摘要 : In this work we introduce a new class of gradient-free global optimization methods based on a binary interaction dynamics governed by a Boltzmann type equation. In each interaction the particles act taking into account both the be... 展开
作者 | Benfenati~ Alessandro Borghi~ Giacomo Pareschi~ Lorenzo |
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作者单位 | |
期刊名称 | 《Applied mathematics and optimization》 |
总页数 | 41 |
语种/中图分类号 | 英语 / O224 |
关键词 | Gradient-free methods Global optimization Boltzmann equation Mean-field limit Consensus-based optimization Machine learning CONSENSUS-BASED OPTIMIZATION DIRECT SIMULATION FIELD |
馆藏号 | N2008EPST0000474 |