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Paper Citation Record · LEDGER

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization

As of 17 August 2026, this Paper Citation Record lists 67 of 67 outbound references and 2 inbound Pith citation observations for arXiv:2507.02892.

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

pith.paper-citation-record.v1
2507.02892 v1

Coverage vector

measured 67 of 67 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T19:18:49.844770Z

measured 69 of 69 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T00:23:32.395305Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-04T20:55:42.562221Z

Reference resolution

67 of 67 outbound references displayed

  • verified exact0
  • verified fuzzy12
  • unresolved55
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c2da5d85-cc64-4a63-8184-8875ac02935b · outbound

This paper cites an unresolved cited work.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:18:52.446159Z

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.

source=pdf_text observed=2026-08-15T19:18:48.526585Z digest=sha256:264ddc2eb8904200c8db9a88a648aa8b34a1d7e0655c02aa61b556b843ae229f

Observation 1a7fe268-2dab-43a6-bcd9-908af5a1d379 · outbound

This paper cites Aldrighetti, D.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Aldrighetti, D

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:18:52.328351Z

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.

source=pdf_text observed=2026-08-15T19:18:48.591654Z digest=sha256:df6bce20692c3e8eeb483697568cda8505efd98216afe06ce5f05147c03498bf

Observation e6f712cd-e4a5-43eb-baff-d8bddcda1386 · outbound

This paper cites an unresolved cited work.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:18:52.316851Z

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.

source=pdf_text observed=2026-08-15T19:18:48.635925Z digest=sha256:bea6949612408e9bec126b50560fe364f94735583a5f6e89f18814f153605365

Observation b71c959a-9298-4f8f-8412-7729c1ee5607 · outbound

This paper cites an unresolved cited work.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:18:52.305036Z

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.

source=pdf_text observed=2026-08-15T19:18:48.640142Z digest=sha256:69df418ad275a128a4c53a0560c8a280f98e745b684ca778efc8cca8957de99e

Observation 46cacbc8-4207-4e35-826c-7dada2d0f59f · outbound

This paper cites an unresolved cited work.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:18:52.292505Z

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.

source=pdf_text observed=2026-08-15T19:18:48.645153Z digest=sha256:f479d58098d1c04205e2fd643551adc40bd3aa7758903d6cb3d99ecacf9c9250

Observation b214449b-ff2f-48d2-9f85-f1cf0b7a7433 · outbound

This paper cites an unresolved cited work.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:18:52.250503Z

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.

source=pdf_text observed=2026-08-15T19:18:48.649819Z digest=sha256:79bd3a6a9054b1465cf9183aae3ae3fd5c52b7126441373fd0c0b3247d3149c9

Observation 0627913b-ada8-421e-9789-3430c61dad4e · outbound

This paper cites an unresolved cited work.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:18:52.222313Z

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.

source=pdf_text observed=2026-08-15T19:18:48.654247Z digest=sha256:7533a6c8d5ef3eec878443783d98244741590ddd5efeca89dda6a68ed10b8c7d

Observation 18e83dcf-ea25-477c-8680-2e32bd56d44b · outbound

This paper cites an unresolved cited work.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:18:52.211975Z

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.

source=pdf_text observed=2026-08-15T19:18:48.658447Z digest=sha256:e1e0846686bb2da0d3d550900171cb9322f538cf60a31dd191fc778fee45464e

Observation 4136c80a-81db-478d-80c1-3ad6a66b58f5 · outbound

This paper cites an unresolved cited work.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:18:52.180692Z

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.

source=pdf_text observed=2026-08-15T19:18:48.662795Z digest=sha256:6ddddb7ba329e3667c742144a2e0d70069cda5930626d20d8b29872c8da9f53b

Observation 44e22f84-6e7c-46be-a11a-132494edc957 · outbound

This paper cites an unresolved cited work.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:18:52.031216Z

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.

source=pdf_text observed=2026-08-15T19:18:48.667725Z digest=sha256:2c4a01d25a4b9797da5e9eed52d19eab849f53eafabe1980d02944c98c8969c9

Observation 15e9e30e-8ccd-40e3-86ff-d365fc7d6dcd · outbound

This paper cites an unresolved cited work.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:18:52.010784Z

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.

source=pdf_text observed=2026-08-15T19:18:48.672537Z digest=sha256:47b7f877da897f1615178f5bb3e47c85443aa3f71e6de2d1a8dfa8ebecae9d77

