Paper Citation Record · LEDGER

HSEvo: Elevating Automatic Heuristic Design with Diversity-Driven Harmony Search and Genetic Algorithm Using LLMs

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2412.14995.

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

pith.paper-citation-record.v1
2412.14995 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T21:11:56.615771Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-09T03:45:55.358287Z

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 66a56e49-10a8-48f3-a4a3-295f379bde21 · inbound

Explainable AI-assisted Optimization for Feynman Integral Reduction cites this paper.

Explainable AI-assisted Optimization for Feynman Integral Reduction HSEvo: Elevating Automatic Heuristic Design with Diversity-Driven Harmony Search and Genetic Algorithm Using LLMs

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-07T21:11:56.615771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1daa9562-f424-453c-9897-32e60fff3000 · inbound

A Comparative Review of Parallel Exact, Heuristic, Metaheuristic, and Hybrid Optimization Techniques for the Traveling Salesman Problem cites this paper.

A Comparative Review of Parallel Exact, Heuristic, Metaheuristic, and Hybrid Optimization Techniques for the Traveling Salesman Problem HSEvo: Elevating Automatic Heuristic Design with Diversity-Driven Harmony Search and Genetic Algorithm Using LLMs

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-07T14:37:20.282514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2a0717c-aaa3-4940-9d9f-20e71d09ad5e · 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 HSEvo: Elevating Automatic Heuristic Design with Diversity-Driven Harmony Search and Genetic Algorithm Using LLMs

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T05:32:22.189152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dfa8d1a5-f625-4e2b-b212-e625376c7eab · inbound

CoupleEvo: Evolving Heuristics for Coupled Optimization Problems Using Large Language Models cites this paper.

CoupleEvo: Evolving Heuristics for Coupled Optimization Problems Using Large Language Models HSEvo: Elevating Automatic Heuristic Design with Diversity-Driven Harmony Search and Genetic Algorithm Using LLMs

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-07-07T02:19:36.924080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9d4c5a3f-1ff8-4cd2-9108-86b2552266b7 · inbound

Recursive Self-Improvement in AI: From Bounded Self-Refinement to Autonomous Research Loops cites this paper.

Recursive Self-Improvement in AI: From Bounded Self-Refinement to Autonomous Research Loops HSEvo: Elevating Automatic Heuristic Design with Diversity-Driven Harmony Search and Genetic Algorithm Using LLMs

Reference 166

Resolution: verified exact; local_arxiv, observed 2026-07-09T03:45:55.359936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 905c11a4-fbd1-4880-80e5-ff51c15a7c78 · inbound

SCOPE: Synthetic Conditional Objectives for Policy Evolution in Black-Box Combinatorial Optimization cites this paper.

SCOPE: Synthetic Conditional Objectives for Policy Evolution in Black-Box Combinatorial Optimization HSEvo: Elevating Automatic Heuristic Design with Diversity-Driven Harmony Search and Genetic Algorithm Using LLMs

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-01T04:26:47.977604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.