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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

169,291 papers · 148 categories

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1 result for “SCFG”
A Probabilistic Linear Genetic Programming with Stochastic Context-Free Grammar for solving Symbolic Regression problemscs.NE

A new probabilistic LGP method improves symbolic regression performance.

problem Traditional LGP's random search limits its effectiveness.
method Integrates SCFG with LGP, updating grammar based on selected individuals.
result Statistically better results on symbolic regression benchmarks.
symbolic regressionprobabilistic LGPSCFGgenetic programmingcontext-free grammar
2017-04-03abs ↗pdf ↗