Observation 5b4c3582-d0ff-4029-9703-85554c65dc68 · outbound

This paper cites an unresolved cited work.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:18:51.999795Z

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.

source=pdf_text observed=2026-08-15T19:18:48.677125Z digest=sha256:c59c569ea22711c4bdc392871c58910417808750d2b24ef1db2e9dc716f94f4a

Observation 9900f19e-eafb-41f3-b2e7-1617814c780a · outbound

This paper cites an unresolved cited work.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:18:51.988564Z

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.

source=pdf_text observed=2026-08-15T19:18:48.767722Z digest=sha256:19966f3b5c2cf65094d4cfc39b7593250f458ac5e4d466b71994666da6941b60

Observation 581e419f-051e-40dd-8733-0b31e590566d · outbound

This paper cites an unresolved cited work.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:18:51.976528Z

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.

source=pdf_text observed=2026-08-15T19:18:48.861967Z digest=sha256:8c1149a21ac7e240f63247365feca243dd7fa21e19c5376bc7cfac3e6995f87f

Observation 8d9745a6-057b-42fb-8969-8ba82f57d059 · outbound

This paper cites an unresolved cited work.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:18:51.963476Z

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.

source=pdf_text observed=2026-08-15T19:18:48.907027Z digest=sha256:16a43a3de9229029a618931be01c7c7baf7a1195032e7264e26f372ef66b9b3b

Observation 20964aee-da63-4ab2-8cbc-414e93c3da22 · outbound

This paper cites an unresolved cited work.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:18:51.950352Z

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.

source=pdf_text observed=2026-08-15T19:18:48.911002Z digest=sha256:5950bf5ce3b0a910b2736e411aa71dee1d79284e77165fcbf6d502f7222317c7

Observation c257ce77-e123-45ad-9282-3f16f4fbf079 · outbound

This paper cites an unresolved cited work.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:18:51.846164Z

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.

source=pdf_text observed=2026-08-15T19:18:48.915031Z digest=sha256:57ac98a6ef10aae4bd017670fc4ef899d3711665d8937467714fe0c3b40e9f12

Observation 8e1733c8-f420-499f-8038-e93ddec48d77 · outbound

This paper cites Belakaria, A.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Belakaria, A

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:18:51.833932Z

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.

source=pdf_text observed=2026-08-15T19:18:48.919186Z digest=sha256:342f1bab0562308361741013fe269edfe0ff1b7f7ae64a1271e9ea826b625ef7

Observation 8b6f9621-3d7b-43ae-a15d-7fe4db3ba94d · outbound

This paper cites Zhang, A.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Zhang, A

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:18:51.821230Z

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.

source=pdf_text observed=2026-08-15T19:18:48.923428Z digest=sha256:8aa3fed17ca73ad2e175019a8539231fcb7c1f03aea75604c318ea4294503c95

Observation 725cc2dc-1682-47a4-8ad5-f32223986ba7 · outbound

This paper cites an unresolved cited work.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:18:51.807388Z

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.

source=pdf_text observed=2026-08-15T19:18:48.927470Z digest=sha256:025fdf337bee643bb41b53539a8f32c6de2415e17ae9ef251ed4771da12ef485

Observation 8eefba70-aa15-40cd-8393-e711541b4096 · outbound

This paper cites an unresolved cited work.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:18:51.795097Z

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.

source=pdf_text observed=2026-08-15T19:18:48.931976Z digest=sha256:6bc3e4798cff5d206627a566981937549595aa31ddda04576057c66c3e3792d1

Observation 5c68a1b3-4397-4e8a-8807-90af4b6d5dbc · outbound

This paper cites Sonoda, M.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Sonoda, M

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:18:51.725080Z

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.

source=pdf_text observed=2026-08-15T19:18:48.936235Z digest=sha256:32b41bd157b19e3b1b5c0f511fde75330905b4a0bcde6a1826858ca87bbaecd7

Observation 320c084f-c5e5-4a5e-94cb-00f8e319612b · outbound

This paper cites an unresolved cited work.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:18:51.640175Z

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.

source=pdf_text observed=2026-08-15T19:18:48.940954Z digest=sha256:5ce3d99f658793b58c91f9d64a020476d52b212fbdc53aeba06e09ae731e09b4

