Paper Citation Record · LEDGER

Time-Fair Benchmarking for Metaheuristics: A Restart-Fair Protocol for Fixed-Time Comparisons

As of 11 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:2509.08986.

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

pith.paper-citation-record.v1
2509.08986 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T19:55:37.799315Z

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

12 of 12 outbound references displayed

verified exact4
verified fuzzy0
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e81509b0-9a7a-47f2-8373-064ac0d04679 · outbound

This paper cites Benchmarking in Optimization: Best Practice and Open Issues.

Time-Fair Benchmarking for Metaheuristics: A Restart-Fair Protocol for Fixed-Time Comparisons Benchmarking in Optimization: Best Practice and Open Issues

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T19:55:37.749997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ded522b7-e80f-4a99-97bb-6367159d87a0 · outbound

This paper cites IOHprofiler: A Benchmarking and Profiling Tool for Iterative Optimization Heuristics.

Time-Fair Benchmarking for Metaheuristics: A Restart-Fair Protocol for Fixed-Time Comparisons IOHprofiler: A Benchmarking and Profiling Tool for Iterative Optimization Heuristics

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T19:55:37.755195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da5bbb6b-1c0a-4685-995e-51b995f1b2ac · outbound

This paper cites Dolan and Jorge J.

Time-Fair Benchmarking for Metaheuristics: A Restart-Fair Protocol for Fixed-Time Comparisons Dolan and Jorge J

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T19:55:37.759826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2815a227-601f-4c35-bc70-a9ad29e3e832 · outbound

This paper cites A generic bet-and-run strategy for speeding up stochastic local search.

Time-Fair Benchmarking for Metaheuristics: A Restart-Fair Protocol for Fixed-Time Comparisons A generic bet-and-run strategy for speeding up stochastic local search

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T19:55:37.764005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c51d852-4b34-403d-a88f-f0bb6ef924e5 · outbound

This paper cites Real-parameter black-box optimization benchmarking 2010: Experimental setup.

Time-Fair Benchmarking for Metaheuristics: A Restart-Fair Protocol for Fixed-Time Comparisons Real-parameter black-box optimization benchmarking 2010: Experimental setup

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T19:55:37.768622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee968bd5-ee68-42d5-83ee-01b9c1be6617 · outbound

This paper cites Hoos, and Kevin Leyton-Brown.

Time-Fair Benchmarking for Metaheuristics: A Restart-Fair Protocol for Fixed-Time Comparisons Hoos, and Kevin Leyton-Brown

Reference 6

Resolution: verified exact; doi, observed 2026-08-04T19:58:33.111713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2e39abcf-72ae-420b-8604-3d5ed9fbb1e0 · outbound

This paper cites Learning a reactive restart strategy to improve stochastic search.

Time-Fair Benchmarking for Metaheuristics: A Restart-Fair Protocol for Fixed-Time Comparisons Learning a reactive restart strategy to improve stochastic search

Reference 7

Resolution: verified exact; doi, observed 2026-08-04T19:58:32.877514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f5344d55-5971-4076-a930-6ad8cb482226 · outbound

This paper cites Exploratory analysis of stochastic local search algorithms in biobjective optimization.

Time-Fair Benchmarking for Metaheuristics: A Restart-Fair Protocol for Fixed-Time Comparisons Exploratory analysis of stochastic local search algorithms in biobjective optimization

Reference 8

Resolution: verified exact; doi, observed 2026-08-04T19:58:32.586215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e52c15c8-f2ab-4992-af50-79f7721cb67f · outbound

This paper cites Benchmarking for metaheuristic black-box optimization: Perspectives and open challenges.

Time-Fair Benchmarking for Metaheuristics: A Restart-Fair Protocol for Fixed-Time Comparisons Benchmarking for metaheuristic black-box optimization: Perspectives and open challenges

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T19:55:37.786515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed10b2a5-75ed-4185-8fbd-e8c8cb04c430 · outbound

This paper cites Performance measure and tool for benchmarking metaheuristic optimization algorithms.

Time-Fair Benchmarking for Metaheuristics: A Restart-Fair Protocol for Fixed-Time Comparisons Performance measure and tool for benchmarking metaheuristic optimization algorithms

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T19:55:37.790887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c645ade-8f5f-4691-a73b-750c4fb80e02 · outbound

This paper cites Ieco: an improved educational competition optimizer for state-of-the-art engineering optimization.

Time-Fair Benchmarking for Metaheuristics: A Restart-Fair Protocol for Fixed-Time Comparisons Ieco: an improved educational competition optimizer for state-of-the-art engineering optimization

Reference 11

Resolution: verified exact; doi, observed 2026-08-04T19:58:32.318994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d88e7995-b66b-4803-8174-ab7666858ccd · outbound

This paper cites An Improved Generic Bet-and-Run Strategy for Speeding Up Stochastic Local Search.

Time-Fair Benchmarking for Metaheuristics: A Restart-Fair Protocol for Fixed-Time Comparisons An Improved Generic Bet-and-Run Strategy for Speeding Up Stochastic Local Search

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T19:55:37.799315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.