal separation problem can be considered as an example of this type of system. Since the DE algorithm performs only on column vectors, it can be used
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Variant of Differential Evolution Algorithm
2017Differential evolution is a nature-inspired optimization technique. It has achieved best solutions on large area of test suits. DE algorithm is efficient in programming and it has broad applicability in engineering. This paper presents modified mutation vector generation strategy of basic DE for solving stagnation problem. A new variant of differential
Richa Shukla +4 more
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An enhanced distributed differential evolution algorithm for portfolio optimization problems
Engineering Applications of Artificial Intelligence, 2023Yingjie Song, Wuquan Deng, Wu Deng
exaly