Paper Citation Record · LEDGER

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

As of 17 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 4 inbound Pith citation observations for arXiv:2412.03250.

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

pith.paper-citation-record.v1
2412.03250 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T22:40:22.995663Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:38:53.535446Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-10T20:26:29.702789Z

Reference resolution

24 of 24 outbound references displayed

verified exact0
verified fuzzy12
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ab132f93-9e3a-41e2-b78f-e76f621ea9bb · outbound

This paper cites GPT-4 Technical Report.

Controlling the Mutation in Large Language Models for the Efficient Evolution of Algorithms GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T22:40:22.045544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c81ffce-a082-49b3-b87e-cb70e7179429 · outbound

This paper cites In: International Conference on Parallel Problem Solving from Nature.

Controlling the Mutation in Large Language Models for the Efficient Evolution of Algorithms In: International Conference on Parallel Problem Solving from Nature

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:40:25.824746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b283ac9a-e485-4cfd-9d0f-4980f6dec078 · outbound

This paper cites Evolutionary computation1(1), 1–23 (1993).

Controlling the Mutation in Large Language Models for the Efficient Evolution of Algorithms Evolutionary computation1(1), 1–23 (1993)

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:40:25.674758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ed7ef45d-cdea-4868-ae07-fa2c0375d00e · outbound

This paper cites Natural computing 1, 3–52 (2002).

Controlling the Mutation in Large Language Models for the Efficient Evolution of Algorithms Natural computing 1, 3–52 (2002)

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:40:25.545412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 12fe7bb2-14c8-41a7-923f-6cf77e1a38b9 · outbound

This paper cites In: Parallel Problem Solving from Nature, PPSN XI: 11th International Conference, Kraków, Poland, September 11-15, 2010, Proceed- ings, Part I 11.

Controlling the Mutation in Large Language Models for the Efficient Evolution of Algorithms In: Parallel Problem Solving from Nature, PPSN XI: 11th International Conference, Kraków, Poland, September 11-15, 2010, Proceed- ings, Part I 11

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:40:25.445856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c3c3ecb5-7108-483f-82c4-b11885d9193b · outbound

This paper cites ACM Transactions on Intelligent Systems and Technology15(3), 1–45 (2024).

Controlling the Mutation in Large Language Models for the Efficient Evolution of Algorithms ACM Transactions on Intelligent Systems and Technology15(3), 1–45 (2024)

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T22:40:22.327665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f684a44-a473-4f8b-8081-652a976fde04 · outbound

This paper cites In: Proceedings of the genetic and evolutionary computation conference.

Controlling the Mutation in Large Language Models for the Efficient Evolution of Algorithms In: Proceedings of the genetic and evolutionary computation conference

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:40:25.244761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 28636698-564e-4f22-a9cd-6c3bc2c81e19 · outbound

This paper cites an unresolved cited work.

Controlling the Mutation in Large Language Models for the Efficient Evolution of Algorithms Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:40:25.054760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 769d03ec-6db5-4ba2-bbce-9702f55ff102 · outbound

This paper cites Evolutionary computation9(2), 159–195 (2001).

Controlling the Mutation in Large Language Models for the Efficient Evolution of Algorithms Evolutionary computation9(2), 159–195 (2001)

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T22:40:22.414755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fb8eca1-d925-4fe6-b220-53c3ad8b84f0 · outbound

This paper cites MIT press (1992).

Controlling the Mutation in Large Language Models for the Efficient Evolution of Algorithms MIT press (1992)

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:40:24.964751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 713f2222-6cb2-4481-8b9e-253f06c1bf53 · outbound

This paper cites Journal of Discrete Algorithms4(1), 181–199 (2006).

Controlling the Mutation in Large Language Models for the Efficient Evolution of Algorithms Journal of Discrete Algorithms4(1), 181–199 (2006)

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:40:24.795138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 816d8fb1-7a01-4e86-a0b9-27e0b0256e4f · outbound

This paper cites In: ProceedingsoftheGeneticandEvolutionaryComputationConferenceCompanion.

Controlling the Mutation in Large Language Models for the Efficient Evolution of Algorithms In: ProceedingsoftheGeneticandEvolutionaryComputationConferenceCompanion

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:40:24.701889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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

This paper cites Algorithm Evolution Using Large Language Model.

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 a354e21d-4bd0-4d67-8e9e-6ca4ae4af09a · outbound

This paper cites In: Forty-first International Conference on Machine Learning (2024).

Controlling the Mutation in Large Language Models for the Efficient Evolution of Algorithms In: Forty-first International Conference on Machine Learning (2024)

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T22:40:22.632552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2a5c772-0210-4569-b0e8-71aef0c50277 · outbound

This paper cites IOHexperimenter: Benchmarking Platform for Iterative Optimization Heuristics.

