A Novel Differential Evolution with Co-evolution Strategy

Lee, Wei-Ping; Chien, Wan-Jou

doi:10.4304/jcp.6.3.594-602

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2013

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“…Moreover, a space usually results in dominance by only one type of worms, even though more than one type of worms on a space in the initial, displaying an evolutionary process. An evolutionary process constructed on CAs is completely emergent and self-organized one, instead of maintaining operations form outside, like artificial evolutionary systems in [16]- [18]. .…”

Section: Discussionmentioning

confidence: 99%

Self-Reproduction of Worms in Asynchronous Cellular Automata

Huang¹,

Zhu²

2013

JSW

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This paper proposes a new self-reproductive model for worms in asynchronous cellular automata, in which a variety of worms can be self-reproduced based on the shape-encoding mechanism. By dealing with interplays among worms properly, they can self-reproduce in parallel. Furthermore, self-reproduction of a worm accompanies leaving the shape information, which avoids the overcrowding of worms on cellular space. Experiments show that a space usually results in dominance by only one type of worms due to space competition, even more than one type of worms on a space in the initial, which to some extent displays the characteristic of artiﬁcial evolutionary in our self-reproductive model

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Section: Discussionmentioning

confidence: 99%