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Paper Citation Record · LEDGER

DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving

As of 7 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 2 inbound Pith citation observations for arXiv:2507.15615.

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

pith.paper-citation-record.v1
2507.15615 v1

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:32:16.186676Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-12T05:11:47.211896Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T08:21:23.910379Z

Reference resolution

47 of 47 outbound references displayed

  • verified exact0
  • verified fuzzy31
  • unresolved15
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f296dd94-6e7c-4927-9c3f-a6a7e82d02ab · outbound

This paper cites A tsp-based milp model for medium-term planning of single-stage continuous multiproduct plants.Industrial & Engineering Chemistry Research, 47(20):7733–7743, 2008.

DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving A tsp-based milp model for medium-term planning of single-stage continuous multiproduct plants.Industrial & Engineering Chemistry Research, 47(20):7733–7743, 2008

Reference 1

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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.

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Observation 8525ed85-e95b-41fc-ba19-3a24645108d2 · outbound

This paper cites Biodiesel supply chain optimization modeled with geographical information system (gis) and mixed-integer linear programming (milp) for the northern great plains region.

DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Biodiesel supply chain optimization modeled with geographical information system (gis) and mixed-integer linear programming (milp) for the northern great plains region

Reference 2

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raw_fallback, observed 2026-08-06T15:32:17.098559Z

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Observation d278cdcc-b6ae-4192-a0f7-ea4a8e3585c6 · outbound

This paper cites An milp model for optimization of a small-scale lng supply chain along a coastline.

DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving An milp model for optimization of a small-scale lng supply chain along a coastline

Reference 3

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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.

source=pdf_text observed=2026-08-06T15:32:15.975998Z digest=sha256:10df90ffbd2cc1eb32323171314dfd33fc0365d8cdc448b16daf15fa54f7ce9e

Observation 6fa5db7e-7db3-496b-a572-d521e037ab67 · outbound

This paper cites Accelerating an fpga-based sat solver by software and hardware co-design.

DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Accelerating an fpga-based sat solver by software and hardware co-design

Reference 4

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raw_fallback, observed 2026-08-06T15:32:17.062645Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T15:32:15.980723Z digest=sha256:54220336c4280b2d4b389e9664184c3ab728b79a6c0528e142b1ccad9038bb35

Observation 99d34c64-e6cf-4ae3-b526-93dbcfd7d5dd · outbound

This paper cites Constraint improvements for milp-based hardware synthesis.

DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Constraint improvements for milp-based hardware synthesis

Reference 5

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T15:32:15.985541Z digest=sha256:f3f46b7a4299bd269a571241b49227b4df33e5010a4848e9a685a8b01d13bba2

Observation 2b082efb-94ba-49f0-b3fc-7dcac5c8d31c · outbound

This paper cites Integrated production and outbound distribution scheduling: review and extensions.

DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Integrated production and outbound distribution scheduling: review and extensions

Reference 6

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raw_fallback, observed 2026-08-06T15:32:17.029413Z

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.

source=pdf_text observed=2026-08-06T15:32:15.991144Z digest=sha256:9ff08b884d5077028c7b4564349b4940e75a2196f189e8dca061cb4cbb616f8d

Observation 7513fca8-e70e-41a9-bfbb-a9d56aa90b3f · outbound

This paper cites An milp for scheduling problems in an fms with one vehicle.

DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving An milp for scheduling problems in an fms with one vehicle

Reference 7

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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.

source=pdf_text observed=2026-08-06T15:32:15.997103Z digest=sha256:f6b1fce1896d13526ff5643594d429ee67b385b5a5f0f20f79af72c99c267703

Observation aa922624-994a-489f-a98f-b83bf2b860a8 · outbound

This paper cites Optimization of the power output scheduling of a renewables-based hybrid power station using milp approach: The case of tilos island.

DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Optimization of the power output scheduling of a renewables-based hybrid power station using milp approach: The case of tilos island

Reference 8

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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.

source=pdf_text observed=2026-08-06T15:32:16.002348Z digest=sha256:ae6e4f6f80a802df8b819e55e8932c74d8eba7d973f30d17fc64e9697e72aaf1

Observation 2c223a19-6a63-4131-baa5-31e78dc4471a · outbound

This paper cites A practical mixed integer linear programming based approach for unit commitment.

DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving A practical mixed integer linear programming based approach for unit commitment

Reference 9

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Observation 7430e0b4-845d-47fe-a89b-3eb97e24d1af · outbound

This paper cites Optimal sizing and energy management of a microgrid: A joint milp approach for minimization of energy cost and carbon emission.

DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Optimal sizing and energy management of a microgrid: A joint milp approach for minimization of energy cost and carbon emission

Reference 10

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raw_fallback, observed 2026-08-06T15:32:16.969188Z

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.

source=pdf_text observed=2026-08-06T15:32:16.011232Z digest=sha256:8fbe8a06da54cd14c2617c62343923b2be66992fa33b7e06d5c68ca9ccfd9aef

Observation 9fc9691c-601b-4b6d-bdd1-13f5d69a6660 · outbound

This paper cites Efficient expansion planning of modern multi-energy distribution networks with electric vehicle charging stations: A stochastic milp model.

DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Efficient expansion planning of modern multi-energy distribution networks with electric vehicle charging stations: A stochastic milp model

Reference 11

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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.

source=pdf_text observed=2026-08-06T15:32:16.016205Z digest=sha256:6b20f6198bd593a58e1b6bd57fa8be7beb2e511335a848f481a8941d3f54221f

Observation 408df426-4104-47d8-b6c3-67df61a90773 · outbound

This paper cites Worst-case analysis of two travelling salesman heuristics.

DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Worst-case analysis of two travelling salesman heuristics

Reference 12

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raw_fallback, observed 2026-08-06T15:32:16.933383Z

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.

source=pdf_text observed=2026-08-06T15:32:16.021278Z digest=sha256:b158f2075bc9a818ff21fed7968960b1a4db888466c74806a62a63451aa3702d

Observation 700cb8d3-93ed-4f48-b4ac-8c0ca7a954f2 · outbound

This paper cites Pivot and shift—a mixed integer programming heuristic.

DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Pivot and shift—a mixed integer programming heuristic

Reference 13

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raw_fallback, observed 2026-08-06T15:32:16.915139Z

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.

source=pdf_text observed=2026-08-06T15:32:16.025750Z digest=sha256:032529ca0bac8cbcbf57045dfcfc35c5e68acefe6079c252a622e9d977af06e5

Observation 9517d2d9-2f9b-4758-9e15-d187366655a3 · outbound

This paper cites Primal heuristics for mixed integer programs.

DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Primal heuristics for mixed integer programs

Reference 14

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:32:16.029828Z digest=sha256:29ffc020709aa639a89b7b4aae31c4bf4a47ef64d298f3cd1e5d8e51b9e7e2ae

Observation 96007d57-ea11-4d71-aae7-4c593c5a685b · outbound

This paper cites Zi round, a mip rounding heuristic.

DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Zi round, a mip rounding heuristic

Reference 15

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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.

source=pdf_text observed=2026-08-06T15:32:16.033784Z digest=sha256:c7681c8d3a5bba30f2ef95db8b82d6d61be51c79e3276f92f5a51af5ca25b611

Observation 396d248c-e5cc-4e49-bb72-bd9fb0605c23 · outbound

This paper cites Conflict-driven heuristics for mixed integer programming.

DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Conflict-driven heuristics for mixed integer programming

Reference 16

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:32:16.038243Z digest=sha256:89def75b243b2f49f53597c2223520620c229b4fb1b358de3fcdbb4bd4375561

Observation 3663539a-cada-41a8-999a-e56a0a61178d · outbound

This paper cites The scip optimization suite 5.0.

DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving The scip optimization suite 5.0

Reference 17

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:32:16.042724Z digest=sha256:63f6788ac487dc71877357ae78014d09c71b338dadaf1e80188507b84ab55a4e

Observation 8375cef7-4608-44da-aa9f-7c914d7a77e0 · outbound

This paper cites Gurobi Optimizer Reference Manual, 2023.

DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Gurobi Optimizer Reference Manual, 2023

Reference 18

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source=pdf_text observed=2026-08-06T15:32:16.046757Z digest=sha256:a2888b32b10e339f281d56a2d05e70e05861ebedcca58e347f358505bf30d91b

Observation 1a69a72e-50f3-44c6-a619-6ebca5502b95 · outbound

This paper cites Large Language Models as Optimizers.

DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Large Language Models as Optimizers

Reference 19

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source=pdf_text observed=2026-08-06T15:32:16.051058Z digest=sha256:8de87c3d8197a3c6cfc0d1d755c7441402693f87b3a27dc68413cadcdbb33d75

Observation d8aa186e-f36f-47f8-824a-e4dd4ac8f205 · outbound

This paper cites Language model crossover: Variation through few-shot prompting.

DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Language model crossover: Variation through few-shot prompting

Reference 20

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source=pdf_text observed=2026-08-06T15:32:16.055552Z digest=sha256:b2285a8d60fca85d6c5e6e4332a78e283bdd8291a8e77c2e05ace69f49aa1ea8

Observation 9cb68ff4-01d9-493e-a864-634771afa60b · outbound

This paper cites Evoprompting: Language models for code-level neural architecture search.

DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Evoprompting: Language models for code-level neural architecture search

Reference 21

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Observation bae242d6-5c5f-4a6b-bad0-715094bcb3e0 · outbound

This paper cites Mathematical discoveries from program search with large language models.

DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Mathematical discoveries from program search with large language models

Reference 22

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source=pdf_text observed=2026-08-06T15:32:16.063845Z digest=sha256:a1a0c03ff4a0e9649ac5f5ef5ffdf80833474a0bb6fdd907e7596d0ea5f622d4

Observation 16026da1-2f88-4ff3-aefd-eb3e5d738dd3 · outbound

This paper cites A systematic survey on large language models for algorithm design.

DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving A systematic survey on large language models for algorithm design

Reference 23

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source=pdf_text observed=2026-08-06T15:32:16.068507Z digest=sha256:abbef64f2208f49ff7b479a7dc7d0992126355a8d7609f337aa8e8472beeec7f

Observation 1e9ba9f0-4d97-483d-8ed2-d36a2b423ff8 · outbound

This paper cites Evolution of Heuristics: Towards Efficient Automatic Algorithm Design Using Large Language Model.

DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Evolution of Heuristics: Towards Efficient Automatic Algorithm Design Using Large Language Model

Reference 24

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Observation 3ee763af-7a45-4e03-9a2c-a312602447b2 · outbound

This paper cites Llm4solver: Large language model for efficient algorithm design of combinatorial optimization solver.

DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Llm4solver: Large language model for efficient algorithm design of combinatorial optimization solver

Reference 25

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation df65d598-ed4d-443a-8cb5-fe6e2f0e5247 · outbound

This paper cites Self-paced cur- riculum learning.

DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Self-paced cur- riculum learning

Reference 26

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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.

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Observation 4ed69d21-37cb-4912-a5e5-a377767e7e32 · outbound

This paper cites Meta-Learning for Semi-Supervised Few-Shot Classification.

DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Meta-Learning for Semi-Supervised Few-Shot Classification

Reference 27

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Observation 744516e5-75dc-4537-9b91-2758a912336a · outbound

This paper cites Learning to sample hard instances for graph algorithms.

DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Learning to sample hard instances for graph algorithms

Reference 28

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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.

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Observation 8c909714-be18-4613-9175-3b6d51c13e11 · outbound

This paper cites Curriculum learning.

DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Curriculum learning

Reference 29

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation f55b6b50-4b53-48df-a00e-6bb332b4c4e0 · outbound

This paper cites An automatic method for solving discrete programming problems.

DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving An automatic method for solving discrete programming problems

Reference 30

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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.

source=pdf_text observed=2026-08-06T15:32:16.099498Z digest=sha256:efb7c4be6d572c9f3575cf138fe3cd0d7a5ff2a0ca1801546eedaca1bd3bf8d7

Observation 9132b463-4127-4bb8-a73c-ec2d6b51d0fd · outbound

This paper cites Handbook of evolutionary computa- tion.

DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Handbook of evolutionary computa- tion

Reference 31

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raw_fallback, observed 2026-08-06T15:32:16.707955Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T15:32:16.103648Z digest=sha256:d9a9447468c8c2678de0678ae3372e7cb8d3e30bf70b1821b4627740a165f037

Observation ffc33594-fd61-46ef-8c32-37b8a0e0e5b9 · outbound

This paper cites Evolutionary learning: Advances in theories and algorithms.

DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Evolutionary learning: Advances in theories and algorithms

Reference 32

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source=pdf_text observed=2026-08-06T15:32:16.108350Z digest=sha256:ae720139837ea401e6ad077c29ccbc7b35f5b56b1d4ade4708fa3dc52c89ca02

Observation ad0ce0cb-a6bf-43fe-92be-e7b036e56113 · outbound

This paper cites From evolutionary computation to the evolution of things.

DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving From evolutionary computation to the evolution of things

Reference 33

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source=pdf_text observed=2026-08-06T15:32:16.112996Z digest=sha256:2584c68370a98d77cb715b8d2f7744bc65ec2fbad8d06f68fb396074acedd682

Observation 510fb190-0e27-4425-a7bd-db38ec496c5e · outbound

This paper cites A Comprehensive Overview of Large Language Models.

DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving A Comprehensive Overview of Large Language Models

Reference 34

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Unavailable: canonical work link unavailable.

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Observation 6cbdb323-00fb-4a7a-84d0-f6be3c99812b · outbound

This paper cites Evolutionary com- putation in the era of large language model: Survey and roadmap.

DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Evolutionary com- putation in the era of large language model: Survey and roadmap

Reference 36

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verified fuzzy
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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.

source=pdf_text observed=2026-08-06T15:32:16.126996Z digest=sha256:4e2b7724b1cd705b1a8ea59208e4f54317c59cce5a276cda2a14973eaf7c526b

Observation 1bcd6e7a-8448-4bf9-8b10-40797317d917 · outbound

This paper cites Towards Understanding Generalization of Deep Learning: Perspective of Loss Landscapes.

DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Towards Understanding Generalization of Deep Learning: Perspective of Loss Landscapes

Reference 37

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no resolver link, observed 2026-08-06T15:32:16.132794Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T15:32:16.132794Z digest=sha256:ddea911c1aaabe72325d674169e65526ba39e9bfc10de515fde766613822db8d

Observation 334418a7-5a74-4b65-b08b-a662a30eb5c0 · outbound

This paper cites How does loss function affect generalization performance of deep learning? application to human age estimation.

DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving How does loss function affect generalization performance of deep learning? application to human age estimation

Reference 38

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verified fuzzy
raw_fallback, observed 2026-08-06T15:32:16.632355Z

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.

source=pdf_text observed=2026-08-06T15:32:16.138782Z digest=sha256:08ab3bf23637daaf3c106ae2a7472587a87b7bb6f8c787c8176e70ca64b1b412

Observation 45ed7778-fedb-45a1-9e6f-f15c81dd3504 · outbound

This paper cites Fantastic Generalization Measures and Where to Find Them.

DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Fantastic Generalization Measures and Where to Find Them

Reference 39

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no resolver link, observed 2026-08-06T15:32:16.144803Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T15:32:16.144803Z digest=sha256:4d4b7cbd72be5e3194fb3bb90e051cfe926872e5c97584d9c1de8ffd6f3c00b2

Observation da7e3b64-564a-4165-a412-93f5151de1a0 · outbound

This paper cites Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate.

DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate

Reference 40

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no resolver link, observed 2026-08-06T15:32:16.149903Z

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source=pdf_text observed=2026-08-06T15:32:16.149903Z digest=sha256:ab8a52f9038cfa1956f4c86882fb0fba04ecfc604fd10c1a4ef8c8f268467f81

Observation 9b37f6d1-730d-4f09-9d8e-f41b96c54a9d · outbound

This paper cites ChatEval: Towards Better LLM-based Evaluators through Multi-Agent Debate.

DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving ChatEval: Towards Better LLM-based Evaluators through Multi-Agent Debate

Reference 41

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no resolver link, observed 2026-08-06T15:32:16.154504Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:32:16.154504Z digest=sha256:30f221631800576f2fce6d0cd0b70b0461fc808dabe9c2f3a4c7152e76cfc840

Observation a5693d01-33ea-44ed-82dc-0293fc60cdc7 · outbound

This paper cites AFlow: Automating Agentic Workflow Generation.

DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving AFlow: Automating Agentic Workflow Generation

Reference 42

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unresolved
no resolver link, observed 2026-08-06T15:32:16.159572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:32:16.159572Z digest=sha256:0ebcd2f2bd7b96eb5feaa7d9d15432d4aa7362556c03448cecd1ceb6cc4ed1e2

Observation f10aff24-71f5-41f4-973d-61fa9c361324 · outbound

This paper cites Improving Multi-Agent Debate with Sparse Communication Topology.

DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Improving Multi-Agent Debate with Sparse Communication Topology

Reference 43

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no resolver link, observed 2026-08-06T15:32:16.164452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:32:16.164452Z digest=sha256:2d3b0ef2e8a80b55e1779fa405be01fda3315d071978e0e40f87df838f9d45f1

Observation 59aa7d7a-403c-4a99-a3e6-a230a7b6bf74 · outbound

This paper cites Constraint integer programming.

DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Constraint integer programming

Reference 44

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verified fuzzy
raw_fallback, observed 2026-08-06T15:32:16.616771Z

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.

source=pdf_text observed=2026-08-06T15:32:16.168913Z digest=sha256:74b17e55f6086c5a805f35525a3009a0bbf22e75cb0dbbcd476a0a0d5ef9d0ea

Observation b2953374-278a-44ae-9152-86bbbb59f510 · outbound

This paper cites Learning to dive in branch and bound.

DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Learning to dive in branch and bound

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:32:16.598440Z

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.

source=pdf_text observed=2026-08-06T15:32:16.173316Z digest=sha256:862ae5f1ee1811d2e1081f8478fd5f1ae2213628cbb09a16a2b9fff937f54a09

Observation ee38c73e-9197-468e-8d9b-79103b85b9f2 · outbound

This paper cites Understanding the importance of evolutionary search in automated heuristic design with large language models.

DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Understanding the importance of evolutionary search in automated heuristic design with large language models

Reference 46

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verified fuzzy
raw_fallback, observed 2026-08-06T15:32:16.664875Z

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.

source=pdf_text observed=2026-08-06T15:32:16.177672Z digest=sha256:7a2edf253cd4175a95e27643ffea9e4523723867395a6bc977cf1de9f330e4d8

Observation db6bf6ea-ec1b-4044-af53-66505fb900c9 · outbound

This paper cites The underlying similarity of diversity measures used in evolutionary computation.

DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving The underlying similarity of diversity measures used in evolutionary computation

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:32:16.583430Z

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.

source=pdf_text observed=2026-08-06T15:32:16.182227Z digest=sha256:d5f0d8a9bb3db742da355f8285cd8e14b24f927e674290f6732ee732c764bd2c

Observation c54e1cf1-613a-4e9e-aaf4-df1d2cf50a77 · outbound

This paper cites and "mayroundup.

DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving and "mayroundup

Reference 48

Resolution
malformed identifier
raw_fallback, observed 2026-08-06T15:32:16.566351Z

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.

source=pdf_text observed=2026-08-06T15:32:16.186676Z digest=sha256:0077eb254aad1358712f39dd85808cb7031426aa5661730bf34950e6f509345e

Pith citing papers

Observation 6617a185-5ffb-4ba0-87a9-65d9c9805553 · inbound

AHD Agent: Agentic Reinforcement Learning for Automatic Heuristic Design cites this paper.

AHD Agent: Agentic Reinforcement Learning for Automatic Heuristic Design DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving

Reference 19

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verified exact
arxiv_id, observed 2026-05-12T08:21:23.914336Z

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.

source=pdf_text observed=2026-05-12T01:14:39.643357Z digest=sha256:94e42e7b5fbbe334f7dbbadc99a10f32d97c33596f1da241ab0053d7588d40d2

Observation 2d71a172-cf0f-4496-8cc6-599bf1732890 · inbound

LLM4Branch: Large Language Model for Discovering Efficient Branching Policies of Integer Programs cites this paper.

LLM4Branch: Large Language Model for Discovering Efficient Branching Policies of Integer Programs DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving

Reference 37

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verified exact
arxiv_id, observed 2026-05-12T05:31:25.503647Z

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.

source=arxiv_source observed=2026-05-12T05:11:47.211896Z digest=sha256:26968613c3dee3f7fc9151a6daacc1bb75cd94e1542c48d82bc5eed06442aeea