cs.NE · 2026-08-25 · No. 95

Neural and Evolutionary Computing, 2026-08-25.

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

01 — The papers

2 entries
  1. 01

    Mycelial Search: A Graph-Structured Metaheuristic for Continuous Optimisation

    Mohammad Mahdi Dehshibi

    cs.NE · cs.AI

    Continuous optimisation methods need to balance sharing information and maintaining alternative search directions. In this paper, we introduce Mycelial Search (Myco), a graph-structured metaheuristic designed around active tips, community-weighted flow, adaptive cord plasticity, and anchor-based injection. Candidate solutions form an evolving spatial graph in which a Louvain partition distinguishes within-community from cross-community...

    arxiv.org/abs/2608.23323 · PDF

  2. 02

    Spicing up Genetic Netlist Generation with LLMs

    Stefan Uhlich, Yağız Gençer, Andrea Bonetti, Arun Venkitaraman, Chia-Yu Hsieh, Eisaku Ohbuchi, Lorenzo Servadei

    cs.NE · cs.AR · cs.LG

    Analog circuit topology synthesis remains challenging because useful designs occupy a tiny fraction of a combinatorial search space, and small structural changes can induce highly nonlinear changes in behavior. Evolutionary algorithms are attractive because they can optimize over discrete circuit topologies using only black-box evaluations, but they often require many SPICE simulations and may converge prematurely. We introduce...

    arxiv.org/abs/2608.23317 · PDF

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