Paper Citation Record · LEDGER

Algorithm Evolution Using Large Language Model

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 23 inbound Pith citation observations for arXiv:2311.15249.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2311.15249 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 23 of 23 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:50:08.898214Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-02T08:46:48.553284Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation f2c1dcfe-8ad0-4939-a551-c5182fc41500 · inbound

Controlling the Mutation in Large Language Models for the Efficient Evolution of Algorithms cites this paper.

Controlling the Mutation in Large Language Models for the Efficient Evolution of Algorithms Algorithm Evolution Using Large Language Model

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T22:40:22.604842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 988be0ef-5a48-4b80-971e-ca2c678e0f76 · inbound

Using Large Language Models for Parametric Shape Optimization cites this paper.

Using Large Language Models for Parametric Shape Optimization Algorithm Evolution Using Large Language Model

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-11T18:19:54.069032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7cd8aa6-c7a3-4389-9ab6-e88b0d82f1f9 · inbound

QUBE: Enhancing Automatic Heuristic Design via Quality-Uncertainty Balanced Evolution cites this paper.

QUBE: Enhancing Automatic Heuristic Design via Quality-Uncertainty Balanced Evolution Algorithm Evolution Using Large Language Model

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-10T23:21:23.939613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50aaebed-9224-4e26-a73d-e1f45dcf2ee0 · inbound

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design cites this paper.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Algorithm Evolution Using Large Language Model

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:29.293725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6666ea99-9c89-433e-ad70-5ab733d5a893 · inbound

Fitness Landscape of Large Language Model-Assisted Automated Algorithm Search cites this paper.

Fitness Landscape of Large Language Model-Assisted Automated Algorithm Search Algorithm Evolution Using Large Language Model

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-16T05:50:08.898214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1b6d650-e563-44eb-9c65-dff1b37bf1a5 · inbound

Optimization Problem Solving Can Transition to Evolutionary Agentic Workflows cites this paper.

Optimization Problem Solving Can Transition to Evolutionary Agentic Workflows Algorithm Evolution Using Large Language Model

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T23:34:30.148702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1525ed4f-33a6-43b4-b1c9-62cc91dccff0 · inbound

TrajEvo: Designing Trajectory Prediction Heuristics via LLM-driven Evolution cites this paper.

TrajEvo: Designing Trajectory Prediction Heuristics via LLM-driven Evolution Algorithm Evolution Using Large Language Model

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T23:32:07.400939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c2a1f06-b7d1-405d-8785-343213add62c · inbound

CALM: Co-evolution of Algorithms and Language Model for Automatic Heuristic Design cites this paper.

CALM: Co-evolution of Algorithms and Language Model for Automatic Heuristic Design Algorithm Evolution Using Large Language Model

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T20:40:33.606334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74ff9f97-7681-42d5-b2f3-a95d40e756b3 · inbound

Efficient Heuristics Generation for Solving Combinatorial Optimization Problems Using Large Language Models cites this paper.

Efficient Heuristics Generation for Solving Combinatorial Optimization Problems Using Large Language Models Algorithm Evolution Using Large Language Model

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T20:36:53.041678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf2350b9-72ff-4611-a8fa-854cc15db350 · inbound

LLaMEA-BO: A Large Language Model Evolutionary Algorithm for Automatically Generating Bayesian Optimization Algorithms cites this paper.

LLaMEA-BO: A Large Language Model Evolutionary Algorithm for Automatically Generating Bayesian Optimization Algorithms Algorithm Evolution Using Large Language Model

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-07T13:47:24.856382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8866eda3-d562-4e67-8e09-72a6d72a764a · inbound

ACEvo: Adversarial Co-Evolution of Problem Distributions and Solvers for Combinatorial Optimization cites this paper.

ACEvo: Adversarial Co-Evolution of Problem Distributions and Solvers for Combinatorial Optimization Algorithm Evolution Using Large Language Model

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T11:25:13.855448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c14bdb64-ff9a-46c6-84f0-67382e1341d2 · inbound

REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models cites this paper.

REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models Algorithm Evolution Using Large Language Model

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T05:32:22.142891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ad2a870-09c0-42d2-adcf-416fcf2d8db4 · inbound

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization cites this paper.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Algorithm Evolution Using Large Language Model

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-15T19:18:49.649007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7af37f2a-312f-4b6c-b0f4-5d467e48877e · inbound

Fine-tuning Large Language Model for Automated Algorithm Design cites this paper.

Fine-tuning Large Language Model for Automated Algorithm Design Algorithm Evolution Using Large Language Model

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-21T23:40:46.624934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 883de846-dcf9-4376-b6e2-5a5c3d8ec111 · inbound

A Systematic Survey on Large Language Models for Evolutionary Optimization: From Modeling to Solving cites this paper.

A Systematic Survey on Large Language Models for Evolutionary Optimization: From Modeling to Solving Algorithm Evolution Using Large Language Model

Reference 152

Resolution: unresolved; no resolver link, observed 2026-08-04T20:55:41.680519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1747990d-171f-4cec-83a8-057d8f1c948a · inbound

PathWise: Planning through World Model for Automated Heuristic Design via Self-Evolving LLMs cites this paper.

PathWise: Planning through World Model for Automated Heuristic Design via Self-Evolving LLMs Algorithm Evolution Using Large Language Model

Reference 366

Resolution: malformed identifier; no resolver link, observed 2026-08-03T07:25:20.225541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e32bd5b-02e6-49dd-9569-fbf4b65eb743 · inbound

PyVRP$^+$: LLM-Driven Metacognitive Heuristic Evolution for Hybrid Genetic Search in Vehicle Routing Problems cites this paper.

PyVRP$^+$: LLM-Driven Metacognitive Heuristic Evolution for Hybrid Genetic Search in Vehicle Routing Problems Algorithm Evolution Using Large Language Model

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-11T00:45:49.261312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e1299778-6874-444b-b494-7496b6efeada · inbound

Back to the Beginning of Heuristic Design: Bridging Code and Knowledge with LLMs cites this paper.

Back to the Beginning of Heuristic Design: Bridging Code and Knowledge with LLMs Algorithm Evolution Using Large Language Model

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-11T19:56:10.227067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e1e8d5c8-a244-4e60-95c7-8da819b68721 · inbound

LLM-Enabled Automated Algorithm Design for Multiuser Fluid Antenna Communications cites this paper.

LLM-Enabled Automated Algorithm Design for Multiuser Fluid Antenna Communications Algorithm Evolution Using Large Language Model

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-06-30T20:35:02.503724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3cb06f3a-53e7-4a8f-92e6-dd291572fcb6 · inbound

Effective Harness Engineering for Algorithm Discovery with Coding Agents cites this paper.

Effective Harness Engineering for Algorithm Discovery with Coding Agents Algorithm Evolution Using Large Language Model

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-19T18:12:42.694417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 54218547-e3e9-472d-91bd-08e66f12df6c · inbound

Vehicle Routing Problem Meets Large Language Models: An Overview and Perspectives cites this paper.

Vehicle Routing Problem Meets Large Language Models: An Overview and Perspectives Algorithm Evolution Using Large Language Model

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-07-02T08:46:48.555092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 54ce0310-29e1-432e-930a-780b2b5f7d24 · inbound

DGA$_2$D: Directed Graph-Guided Automated Algorithm Design with Large Language Models cites this paper.

DGA$_2$D: Directed Graph-Guided Automated Algorithm Design with Large Language Models Algorithm Evolution Using Large Language Model

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T15:24:44.132817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9f3c976-21d7-4875-9eac-3ccbf8d5bf09 · inbound

PACE: Primitive-Aware Code Evolution for Automated Algorithm Design cites this paper.

PACE: Primitive-Aware Code Evolution for Automated Algorithm Design Algorithm Evolution Using Large Language Model

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T14:32:41.710423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.