Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T05:32:22.248034Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 1 inbound Pith citation observation for arXiv:2506.07759.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T05:32:22.248034Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-05-21T03:56:29.983335Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-21T03:59:32.488072Z
59 of 59 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 1ee5571d-3275-410f-9e58-ea52ac19137c · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models When large language model meets optimization,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3da7b673-1af4-4f60-9d41-a435d66cd4d6 · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models Particle swarm optimization algorithm and its applications: a systematic review,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 563ea063-26fe-48b7-9eda-d07db7e4acd7 · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models A review on representative swarm intelligence algorithms for solving optimization problems: Applications and trends,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 83eddcbb-5406-44e7-bee3-ecd1ef90938c · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models A blockchain-based llm-driven energy-efficient scheduling system towards distributed multi-agent manufacturing scenario of new energy ve- hicles within the circular economy,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 542a22dc-b3b4-4c62-8a10-5c191d41749c · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models An llm-based approach for enabling seamless human-robot collaboration in assembly,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 72081117-5a0e-4f00-8054-ec5e9fa2ef0a · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models Evolutionary Computation in the Era of Large Language Model: Survey and Roadmap
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 54de55f6-5fc9-4b5f-9a7c-18725acbff91 · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models Leveraging large language models for the generation of novel metaheuristic optimization algorithms,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b930eba4-d839-44a5-a69a-fb2cafb23f99 · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models Llmoa: A novel large language model assisted hyper- heuristic optimization algorithm,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2ce2e4f7-f9ff-48e9-9024-a7e4abfd309f · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models Evolution of Heuristics: Towards Efficient Automatic Algorithm Design Using Large Language Model
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f9b7e67d-001c-4729-ae94-e9c1681367f3 · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models Chen and Y
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c060bab3-f1d3-46ef-af7e-9db5b65c283b · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models The New Agronomists: Language Models are Experts in Crop Management
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4cd8d749-c664-474c-8371-3691e066e769 · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models Automl-gpt: Automatic machine learning with gpt,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 694ab944-28d8-43ea-8d05-20d2fc348644 · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models Using Large Language Models for Hyperparameter Optimization
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 14825a8e-91f7-4913-91a2-f943fc461368 · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models Large Language Model Agent for Hyper-Parameter Optimization
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5f761ec0-5f53-42b2-95b5-5b3b95bd1550 · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models Understanding llms: A comprehensive overview from training to inference,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 96e4c839-f7ea-41ad-abb7-2901e4a75775 · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5f087f9c-0be2-4f3c-b344-2fb5a884370e · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models Large Language Models as Optimizers
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 265df7b6-0d1f-4534-915e-8f540c1dbb1d · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models OptiMUS: Optimization Modeling Using MIP Solvers and large language models
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 415c7523-7eb4-42a5-8cd7-2240fe2988b8 · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models Use Your INSTINCT: INSTruction optimization for LLMs usIng Neural bandits Coupled with Transformers
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ef0fa2a8-2598-48a3-89e8-35afc6356e1f · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models Leveraging PRE-PRINT SUBMITTED TO IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION 20 large language model to generate a novel metaheuristic algorithm with CRISPE framework,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5c491cfd-f700-426a-9584-8b2e8010d513 · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models Evolutionary computation in the era of large language model: Survey and roadmap,
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c14bdb64-ff9a-46c6-84f0-67382e1341d2 · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models Algorithm Evolution Using Large Language Model
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 78446301-90c8-4ea2-8e37-24c2825c50eb · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models Llamea: A large language model evolutionary algorithm for automatically generat- ing metaheuristics,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 83df3fa2-91c9-488b-812d-9e56abb8f4de · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models Evolving Code with A Large Language Model
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e794f491-f068-42f9-9884-26e9334e98ab · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models CoCoEvo: Co-Evolution of Programs and Test Cases to Enhance Code Generation
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2a775846-95a1-4144-9188-e55f43e4eadc · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models Large Language Model-Based Evolutionary Optimizer: Reasoning with elitism
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 57771152-9693-43bf-ae43-bfad4628c996 · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models Large Language Models as Evolutionary Optimizers
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 034deb52-1be1-499c-ae36-97df6ffeb5a9 · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models Quality-diversity through ai feedback,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b9d05c14-ca3a-46f9-ab97-6ef530efe057 · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models Language model crossover: Variation through few-shot prompting,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2a834729-35cb-4900-8271-4058695b31c5 · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models Available: https://arxiv.org/abs/2310
