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Paper Citation Record · LEDGER

Multi-objective Evolutionary Algorithms (MOEAs) in PMEDM -- A Comparative Study in Pareto Frontier

As of 6 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 1 inbound Pith citation observation for arXiv:2509.01775.

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

pith.paper-citation-record.v1
2509.01775 v2

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-18T19:26:24.696043Z

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T05:01:34.347612Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T05:01:35.734756Z

Reference resolution

15 of 15 outbound references displayed

  • verified exact1
  • verified fuzzy5
  • unresolved2
  • parse uncertain3
  • malformed identifier4
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5ba998ca-0ef0-47f8-974b-644cc5c40367 · outbound

This paper cites an unresolved cited work.

Multi-objective Evolutionary Algorithms (MOEAs) in PMEDM -- A Comparative Study in Pareto Frontier Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-05-18T19:26:48.462557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T19:26:24.696043Z digest=sha256:8edc30e2b75b33d80156352bf067c4833e70e058bb071803fe71363ce86d70fe

Observation eaccac47-3783-4d7c-b403-99e64b95dc5e · outbound

This paper cites It comprises several components, including raw dataset features, featurization processes, the employed ML models and MOEs, Pareto frontier analysis, and targe t regression.

Multi-objective Evolutionary Algorithms (MOEAs) in PMEDM -- A Comparative Study in Pareto Frontier It comprises several components, including raw dataset features, featurization processes, the employed ML models and MOEs, Pareto frontier analysis, and targe t regression

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T19:26:48.478862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T19:26:24.696043Z digest=sha256:6fb6eed0a12b8bb5c7460dfda67be3888aac059b6e6821b2e1de48754bf0d354

Observation 160d91a1-b018-42cb-88cb-4d72e775d5fe · outbound

This paper cites an unresolved cited work.

Multi-objective Evolutionary Algorithms (MOEAs) in PMEDM -- A Comparative Study in Pareto Frontier Unresolved cited work

Reference 3

Resolution
parse uncertain
raw_fallback, observed 2026-05-18T19:26:48.481452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T19:26:24.696043Z digest=sha256:ebe392532c503281412e0a186cb315ebb7af9be82dd940abb760b3b66d0fff97

Observation 74a311f3-b000-4973-92b7-17cd6c0118ad · outbound

This paper cites an unresolved cited work.

Multi-objective Evolutionary Algorithms (MOEAs) in PMEDM -- A Comparative Study in Pareto Frontier Unresolved cited work

Reference 4

Resolution
parse uncertain
raw_fallback, observed 2026-05-18T19:26:48.472568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T19:26:24.696043Z digest=sha256:fc7b05c6c0ff10fbcf69f6d311c134457ea37c1bdda1e86f28a07f659976d29e

Observation 756a18b3-2774-4d70-9abc-d1ede9c3e1e1 · outbound

This paper cites an unresolved cited work.

Multi-objective Evolutionary Algorithms (MOEAs) in PMEDM -- A Comparative Study in Pareto Frontier Unresolved cited work

Reference 5

Resolution
parse uncertain
raw_fallback, observed 2026-05-18T19:26:48.484785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T19:26:24.696043Z digest=sha256:4fcc80ab20fbbe4ea8a6a619372c20495dee065279b06a0f1682862e0e77d5f5

Observation fdd99862-d0a0-474e-bf61-a5e13fab58c6 · outbound

This paper cites We employed different ML regression models to accurately predict MRR, EWR, and Ra through PMEDM with the electrode vibration system.

Multi-objective Evolutionary Algorithms (MOEAs) in PMEDM -- A Comparative Study in Pareto Frontier We employed different ML regression models to accurately predict MRR, EWR, and Ra through PMEDM with the electrode vibration system

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T19:26:48.465923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T19:26:24.696043Z digest=sha256:1194685aaca9332a87a56fbe0c1055f8d7f4f63cd7ae0a93c69fb585eea8aef2

Observation 2d706828-0364-4d81-99bb-f93422d5e1ff · outbound

This paper cites an unresolved cited work.

Multi-objective Evolutionary Algorithms (MOEAs) in PMEDM -- A Comparative Study in Pareto Frontier Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-05-18T19:26:48.459422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T19:26:24.696043Z digest=sha256:d6ac6e09c4b7eeed0277f1f217aaa6369a7709322cd4a8c9a5286f607d590da2

Observation 28850154-99fa-422a-9489-0a378fce0665 · outbound

This paper cites Initially, we undertake a regression task employing the four ML models and evaluate them using commonly adopted metrics: MAE, MSE, RMSE, and R -squared.