Observation f81447ee-130b-4cf6-a9f4-212da6a02f46 · outbound

This paper cites an unresolved cited work.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:18:51.629512Z

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.

source=pdf_text observed=2026-08-15T19:18:48.945215Z digest=sha256:e2404417c8a7ef9587a71ebd5ad0c2196cb76949f0c34d92c314090c406915fa

Observation ee57c9fd-d0aa-4176-8089-28d28d74abc0 · outbound

This paper cites an unresolved cited work.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:18:51.616734Z

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.

source=pdf_text observed=2026-08-15T19:18:48.948885Z digest=sha256:be3a06437c66f6d5e09209de774afd9afd84a512200f775e8629cd54c1bafe22

Observation da0ad048-a8e5-4a50-a835-1982a05d5054 · outbound

This paper cites an unresolved cited work.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:18:51.514133Z

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.

source=pdf_text observed=2026-08-15T19:18:48.982349Z digest=sha256:2f7b200d5043bf3c135909106ee2de99efa86e0b31ccf848edd324dd130481cd

Observation e97f294c-23dd-411d-960b-3d9d2c58df04 · outbound

This paper cites an unresolved cited work.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:18:51.428735Z

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.

source=pdf_text observed=2026-08-15T19:18:49.108072Z digest=sha256:1cf1ee18aa7a8b31ff1dd28e62f1159343345cf07e29b0d54c3a69078a8e34a6

Observation 76c033d3-0b0b-406a-bae1-8775696a5be2 · outbound

This paper cites an unresolved cited work.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:18:51.416651Z

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.

source=pdf_text observed=2026-08-15T19:18:49.124611Z digest=sha256:932cd6de82a629542f4cdf20eba259e1dc7b043a130a34a607ab7c7cfd8ea1fe

Observation 11ee5f6c-3e50-459f-b546-755425095f3d · outbound

This paper cites Hoffman, E.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Hoffman, E

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:18:51.404443Z

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.

source=pdf_text observed=2026-08-15T19:18:49.129859Z digest=sha256:9064bb21e0422f23c201627bdd87878a9f058d5f78706effe93e98f30502be7c

Observation 1dd3a55d-ddaf-428e-850c-c689225857c6 · outbound

This paper cites Iqbal, F.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Iqbal, F

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:18:51.393294Z

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.

source=pdf_text observed=2026-08-15T19:18:49.134211Z digest=sha256:2c8c2790e122cdd044e9766e85efdad08cf81e64c5e7a6873484c8554155ba97

Observation 40a8caf0-4bb0-4988-8bae-a0f10bdecb64 · outbound

This paper cites an unresolved cited work.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:18:51.381524Z

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.

source=pdf_text observed=2026-08-15T19:18:49.138268Z digest=sha256:2a428ae23c6924c16a6a87f2813505635ce13d3549bfbf692e7627e68f3d6354

Observation ce7e7c1f-6ab6-4f88-96ed-4895326782fb · outbound

This paper cites an unresolved cited work.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:18:51.291902Z

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.

source=pdf_text observed=2026-08-15T19:18:49.142789Z digest=sha256:4d02aa69c04d79a227a57b488f2b5961ab7ddf2a7ff0c1b6303cfea15bcb9e5e

Observation 2e1b08b5-20ea-41ae-a2a1-7b2be9cf3377 · outbound

This paper cites an unresolved cited work.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:18:51.133463Z

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.

source=pdf_text observed=2026-08-15T19:18:49.147500Z digest=sha256:adb33f0e04c6f837c15590faeec52b5fba90e70c6525a0bd166eb7a4ddf5b839

Observation 5c2add30-fb85-4374-93d6-3793e74e1646 · outbound

This paper cites an unresolved cited work.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:18:51.122545Z

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.

source=pdf_text observed=2026-08-15T19:18:49.152604Z digest=sha256:d1044b39212e958b579c7bfca973e99ee63cf6781b3442d9ab4ddff157f6cd16

Observation ea0893f8-3994-4ca0-9cf4-89a707acfd16 · outbound

This paper cites an unresolved cited work.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:18:51.110934Z

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.

source=pdf_text observed=2026-08-15T19:18:49.279488Z digest=sha256:a864198e13fe950295c376bb617e1415fe6c5e78da2e16fd9e46ff5426f5d508

Observation 1aa3fe56-4f98-45a3-a07e-5009c08607aa · outbound

This paper cites Wei, W.-N.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Wei, W.-N