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a221f0dc-5675-453d-947a-384a251f7e30 · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models Large Language Model for Multi-objective Evolutionary Optimization
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ff9cc0ce-61da-4bdd-ab42-803600ad52a6 · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models Automatic programming via large language models with population self-evolution for dynamic job shop scheduling problem
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 35498366-5179-4c63-bd33-a7f527d5c107 · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models Bradley, H
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8a5f8134-6b87-4e43-94f8-264a54c08265 · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c2a0717c-aaa3-4940-9d9f-20e71d09ad5e · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f5bc6231-5678-47aa-89c9-bfb91e776e1f · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models TS-EoH: An Edge Server Task Scheduling Algorithm Based on Evolution of Heuristic
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 69d5d99f-d680-452d-9a12-247905ba3284 · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models A survey of job shop scheduling problem: The types and models,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 495b0acb-891a-4869-8411-524d79fda0cc · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models The flexible job shop scheduling problem: A review,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4f308e84-9874-4474-9166-9a0ec56f537a · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models Gavval and V
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 19ebf896-678e-4b92-8ddd-5de12ae335e0 · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models Solving the job-shop schedul- ing problem in the industry 4.0 era,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fe5a610d-1063-4c7d-baf7-e6ee9a7333ee · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models Routing and scheduling in a flexible job shop by tabu search,
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c703728b-f421-4d72-ab9d-39c065f80b65 · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models Review on flexible job shop scheduling,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8818ca36-a153-478c-9f5b-5ee8c453eb5f · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models Ibm ilog cp optimizer for detailed schedul- ing illustrated on three problems,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d750f615-961d-4312-b9b0-31623bf61f2d · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models Industrial size job shop scheduling tackled by present day cp solvers,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 50549abc-f9b5-4404-85e7-1ec750260b38 · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models Solving the job shop scheduling problem with tabu search,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ce1bd257-5633-4d3c-b448-b35a980e15bd · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models V12. 1: User’s manual for cplex,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 59160295-0fcc-4c61-a0d7-d99dd56913e2 · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models A multi-action deep reinforcement learning framework for flexible job-shop scheduling problem,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e80856aa-99dd-43f0-a76f-36ac61a3e681 · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models Perron and F
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 172cff2b-9b95-4d5b-91e2-603d343419cf · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models Residual scheduling: A new reinforcement learning approach to solving job shop scheduling problem,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 81ec2c9e-c4fa-4337-97e2-d0eab33edf14 · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models Leveraging constraint programming in a deep learning approach for dynamically solving the flexible job-shop scheduling problem,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c919f4fa-c0a6-4e22-a74b-c64b61acf878 · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models Flexible job- PRE-PRINT SUBMITTED TO IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION 21 shop scheduling via graph neural network and deep reinforcement learning,
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 43022a29-9224-42f6-9538-ec364705db0a · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models Sequence-dependent setup time flex- ible job shop scheduling problem to minimise total tardiness,
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2979fa63-b4b9-474a-a028-f7acfe59ea62 · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models A simheuristic approach for the flexible job shop scheduling problem with stochastic processing times,
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ce3e6454-5837-4779-9e44-7efca8adff2a · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models A constraint programming formulation of the multi-mode resource-constrained project scheduling problem for the flexible job shop scheduling problem,
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 90834cec-d68c-492e-9caa-a659f4d645d4 · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models Gemini 2: Our most capable model yet,
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ef65e626-3967-44e0-80e4-26d2e2b80e14 · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models DeepSeek-V3 Technical Report
Reference 56
Source-reported events for the cited work
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Observation 36910217-757e-4a35-a2f3-b0da241b4fd3 · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models GPT-4 Technical Report
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aa373b87-c828-4e34-9045-ff854e4183ca · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models Available: https://arxiv.org/abs/2305
Reference 2023
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0a0c4aa9-2c92-4965-817a-408bcf2f051e · outbound
REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models Available: https://arxiv.org/abs/2302
Reference 2024
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5793778b-efa1-4b4f-b69a-19620e48cca3 · inbound
Large Language Models for Operations Research: A Comprehensive Survey REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models
Reference 118
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.