fallacy 发表于 2025-3-21 16:47:41

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excrete 发表于 2025-3-21 21:58:52

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疯狂 发表于 2025-3-22 04:17:48

Stable Distributions,rectly useful for the analysis of stable distribution applicability to evolutionary processes. At the beginning, the definition of the stable random variable, as well as its characteristic function, is given. A series of theorems which describe the properties of the stable random value is presented,

Mitigate 发表于 2025-3-22 08:30:43

Non-isotropic Stable Mutation,nt individual a normally distributed random value. Mutations in phenotypic evolutionary algorithms (see Chap. .), like evolutionary programming (Table .), evolutionary strategies (.) and evolutionary search of soft selection (.), are typical realizations of the above approach. Therefore, the most na

Allege 发表于 2025-3-22 09:39:52

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molest 发表于 2025-3-22 15:53:29

Stable Mutation with the Discrete Spectral Measure,vector . and . is a localization vector. Therefore, the application of multidimensional stable distributions to global optimization tasks is limited to two simple cases. One is (described in Chap. .) the non-isotropic stable distribution ., for which the spectral measure is generated by points lying

JOG 发表于 2025-3-22 17:30:09

Isotropic Mutation Based on an ,-Stable Generator,o our purpose, which is the elimination of the dead surrounding effect. This conclusion stems from the fact that the random variable ., where ., depends only on the generating variable . and not on the space dimension . (or a proof, see (.)). Also, we hope that this fact weakens the dead surrounding

意外 发表于 2025-3-22 22:04:29

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irritation 发表于 2025-3-23 01:29:39

Conclusions, observed phenomena, we want to discover laws governing them in order to use those in designed methods and algorithms. One of the most interesting phenomena is the evolutionary process, which is an invaluable property of nature. Thanks to this process, very complex organisms, which are adapted to al

小官 发表于 2025-3-23 06:10:39

Non-isotropic Stable Mutation,tural application of .-stable distributions to the mutation operation is exchanging the additive Gaussian disturbance of each component . of a parent vector by a random variable of the symmetric .-stable distribution . (one can calculate such a random variable based on Theorem .), which is controlled by the scale parameter ..
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查看完整版本: Titlebook: Stable Mutations for Evolutionary Algorithms; Andrzej Obuchowicz Book 2019 Springer Nature Switzerland AG 2019 Computational Intelligence.