Controlling the Mutation in Large Language Models for the Efficient Evolution of Algorithms IOHexperimenter: Benchmarking Platform for Iterative Optimization Heuristics

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T22:40:22.664870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 757b8b8b-8aa6-4bee-b37c-df288c4e8862 · outbound

This paper cites Engineering Applications of Artificial Intelligence 60, 97–116 (2017).

Controlling the Mutation in Large Language Models for the Efficient Evolution of Algorithms Engineering Applications of Artificial Intelligence 60, 97–116 (2017)

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:40:24.538607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6c5b8aac-0ce4-4cfb-8396-4238b561d54b · outbound

This paper cites Procedia Computer Science51, 630–639 (2015).

Controlling the Mutation in Large Language Models for the Efficient Evolution of Algorithms Procedia Computer Science51, 630–639 (2015)

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:40:24.434755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2439ac05-fe94-4adb-810b-593b9e7154ee · outbound

This paper cites IEEE Transactions on Evolutionary Computation pp.

Controlling the Mutation in Large Language Models for the Efficient Evolution of Algorithms IEEE Transactions on Evolutionary Computation pp

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T22:40:22.751492Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 570599e6-1d03-4d79-9f0d-5cf2e8987af0 · outbound

This paper cites In-the-loop Hyper-Parameter Optimization for LLM-Based Automated Design of Heuristics.

Controlling the Mutation in Large Language Models for the Efficient Evolution of Algorithms In-the-loop Hyper-Parameter Optimization for LLM-Based Automated Design of Heuristics

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T22:40:22.774855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 642e4fae-638f-4b2c-897d-24e71293b6e9 · outbound

This paper cites Explainable Benchmarking for Iterative Optimization Heuristics.

Controlling the Mutation in Large Language Models for the Efficient Evolution of Algorithms Explainable Benchmarking for Iterative Optimization Heuristics

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T22:40:22.814866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aab1714e-00c5-494a-b4f9-eee8c0621160 · outbound

This paper cites Evolutionary Computation in the Era of Large Language Model: Survey and Roadmap.

Controlling the Mutation in Large Language Models for the Efficient Evolution of Algorithms Evolutionary Computation in the Era of Large Language Model: Survey and Roadmap

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T22:40:22.864756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e90be5f7-f444-4fcd-8c00-2f6751215eac · outbound

This paper cites Metaheuris- tics in water, geotechnical and transport engineering1, 23 (2013).

Controlling the Mutation in Large Language Models for the Efficient Evolution of Algorithms Metaheuris- tics in water, geotechnical and transport engineering1, 23 (2013)

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:40:24.305510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f69f6ff9-57c3-4eb2-aac2-96eca1a07833 · outbound

This paper cites A Survey of Large Language Models.

Controlling the Mutation in Large Language Models for the Efficient Evolution of Algorithms A Survey of Large Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T22:40:22.964763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6148faa-3c99-4f19-8a73-07a497439803 · outbound

This paper cites In: NeurIPS 2022 Foundation Models for Decision Making Workshop (2022),https://openreview.net/forum? id=YdqwNaCLCx.

Controlling the Mutation in Large Language Models for the Efficient Evolution of Algorithms In: NeurIPS 2022 Foundation Models for Decision Making Workshop (2022),https://openreview.net/forum? id=YdqwNaCLCx

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:40:24.186039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

Observation 75c0e781-6cb2-4b5f-a9fb-a2d56edf5c66 · inbound

An Overview and Discussion on Using Large Language Models for Implementation Generation of Solutions to Open-Ended Problems cites this paper.

An Overview and Discussion on Using Large Language Models for Implementation Generation of Solutions to Open-Ended Problems Controlling the Mutation in Large Language Models for the Efficient Evolution of Algorithms

Reference 158

Resolution: unresolved; no resolver link, observed 2026-08-10T22:51:52.789152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c93aaa8e-1f82-4672-82c0-21e74ec38fc7 · 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 Controlling the Mutation in Large Language Models for the Efficient Evolution of Algorithms

Reference 107

Resolution: metadata mismatch; local_arxiv, observed 2026-08-10T20:26:29.711407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e1949aa0-28d9-4d02-bd87-a087cc81dd66 · inbound

BLADE: Benchmark suite for LLM-driven Automated Design and Evolution of iterative optimisation heuristics cites this paper.

BLADE: Benchmark suite for LLM-driven Automated Design and Evolution of iterative optimisation heuristics Controlling the Mutation in Large Language Models for the Efficient Evolution of Algorithms

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-16T05:38:53.535446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b41274f4-2b38-402a-9161-5cfb42de5541 · inbound

How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design cites this paper.

How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design Controlling the Mutation in Large Language Models for the Efficient Evolution of Algorithms

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T03:27:19.297723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.