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:18:50.989387Z

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.

source=pdf_text observed=2026-08-15T19:18:49.282936Z digest=sha256:24569b6ebd2f5149f6df1380f173f076bf29289bea009f0c24d14df782382e97

Observation f6730bc7-bbc6-4633-9d90-e0c81178f4b5 · outbound

This paper cites an unresolved cited work.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:18:50.976215Z

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.

source=pdf_text observed=2026-08-15T19:18:49.286852Z digest=sha256:340517a7c1397bb917ed6ceeac03d0be6d1d179471bf8f3c4c7d40dbb594c9f7

Observation 7dd2ec53-0ef6-43f1-b243-b5b601d205a5 · outbound

This paper cites an unresolved cited work.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:18:50.964189Z

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.

source=pdf_text observed=2026-08-15T19:18:49.291027Z digest=sha256:9236b6261605c4bb0ccadca1ad95ef7a98cec71d03877a3710372e31c9048d77

Observation 665557f4-92a3-4866-b207-3359ea0ab827 · outbound

This paper cites Wang, H.-L.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Wang, H.-L

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:18:50.851257Z

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.

source=pdf_text observed=2026-08-15T19:18:49.295789Z digest=sha256:70856ac72849ea8ba44b21bfa878e61c2419f05956c7e3df68f8e092d3a4eaa0

Observation 0df3fb67-6f9d-41e4-9d6f-8799003ced60 · outbound

This paper cites an unresolved cited work.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:18:50.791901Z

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.

source=pdf_text observed=2026-08-15T19:18:49.319123Z digest=sha256:82239196b9a45fca52851d31e292075fb152c952d834849ec5ff0dc790bb14ba

Observation bef00b45-78a3-4f0c-b8c9-3d434daaeb16 · outbound

This paper cites an unresolved cited work.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:18:50.777771Z

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.

source=pdf_text observed=2026-08-15T19:18:49.448131Z digest=sha256:19387b82939df54b9697433e50d384a0276faa807f13b8fe05acd61acc8963d6

Observation 0197614b-9df9-45f9-88cc-7d60ce7dcbeb · outbound

This paper cites an unresolved cited work.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:18:50.763829Z

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.

source=pdf_text observed=2026-08-15T19:18:49.494309Z digest=sha256:1c6f908e0126f0ba3665df54bc286de9ba535af661814dd8bb0839443a153070

Observation 1ee1ff32-a601-4c0a-91ba-95a146185352 · outbound

This paper cites an unresolved cited work.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:18:50.751441Z

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.

source=pdf_text observed=2026-08-15T19:18:49.497941Z digest=sha256:9d50c94ec01956f847363b6ddce766517add887a6db49fbc30ad38fd17ffa48a

Observation 8508fb0e-852c-40da-9ea4-55bf142be5ae · outbound

This paper cites Floridi, M.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Floridi, M

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:18:50.640873Z

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.

source=pdf_text observed=2026-08-15T19:18:49.503066Z digest=sha256:383abad27103f3b326071e82387619d68cc5cba3af4fe380dc5220f965070913

Observation ebec9f3f-cb36-4003-9465-095dbbf7b5e8 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization LLaMA: Open and Efficient Foundation Language Models

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-15T19:18:49.507190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:18:49.507190Z digest=sha256:966eb1298a7d3577fa680059f8231cbc5a6b35a6241eb008ded94500368a4a2e

Observation 74ef58b6-c5b4-487f-9d44-ef940b5b4c1f · outbound

This paper cites an unresolved cited work.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:18:50.613835Z

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.

source=pdf_text observed=2026-08-15T19:18:49.517803Z digest=sha256:8fc0c51e3c25a8325d4d7b99d42dec5908279da26052de6b37f9fe64ef0048e4

Observation 2f3f13a2-b50e-4e67-8eb8-12600b78afe9 · outbound

This paper cites Large Language Models to Enhance Bayesian Optimization.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Large Language Models to Enhance Bayesian Optimization

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-15T19:18:49.568225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:18:49.568225Z digest=sha256:278a368e14c8ee5885b7be9a1fedc977daa2910a8c9173dead337babcb1e1047

Observation 009056a1-72cd-466b-926a-c6c1137100df · outbound

This paper cites an unresolved cited work.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:18:50.600262Z

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.

