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Paper Citation Record · LEDGER

LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms

As of 8 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 0 inbound Pith citation observations for arXiv:2607.08791.

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

pith.paper-citation-record.v1
2607.08791 v1

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measured 66 of 66 reference resolution

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measured 66 of 66 standing notices

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measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

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measured 0 of 1 external citation measurements

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Reference resolution

66 of 66 outbound references displayed

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Outbound references

Observation a12f14ed-a722-4ec9-b276-b2e87bdf2306 · outbound

This paper cites From each run we select the best-performing generated algorithm for benchmark- ing.

LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms From each run we select the best-performing generated algorithm for benchmark- ing

Reference 1

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Observation 9a67af17-1084-46d0-aec8-5f2088eca67a · outbound

This paper cites Re- sults are summarized in terms of HV convergence curves and final normalized HV.

LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms Re- sults are summarized in terms of HV convergence curves and final normalized HV

Reference 2

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This paper cites MOEAD-EI Hybrid achieves the highest mean nor- malized HV of 0.971, beating qParEGO on 8 of the 12 problems and outperforming every classical baseline; 7 FIG.

LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms MOEAD-EI Hybrid achieves the highest mean nor- malized HV of 0.971, beating qParEGO on 8 of the 12 problems and outperforming every classical baseline; 7 FIG

Reference 3

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Observation 30d4ee0d-0eea-4378-a66e-3db3d203acf1 · outbound

This paper cites Here the ordering changes.

LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms Here the ordering changes

Reference 4

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Observation 8bc81c46-85ae-43ad-bd26-a1a0ca143d8f · outbound

This paper cites Wall-clock time is measured as the to- tal execution time for one complete optimization run of 400 function evaluations on a single problem instance, 8 FIG.

LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms Wall-clock time is measured as the to- tal execution time for one complete optimization run of 400 function evaluations on a single problem instance, 8 FIG

Reference 5

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This paper cites Schneider, W.

LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms Schneider, W

Reference 6

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Reference 7

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LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms Unresolved cited work

Reference 8

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Reference 9

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This paper cites Shahriari, K.

LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms Shahriari, K

Reference 10

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LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms Unresolved cited work

Reference 11

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This paper cites Romera-Paredes, M.

LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms Romera-Paredes, M

Reference 12

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LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms Unresolved cited work

Reference 13

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LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms Unresolved cited work

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LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms van Stein and T

Reference 15

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LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms AlphaEvolve: A coding agent for scientific and algorithmic discovery

Reference 16

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This paper cites LLaMEA-BO: A Large Language Model Evolutionary Algorithm for Automatically Generating Bayesian Optimization Algorithms.

LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms LLaMEA-BO: A Large Language Model Evolutionary Algorithm for Automatically Generating Bayesian Optimization Algorithms

Reference 17

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This paper cites van Stein, D.

LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms van Stein, D

Reference 18

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Reference 19

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LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms Daulton, M

Reference 20

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LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms Unresolved cited work

Reference 21

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LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms Balandat, B

Reference 22

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LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms Unresolved cited work

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LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms Belakaria, A

Reference 24

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LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms Hern´ andez-Lobato, J

Reference 25

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LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms Zhang, W

Reference 26

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This paper cites Grochow, New applications of the polynomial method: the cap set conjecture and beyond, Bulletin of the Amer- ican Mathematical Society56, 29 (2019).

LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms Grochow, New applications of the polynomial method: the cap set conjecture and beyond, Bulletin of the Amer- ican Mathematical Society56, 29 (2019)

Reference 27

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This paper cites Sharma, Openevolve: an open-source evolutionary coding agent (2025).

LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms Sharma, Openevolve: an open-source evolutionary coding agent (2025)

Reference 28

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LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms ShinkaEvolve: Towards Open-Ended And Sample-Efficient Program Evolution

Reference 29

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Reference 30

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LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms Zheng, Z

Reference 31

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LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms Unresolved cited work

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LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms Lindauer, K

Reference 33

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This paper cites L´ opez-Ib´ a˜ nez, J.

LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms L´ opez-Ib´ a˜ nez, J

Reference 34

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LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms Beyer and D

Reference 35

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LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms De Winter, B

Reference 36

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LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms Wietheger and B

Reference 38

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LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms Zitzler, K

Reference 39

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Observation e009cf55-9464-4c81-84f7-54aa0fe94189 · outbound

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LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms Unresolved cited work

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Observation a2f50e56-a593-4647-b879-ef31c941b618 · outbound

This paper cites Huband, P.

LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms Huband, P

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Observation e59423cd-f08b-4989-9fa3-ebd690ab436e · outbound

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LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms Zitzler and L

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Observation d8d7b40b-e2a0-4d01-8bcf-8d224e2f4883 · outbound

This paper cites Zitzler, L.

LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms Zitzler, L

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Observation ae9bd772-9f78-4f8a-9fbf-3ccc3bad8cd7 · outbound

This paper cites Blank and K.

LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms Blank and K

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Observation 3f0699af-a03f-44b7-a46a-82bb182e8b53 · outbound

This paper cites Tanabe and H.

LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms Tanabe and H

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Observation f1bf8532-d07b-4ec2-b57e-054c5157085d · outbound

This paper cites Bajer, Z.

LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms Bajer, Z

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Observation fecc9bb8-d54e-4774-a86c-4c3ca1155b99 · outbound

This paper cites A Tutorial on Bayesian Optimization.

LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms A Tutorial on Bayesian Optimization

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Observation 6bb4c0f0-b23b-482b-ae22-1299169a5da6 · outbound

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LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms Unresolved cited work

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Observation 86477943-1491-4c64-bb0c-3f8bef61e08c · outbound

This paper cites Bhattacharjee, K.

LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms Bhattacharjee, K

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Observation 9fb7a17c-44cf-43c1-ad45-737da25d8fa3 · outbound

This paper cites an unresolved cited work.

LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms Unresolved cited work

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Observation 1e6d4029-6912-4ef3-9250-81b390040a69 · outbound

This paper cites an unresolved cited work.

LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms Unresolved cited work

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Observation cd5b1017-03bb-4348-9a5c-0cabbfc695f1 · outbound

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LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms Unresolved cited work

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Observation cd636087-854d-43d4-a866-7ecd4e843c3a · outbound

This paper cites van Stein, A.

LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms van Stein, A

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Observation b6d41471-838a-46b6-8641-76f483af551f · outbound

This paper cites an unresolved cited work.

LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms Unresolved cited work

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Observation 122b0b59-190e-4a81-9b83-057f696cdb8c · outbound

This paper cites Wilcoxon, Individual comparisons by ranking meth- ods, Biometrics bulletin1, 80 (1945).

LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms Wilcoxon, Individual comparisons by ranking meth- ods, Biometrics bulletin1, 80 (1945)

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Observation 0e49bbdd-d1f1-4d53-ae07-903af748166a · outbound

This paper cites Friedman, The use of ranks to avoid the assumption of normality implicit in the analysis of variance, Journal of the american statistical association32, 675 (1937).

LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms Friedman, The use of ranks to avoid the assumption of normality implicit in the analysis of variance, Journal of the american statistical association32, 675 (1937)

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Observation 75c4e841-7468-43ca-8691-eef2f4324792 · outbound

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LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms Unresolved cited work

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Observation f28b9e85-7a47-4d8f-8051-3b6422c39cf9 · outbound

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LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms Demˇ sar, Statistical comparisons of classifiers over mul- tiple data sets, Journal of Machine learning research7, 1 (2006)

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Observation c284bbe3-f588-457d-b9b0-2d69d500c970 · outbound

This paper cites an unresolved cited work.

LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms Unresolved cited work

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Observation c922ea84-1865-4b47-b003-b97d13ed1873 · outbound

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Observation b709b006-7b54-46de-be32-4fc397e3b633 · outbound

This paper cites an unresolved cited work.

LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms Unresolved cited work

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Observation 82b15ff3-23c1-4fd7-b174-e535a2953648 · outbound

This paper cites Zhang and H.

LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms Zhang and H

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Observation 906d7304-4365-401b-9be2-4a4f08296f72 · outbound

This paper cites an unresolved cited work.

LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms Unresolved cited work

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Observation 76fc4329-28a1-4efd-8d66-8cb084bc44b2 · outbound

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LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms Breiman, Random forests, Machine learning45, 5 (2001)

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Observation 215c7b5b-7637-4da5-a7e0-e2363dc883a7 · outbound

This paper cites Hutter, H.

LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms Hutter, H

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Observation da46be7c-1252-4d71-a012-ba339cb3e6ba · outbound

This paper cites Srinivas, A.

LLM-Driven Evolutionary Generation of Multi-Objective Bayesian Optimization Algorithms Srinivas, A

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Pith citing papers

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