cs.NE · 2026-06-15 · No. 24

Neural and Evolutionary Computing, 2026-06-15.

1 new papers in cs.NE. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

1 entries
  1. 01

    MeEvo: Metacognitive Evolution Combined with Natural Evolution for Automatic Heuristic Design

    Zishang Qiu, Xinan Chen, Rong Qu, Ruibin Bai

    cs.NE · cs.AI

    Large Language Models (LLMs) have advanced Automatic Heuristic Design (AHD) by enabling heuristic generation through reasoning and code synthesis. Existing LLM-based AHD architectures mainly follow two paradigms: Natural Evolution, which uses crossover and mutation to explore heuristic programs, and Metacognitive Evolution, which refines reasoning through reflection. However, Natural Evolution discards reasoning traces, weakening knowledge...

    arxiv.org/abs/2606.14202 · PDF

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