source=pdf_text observed=2026-08-15T19:18:49.591132Z digest=sha256:23856fb256714d57554cb3ee30d5a51329cec297e9c337429b6174ef74baf838

Observation be89dcd1-9d69-40f9-bca8-ab770c444a35 · outbound

This paper cites OptiMUS: Scalable Optimization Modeling with (MI)LP Solvers and Large Language Models.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization OptiMUS: Scalable Optimization Modeling with (MI)LP Solvers and Large Language Models

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-15T19:18:49.595767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:18:49.595767Z digest=sha256:80719de8bd290bcf92caf20a8c2cf5f61f6363d8ae34b56d8a6dc40f624ccb03

Observation 602cc24e-43d3-42a7-904c-19538d2b5f7e · outbound

This paper cites Large Language Models As Evolution Strategies.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Large Language Models As Evolution Strategies

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-15T19:18:49.601670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:18:49.601670Z digest=sha256:98e4d5938d849ebfd23ab9c8695e0055e5188078c61d7739b8d4de6dce9e4d05

Observation 2de9806f-0a01-4c1b-88a7-f55ebec6d159 · outbound

This paper cites Romera-Paredes, M.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Romera-Paredes, M

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:18:50.586816Z

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.

source=pdf_text observed=2026-08-15T19:18:49.610820Z digest=sha256:6c7132a5fc5e6ddea2565b208e24a71d78ef932b6e09201aacd52f75670f3ca2

Observation 9ad2a870-09c0-42d2-adcf-416fcf2d8db4 · outbound

This paper cites Algorithm Evolution Using Large Language Model.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Algorithm Evolution Using Large Language Model

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-15T19:18:49.649007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:18:49.649007Z digest=sha256:e8b9881ed6ed8590c1d19d4f9a9abffdc8e4da31b90d35a1c39233231a97a0c6

Observation f21bc262-429d-49ec-a079-3a7596e5c5e6 · outbound

This paper cites an unresolved cited work.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:18:50.573833Z

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.

source=pdf_text observed=2026-08-15T19:18:49.672330Z digest=sha256:c32374b20e9d5453a851096043fd08ca6197e6f2b2e42f7caaab02dc86afbf58

Observation bd45ca4d-7872-4c90-b06e-b2e07d24909e · outbound

This paper cites LLaMEA: A Large Language Model Evolutionary Algorithm for Automatically Generating Metaheuristics.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization LLaMEA: A Large Language Model Evolutionary Algorithm for Automatically Generating Metaheuristics

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-15T19:18:49.678852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:18:49.678852Z digest=sha256:c33c06e29b0cfaa7a271cc8cd06ce4011af0124273bc4105839355beee5c44cf

Observation cafe5835-c575-4842-9465-e0831fa653aa · outbound

This paper cites ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-15T19:18:49.684209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:18:49.684209Z digest=sha256:222ed6b1deb09d8b2a57644ace36cf526d62bc7259d9047ffb7288a29029672d

Observation 44f22af9-e02c-466c-9bb5-41bf4612415c · outbound

This paper cites Multi-objective Evolution of Heuristic Using Large Language Model.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Multi-objective Evolution of Heuristic Using Large Language Model

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-15T19:18:49.688960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:18:49.688960Z digest=sha256:2b495e6a656c3ab5ab4ad845071c2576c1bab0295dbc1a87d94daba3e85d3977

Observation a86cad15-1eef-454a-a59f-f9c1564941ee · outbound

This paper cites Aglietti, I.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Aglietti, I

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:18:50.466644Z

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.

source=pdf_text observed=2026-08-15T19:18:49.720308Z digest=sha256:80398273588cadb6b815049153bd6e3b9b5d01a839e249455fe4c32a712e595d

Observation 5e69dbff-4b75-4f85-a07d-2900a17160b9 · outbound

This paper cites an unresolved cited work.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:18:50.408080Z

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.

source=pdf_text observed=2026-08-15T19:18:49.754047Z digest=sha256:c4d4e910fa81de84226c87d6bd1bdc071ba3960021619ab26131c9084b383aa5

Observation 24dc3b9a-fa01-4a6b-945d-3d22901c7784 · outbound

This paper cites L-AutoDA: Leveraging Large Language Models for Automated Decision-based Adversarial Attacks.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization L-AutoDA: Leveraging Large Language Models for Automated Decision-based Adversarial Attacks

