Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T15:32:16.186676Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T15:32:16.186676Z
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 2026-05-12T05:11:47.211896Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-12T08:21:23.910379Z
47 of 47 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation f296dd94-6e7c-4927-9c3f-a6a7e82d02ab · outbound
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
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 8525ed85-e95b-41fc-ba19-3a24645108d2 · outbound
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
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 d278cdcc-b6ae-4192-a0f7-ea4a8e3585c6 · outbound
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
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 6fa5db7e-7db3-496b-a572-d521e037ab67 · outbound
DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Accelerating an fpga-based sat solver by software and hardware co-design
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 99d34c64-e6cf-4ae3-b526-93dbcfd7d5dd · outbound
DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Constraint improvements for milp-based hardware synthesis
Reference 5
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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2b082efb-94ba-49f0-b3fc-7dcac5c8d31c · outbound
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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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7513fca8-e70e-41a9-bfbb-a9d56aa90b3f · outbound
DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving An milp for scheduling problems in an fms with one vehicle
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 aa922624-994a-489f-a98f-b83bf2b860a8 · outbound
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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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2c223a19-6a63-4131-baa5-31e78dc4471a · outbound
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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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7430e0b4-845d-47fe-a89b-3eb97e24d1af · outbound
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
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 9fc9691c-601b-4b6d-bdd1-13f5d69a6660 · outbound
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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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 408df426-4104-47d8-b6c3-67df61a90773 · outbound
DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Worst-case analysis of two travelling salesman heuristics
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 700cb8d3-93ed-4f48-b4ac-8c0ca7a954f2 · outbound
DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Pivot and shift—a mixed integer programming heuristic
Reference 13
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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9517d2d9-2f9b-4758-9e15-d187366655a3 · outbound
DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Primal heuristics for mixed integer programs
Reference 14
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 96007d57-ea11-4d71-aae7-4c593c5a685b · outbound
DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Zi round, a mip rounding heuristic
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 396d248c-e5cc-4e49-bb72-bd9fb0605c23 · outbound
DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Conflict-driven heuristics for mixed integer programming
Reference 16
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 3663539a-cada-41a8-999a-e56a0a61178d · outbound
DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving The scip optimization suite 5.0
Reference 17
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 8375cef7-4608-44da-aa9f-7c914d7a77e0 · outbound
DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Gurobi Optimizer Reference Manual, 2023
Reference 18
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Unavailable: canonical work link unavailable.
Observation 1a69a72e-50f3-44c6-a619-6ebca5502b95 · outbound
DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Large Language Models as Optimizers
Reference 19
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Unavailable: canonical work link unavailable.
Observation d8aa186e-f36f-47f8-824a-e4dd4ac8f205 · outbound
DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Language model crossover: Variation through few-shot prompting
Reference 20
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Unavailable: canonical work link unavailable.
Observation 9cb68ff4-01d9-493e-a864-634771afa60b · outbound
DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Evoprompting: Language models for code-level neural architecture search
Reference 21
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 bae242d6-5c5f-4a6b-bad0-715094bcb3e0 · outbound
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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Unavailable: canonical work link unavailable.
Observation 16026da1-2f88-4ff3-aefd-eb3e5d738dd3 · outbound
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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Unavailable: canonical work link unavailable.
Observation 1e9ba9f0-4d97-483d-8ed2-d36a2b423ff8 · outbound
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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Unavailable: canonical work link unavailable.
Observation 3ee763af-7a45-4e03-9a2c-a312602447b2 · outbound
DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Llm4solver: Large language model for efficient algorithm design of combinatorial optimization solver
Reference 25
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 df65d598-ed4d-443a-8cb5-fe6e2f0e5247 · outbound
DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Self-paced cur- riculum learning
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 4ed69d21-37cb-4912-a5e5-a377767e7e32 · outbound
DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Meta-Learning for Semi-Supervised Few-Shot Classification
Reference 27
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Unavailable: canonical work link unavailable.
Observation 744516e5-75dc-4537-9b91-2758a912336a · outbound
DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Learning to sample hard instances for graph algorithms
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 8c909714-be18-4613-9175-3b6d51c13e11 · outbound
DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Curriculum learning
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 f55b6b50-4b53-48df-a00e-6bb332b4c4e0 · outbound
DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving An automatic method for solving discrete programming problems
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 9132b463-4127-4bb8-a73c-ec2d6b51d0fd · outbound
DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Handbook of evolutionary computa- tion
Reference 31
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 ffc33594-fd61-46ef-8c32-37b8a0e0e5b9 · outbound
DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Evolutionary learning: Advances in theories and algorithms
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 ad0ce0cb-a6bf-43fe-92be-e7b036e56113 · outbound
DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving From evolutionary computation to the evolution of things
Reference 33
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Unavailable: canonical work link unavailable.
Observation 510fb190-0e27-4425-a7bd-db38ec496c5e · outbound
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.
Observation 6cbdb323-00fb-4a7a-84d0-f6be3c99812b · outbound
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
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 1bcd6e7a-8448-4bf9-8b10-40797317d917 · outbound
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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Unavailable: canonical work link unavailable.
Observation 334418a7-5a74-4b65-b08b-a662a30eb5c0 · outbound
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
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 45ed7778-fedb-45a1-9e6f-f15c81dd3504 · outbound
DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Fantastic Generalization Measures and Where to Find Them
Reference 39
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Unavailable: canonical work link unavailable.
Observation da7e3b64-564a-4165-a412-93f5151de1a0 · outbound
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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Unavailable: canonical work link unavailable.
Observation 9b37f6d1-730d-4f09-9d8e-f41b96c54a9d · outbound
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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Unavailable: canonical work link unavailable.
Observation a5693d01-33ea-44ed-82dc-0293fc60cdc7 · outbound
DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving AFlow: Automating Agentic Workflow Generation
Reference 42
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Unavailable: canonical work link unavailable.
Observation f10aff24-71f5-41f4-973d-61fa9c361324 · outbound
DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Improving Multi-Agent Debate with Sparse Communication Topology
Reference 43
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Unavailable: canonical work link unavailable.
Observation 59aa7d7a-403c-4a99-a3e6-a230a7b6bf74 · outbound
DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Constraint integer programming
Reference 44
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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b2953374-278a-44ae-9152-86bbbb59f510 · outbound
DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving Learning to dive in branch and bound
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 ee38c73e-9197-468e-8d9b-79103b85b9f2 · outbound
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
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 db6bf6ea-ec1b-4044-af53-66505fb900c9 · outbound
DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving The underlying similarity of diversity measures used in evolutionary computation
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 c54e1cf1-613a-4e9e-aaf4-df1d2cf50a77 · outbound
DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving and "mayroundup
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 6617a185-5ffb-4ba0-87a9-65d9c9805553 · inbound
AHD Agent: Agentic Reinforcement Learning for Automatic Heuristic Design DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving
Reference 19
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 2d71a172-cf0f-4496-8cc6-599bf1732890 · inbound
LLM4Branch: Large Language Model for Discovering Efficient Branching Policies of Integer Programs DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving
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.