Paper Citation Record · LEDGER

MuEvo: LLM-Driven Evolution of Multi-Heuristic Ensemble

As of 22 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2608.03636.

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

pith.paper-citation-record.v1
2608.03636 v1

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T15:40:29.957098Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

22 of 22 outbound references displayed

verified exact1
verified fuzzy2
unresolved17
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation eea90cfc-2303-43e0-90aa-bd2219c18c8d · outbound

This paper cites an unresolved cited work.

MuEvo: LLM-Driven Evolution of Multi-Heuristic Ensemble Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:40:30.545075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8afad74d-52ef-4a73-8735-7df53c331ca7 · outbound

This paper cites an unresolved cited work.

MuEvo: LLM-Driven Evolution of Multi-Heuristic Ensemble Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:40:30.524743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 27bf3740-690c-48b0-8c6f-ae8adefce2fb · outbound

This paper cites an unresolved cited work.

MuEvo: LLM-Driven Evolution of Multi-Heuristic Ensemble Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:40:30.507902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f42970f8-31be-47eb-b2fc-8576025c611e · outbound

This paper cites an unresolved cited work.

MuEvo: LLM-Driven Evolution of Multi-Heuristic Ensemble Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:40:30.490266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1b69f531-b817-458d-9c86-5feb8b8b06a5 · outbound

This paper cites an unresolved cited work.

MuEvo: LLM-Driven Evolution of Multi-Heuristic Ensemble Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:40:30.473569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e4305f48-7aa6-4c29-828a-18b48fcc9032 · outbound

This paper cites "" import math # ==================== Nested Helper Functions ====================,→ def adaptive_params(n, intensity):.

MuEvo: LLM-Driven Evolution of Multi-Heuristic Ensemble "" import math # ==================== Nested Helper Functions ====================,→ def adaptive_params(n, intensity):

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:40:30.454888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b4d74bc1-075f-447f-9518-bb121a4b9709 · outbound

This paper cites an unresolved cited work.

MuEvo: LLM-Driven Evolution of Multi-Heuristic Ensemble Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:40:30.430703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 03f8d17c-0cf2-472f-9579-79dd6d186171 · outbound

This paper cites an unresolved cited work.

MuEvo: LLM-Driven Evolution of Multi-Heuristic Ensemble Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:40:30.412596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d1cd879f-3105-47ee-ab75-81e665aa5627 · outbound

This paper cites an unresolved cited work.

MuEvo: LLM-Driven Evolution of Multi-Heuristic Ensemble Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:40:30.390295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ff9d906d-a9b9-47fd-a36c-123b4324ad40 · outbound

This paper cites an unresolved cited work.

MuEvo: LLM-Driven Evolution of Multi-Heuristic Ensemble Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:40:30.371389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a05fe5f5-2d7b-4104-b5d8-e12e55af70d7 · outbound

This paper cites an unresolved cited work.

MuEvo: LLM-Driven Evolution of Multi-Heuristic Ensemble Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:40:30.350450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f4888bec-5379-4418-9103-62f35564a576 · outbound

This paper cites an unresolved cited work.

MuEvo: LLM-Driven Evolution of Multi-Heuristic Ensemble Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:40:30.329180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 32d5014c-db9b-4035-b63f-656137801682 · outbound

This paper cites an unresolved cited work.

MuEvo: LLM-Driven Evolution of Multi-Heuristic Ensemble Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:40:30.306695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1b6b051d-3ac5-4016-8d1b-ab936a6d5a16 · outbound

This paper cites This prevents the same context from being repeated in both crossover and mutation within one evolution step.

MuEvo: LLM-Driven Evolution of Multi-Heuristic Ensemble This prevents the same context from being repeated in both crossover and mutation within one evolution step

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:40:30.278815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 823ba68e-cfea-49f0-bc59-bbb1795a8110 · outbound

This paper cites an unresolved cited work.

MuEvo: LLM-Driven Evolution of Multi-Heuristic Ensemble Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:40:30.252127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 72855bae-f905-478d-922e-daacc8b0587d · outbound

This paper cites an unresolved cited work.

MuEvo: LLM-Driven Evolution of Multi-Heuristic Ensemble Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:40:30.225612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation af3e910e-3696-456b-8beb-723d9d90f593 · outbound

This paper cites an unresolved cited work.

MuEvo: LLM-Driven Evolution of Multi-Heuristic Ensemble Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:40:30.203064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 59023290-4145-45c4-83d4-a1db9ff1abbc · outbound

This paper cites an unresolved cited work.

MuEvo: LLM-Driven Evolution of Multi-Heuristic Ensemble Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:40:30.179876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c409a844-a9cc-4903-844f-52c2a53ac608 · outbound

This paper cites summary":.

MuEvo: LLM-Driven Evolution of Multi-Heuristic Ensemble summary":

Reference 22

Resolution: malformed identifier; raw_fallback, observed 2026-08-05T15:40:30.156299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f3a5de98-7581-4936-b288-5005937f9dbc · outbound

This paper cites Chen, M.; and Li, G.

MuEvo: LLM-Driven Evolution of Multi-Heuristic Ensemble Chen, M.; and Li, G

Reference 468

Resolution: unresolved; no resolver link, observed 2026-08-05T15:40:29.839290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2f4e998-abff-4fc5-957c-f1526afd4fd6 · outbound

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

MuEvo: LLM-Driven Evolution of Multi-Heuristic Ensemble PathWise: Planning through World Model for Automated Heuristic Design via Self-Evolving LLMs

Reference 2020

Resolution: metadata mismatch; local_arxiv, observed 2026-08-05T15:40:30.045086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ba6426fc-2203-4b2d-8b1a-e951acd594fc · outbound

This paper cites LLM-Driven Co-Evolutionary Automated Heuristic Design for Bi-Component Coupled Combinatorial Optimization.

MuEvo: LLM-Driven Evolution of Multi-Heuristic Ensemble LLM-Driven Co-Evolutionary Automated Heuristic Design for Bi-Component Coupled Combinatorial Optimization

Reference 2026

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:40:30.013326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Pith citing papers

No inbound Pith citation observations are available.