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-15T19:18:49.759819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:18:49.759819Z digest=sha256:c4f3f96b131b7975eb93985a6ffac5113fa9fafa35fb2fd8ebf03ea4ae10f368

Observation 99bacbd7-1799-4c2f-bf7b-6367335a7299 · outbound

This paper cites TS-EoH: An Edge Server Task Scheduling Algorithm Based on Evolution of Heuristic.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization TS-EoH: An Edge Server Task Scheduling Algorithm Based on Evolution of Heuristic

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-15T19:18:49.764496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:18:49.764496Z digest=sha256:98835962e40956facc4021ca0022edf604b29e23d5fd00ed34fd14460a7e832c

Observation 78a8ab8f-3bdc-452b-b300-ea662b10faf3 · outbound

This paper cites an unresolved cited work.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:18:50.393370Z

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.

source=pdf_text observed=2026-08-15T19:18:49.769434Z digest=sha256:64a6db7d857523d4240025d67b6b4b7996142b34748d098164b95715629e3e31

Observation df25413e-80c2-40d3-aef9-1e35177bbb66 · outbound

This paper cites an unresolved cited work.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:18:50.368124Z

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.

source=pdf_text observed=2026-08-15T19:18:49.774305Z digest=sha256:10b7dfb9b6c98374ef4d44a1d34a7a6a7ea1214103666c4ea410c103563a1b2b

Observation 5751112e-828d-47b5-a629-b6d38d0ec4a6 · outbound

This paper cites an unresolved cited work.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:18:50.265473Z

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.

source=pdf_text observed=2026-08-15T19:18:49.788183Z digest=sha256:c91faf41905304b5f18cf4204c7c1e948db1ece50276e69549a00dbedcbe142c

Observation 9fa1b7ea-03ab-4753-94f1-fcbdb627d20f · outbound

This paper cites an unresolved cited work.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:18:50.252205Z

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.

source=pdf_text observed=2026-08-15T19:18:49.812718Z digest=sha256:8721fa9699f74083f74da4a3b7807344717e9f2bc761b9bc516c161fa03305fb

Observation 41c70c72-bba5-4e44-919c-18b1c143febd · outbound

This paper cites an unresolved cited work.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:18:50.138874Z

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.

source=pdf_text observed=2026-08-15T19:18:49.835939Z digest=sha256:1a36e1164e9f25bf4e73718724e8035f31b659c44d4034d6675b5639739f4d09

Observation 7e306721-07a9-4bc5-af6e-f008d6651871 · outbound

This paper cites an unresolved cited work.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-15T19:18:50.088028Z

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.

source=pdf_text observed=2026-08-15T19:18:49.840245Z digest=sha256:06d584e76d086d93265ee64f708b2bd731e5982b02e6077d021d7011ca0a39d1

Observation f907c7cb-d36d-4d0a-a793-446799436c38 · outbound

This paper cites Output only the score with two decimal places in the format <start>value<end>.

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization Output only the score with two decimal places in the format <start>value<end>

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T19:18:50.053735Z

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.

source=pdf_text observed=2026-08-15T19:18:49.844770Z digest=sha256:e506cc29524f138ea01092975b3b859cdcaedc949be1718da776645429a4cb45

Pith citing papers

Observation d333d83c-0b23-4fd6-bdaf-ffcc5b7d11a7 · inbound

A Systematic Survey on Large Language Models for Evolutionary Optimization: From Modeling to Solving cites this paper.

A Systematic Survey on Large Language Models for Evolutionary Optimization: From Modeling to Solving Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization

Reference 149

Resolution
verified exact
local_arxiv, observed 2026-08-04T20:55:42.566653Z

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.

source=pdf_text observed=2026-08-04T20:55:41.670048Z digest=sha256:036e4909b079ac08d03ec571acdd7f0892988ca0c1b329bd38921b4e62d8a789

Observation 3f76f0c8-75f6-431c-aa14-f618e9ecc723 · inbound

Janus: An Algorithm-Evaluator Co-Evolution Framework for LLM-Driven Discovery under Expensive Evaluation Budgets cites this paper.

Janus: An Algorithm-Evaluator Co-Evolution Framework for LLM-Driven Discovery under Expensive Evaluation Budgets Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-12T00:23:32.395305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T00:23:32.395305Z digest=sha256:23542240e525d77d1cc3e5b169802756c698619234ae9988cbfe575d1f785b5a