Multi-objective Evolutionary Algorithms (MOEAs) in PMEDM -- A Comparative Study in Pareto Frontier Initially, we undertake a regression task employing the four ML models and evaluate them using commonly adopted metrics: MAE, MSE, RMSE, and R -squared

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T19:26:48.469426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T19:26:24.696043Z digest=sha256:d3774626210016f6fffc76cd6ac26248d96180b4f3960117fb59c4ab62c911c8

Observation dc7f7f5e-50e6-481c-9b12-aa81e5d48a41 · outbound

This paper cites This suggests that UNSGA -III may offer comparable performance to these algorithms in terms of exploring and optimizing the Pareto front.

Multi-objective Evolutionary Algorithms (MOEAs) in PMEDM -- A Comparative Study in Pareto Frontier This suggests that UNSGA -III may offer comparable performance to these algorithms in terms of exploring and optimizing the Pareto front

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T19:26:48.456084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T19:26:24.696043Z digest=sha256:f4371f18e65ff4d3bde053472b078b2154df0279312f20be43e01e57c70811d8

Observation e10acd41-d46c-4cc5-926e-bdc8ab39b506 · outbound

This paper cites This suggests that C-TAEA may offer comparable performance to other algorithms in exploring and optimizing the Pareto front.

Multi-objective Evolutionary Algorithms (MOEAs) in PMEDM -- A Comparative Study in Pareto Frontier This suggests that C-TAEA may offer comparable performance to other algorithms in exploring and optimizing the Pareto front

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T19:26:48.475566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T19:26:24.696043Z digest=sha256:815cd04239998b50d30feca61c2091fbc8b6a9cb222445413b56d12d8ccc55e6

Observation 9d944025-a11e-4594-9bd0-1f335cbc7e7f · outbound

This paper cites an unresolved cited work.

Multi-objective Evolutionary Algorithms (MOEAs) in PMEDM -- A Comparative Study in Pareto Frontier Unresolved cited work

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-05-18T19:26:46.980342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T19:26:24.696043Z digest=sha256:8785e3ed60c70a86b47b72cd179eff043a01777c6a20406c29a944f7802216b0

Observation 6cc6a87f-60bb-4ebb-98b2-ba0b2be9aa42 · outbound

This paper cites A., & Khoshnevisan, M.

Multi-objective Evolutionary Algorithms (MOEAs) in PMEDM -- A Comparative Study in Pareto Frontier A., & Khoshnevisan, M

Reference 12

Resolution
malformed identifier
doi_truncated, observed 2026-05-18T19:26:46.982541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T19:26:24.696043Z digest=sha256:4d8cbfc56c143fd571664154673960948825c4428563d88e76c7cac4c08ae7ae

Observation 8ef2061b-d7b2-4a4f-8bd9-92d66219b22a · outbound

This paper cites N., & Pande, S.

Multi-objective Evolutionary Algorithms (MOEAs) in PMEDM -- A Comparative Study in Pareto Frontier N., & Pande, S

Reference 13

Resolution
malformed identifier
doi_truncated, observed 2026-05-18T19:26:46.976532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T19:26:24.696043Z digest=sha256:bbb28e4be03da45fc7e48adaf2c2fb170ebc909285a70b1ce92f810bb272a46a

Observation d4d77173-f5dd-425c-b550-757659e072dc · outbound

This paper cites an unresolved cited work.

Multi-objective Evolutionary Algorithms (MOEAs) in PMEDM -- A Comparative Study in Pareto Frontier Unresolved cited work

Reference 14

Resolution
malformed identifier
doi_truncated, observed 2026-05-18T19:26:46.971527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T19:26:24.696043Z digest=sha256:9dc6fe3319478fbc9d3878e3a6abfe696617cf615af6c6f1055fb9be12513fc4

Observation e6b6a2f5-70e1-45a3-99cc-235df55949c5 · outbound

This paper cites K., & Gupta, R.

Multi-objective Evolutionary Algorithms (MOEAs) in PMEDM -- A Comparative Study in Pareto Frontier K., & Gupta, R

Reference 15

Resolution
malformed identifier
doi_truncated, observed 2026-05-18T19:26:46.974016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-18T19:26:24.696043Z digest=sha256:22f0eb7a1e8545ca9ba6e443229c7e75c26ee81025ed222cbc7e035749d15043

Pith citing papers

Observation 6a5175d4-29a0-4950-912c-f30b32d35434 · inbound

LabelImg: CNN-Based Surface Defect Detection cites this paper.

LabelImg: CNN-Based Surface Defect Detection Multi-objective Evolutionary Algorithms (MOEAs) in PMEDM -- A Comparative Study in Pareto Frontier

Reference 9

Resolution
verified exact
local_arxiv, observed 2026-08-05T05:01:35.739567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T05:01:34.347612Z digest=sha256:79a29b72e45af049e6cd66e81bfaa5f71f0c26f83e0e99f0842342af173aeded