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检索条件"主题词=Model-building optimisation algorithms"
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Deep optimisation: Multi-scale Evolution by Inducing and Searching in Deep Representations  24th
Deep Optimisation: Multi-scale Evolution by Inducing and Sea...
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24th International Conference on the Applications of Evolutionary Computation (EvoApplications) Held as Part of EvoStar Conference
作者: Caldwell, Jamie Knowles, Joshua Thies, Christoph Kubacki, Filip Watson, Richard Univ Southampton Agents Interact & Complex AIC Res Grp Southampton SO17 1BJ Hants England Invenia Labs Cambridge CB2 1AW England
The ability of evolutionary processes to innovate and scale up over long periods of time, observed in nature, remains a central mystery in evolutionary biology, and a challenge for algorithm designers to emulate and e... 详细信息
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Deep optimisation: Transitioning the Scale of Evolutionary Search by Inducing and Searching in Deep Representations
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SN Computer Science 2022年 第3期3卷 253页
作者: Caldwell, Jamie Knowles, Joshua Thies, Christoph Kubacki, Filip Watson, Richard Agents Interaction and Complexity (AIC) Research Group Southampton University Southampton SO17 1BJ United Kingdom School of Computer Science University of Birmingham Birmingham B15 2TT United Kingdom Invenia Labs Cambridge CB2 1AW United Kingdom
We investigate the optimisation capabilities of an algorithm inspired by the Evolutionary Transitions in Individuality. In these transitions, the natural evolutionary process is repeatedly rescaled through successive ... 详细信息
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