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Paper Citation Record · LEDGER

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review

As of 16 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 0 inbound Pith citation observations for arXiv:1908.08007.

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

pith.paper-citation-record.v1
1908.08007 v2

Coverage vector

measured 55 of 55 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T13:16:14.777882Z

measured 55 of 55 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

55 of 55 outbound references displayed

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  • verified fuzzy55
  • unresolved0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation db73112b-6c25-4fd2-9938-4f07e664e679 · outbound

This paper cites The ant colony meta-heuristic in new ideas in optimiza- tion, 1999.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review The ant colony meta-heuristic in new ideas in optimiza- tion, 1999

Reference 1

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation c7596482-483d-4d1f-82fe-f85197334db0 · outbound

This paper cites Ant a lgorithms for discrete optimization.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review Ant a lgorithms for discrete optimization

Reference 2

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 55d9483b-47c3-4920-8ea6-ff27c6eb5f49 · outbound

This paper cites Optimization, learning and natural algori thms.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review Optimization, learning and natural algori thms

Reference 3

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation cb5a5a5b-1d60-409b-9df1-c14a3d24c2c0 · outbound

This paper cites Th e ant system: An auto- catalytic optimizing process.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review Th e ant system: An auto- catalytic optimizing process

Reference 4

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 790cfd2f-aaba-47e2-adf3-bec95e973c64 · outbound

This paper cites An t system: optimization by a colony of cooperating agents.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review An t system: optimization by a colony of cooperating agents

Reference 5

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 418e45e6-c643-4b2a-8209-6d8c4add3ade · outbound

This paper cites The traveling salesman problem: a computational study.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review The traveling salesman problem: a computational study

Reference 6

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation f60c2de1-061c-4711-a8ce-ebabd58e9d71 · outbound

This paper cites The traveling salesman: computational solutions for TSP ap pli- cations.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review The traveling salesman: computational solutions for TSP ap pli- cations

Reference 7

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 6e6ad9f3-b628-4a13-a7c3-a1855e7042b1 · outbound

This paper cites A n ant colony opti- mization algorithm for dna sequencing by hybridization.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review A n ant colony opti- mization algorithm for dna sequencing by hybridization

Reference 8

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 70d9325c-d143-4937-88c8-d22f6d5b3450 · outbound

This paper cites Beam-acohybridizing ant colony optimiz ation with beam search: An application to open shop scheduling.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review Beam-acohybridizing ant colony optimiz ation with beam search: An application to open shop scheduling

Reference 9

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation c1b6adb9-af6a-479a-978b-1e20136b1250 · outbound

This paper cites An ant c olony optimization approach to flexible protein–ligand docking.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review An ant c olony optimization approach to flexible protein–ligand docking

Reference 10

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation a951ffb5-48bc-49ae-85bc-a17dd3aaf6f4 · outbound

This paper cites Beam-aco for simple assembly line balan cing.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review Beam-aco for simple assembly line balan cing

Reference 11

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 4a752801-84a3-4aa5-b571-0288bc8a3427 · outbound

This paper cites An ant colony sy stem hybridized with a new local search for the sequential ordering problem.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review An ant colony sy stem hybridized with a new local search for the sequential ordering problem

Reference 12

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 61bdcc04-45e9-4585-a86f-f4ff4b9dfcef · outbound

This paper cites Antnet: Distributed sti gmergetic control for communications networks.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review Antnet: Distributed sti gmergetic control for communications networks

Reference 13

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 0c816378-a0f6-4da4-9a0f-fc5ab8409a63 · outbound

This paper cites An ant colony optimis ation algorithm for the 2d and 3d hydrophobic polar protein folding problem.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review An ant colony optimis ation algorithm for the 2d and 3d hydrophobic polar protein folding problem

Reference 14

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 647e3253-8c3e-47cc-9231-141cea678d95 · outbound

This paper cites Spec ial issue on ant colony optimization.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review Spec ial issue on ant colony optimization

Reference 15

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 56bd0add-7e65-448e-a709-bec600ee8e2c · outbound

This paper cites The self- organizing exploratory pattern of the argentine ant.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review The self- organizing exploratory pattern of the argentine ant

Reference 16

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 79b7bdcd-25d7-47c0-8f05-e8d6d81b951a · outbound

This paper cites M odulation of trail laying in the antlasius niger (hymenoptera: Formicidae) an d its role in the collective selection of a food source.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review M odulation of trail laying in the antlasius niger (hymenoptera: Formicidae) an d its role in the collective selection of a food source

Reference 17

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 7546c4f9-016f-4280-966e-2dd40a807df8 · outbound

This paper cites Ant-q: A reinforcem ent learning approach to the traveling salesman problem.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review Ant-q: A reinforcem ent learning approach to the traveling salesman problem

Reference 18

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 830fd412-3bb6-4bff-92ea-8af342f29128 · outbound

This paper cites Ant colonies for th e traveling salesman problem.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review Ant colonies for th e traveling salesman problem

Reference 19

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 7f5b8f72-aa9e-499f-8844-efda47234e2e · outbound

This paper cites Improving the ant system: A detailed report on the max–min ant system.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review Improving the ant system: A detailed report on the max–min ant system

Reference 20

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 3678251b-9661-4fd6-924b-c4c33e9b4101 · outbound

This paper cites Max-min ant system and lo cal search for the traveling salesman problem.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review Max-min ant system and lo cal search for the traveling salesman problem

Reference 21

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 35a3abb1-53e1-45f4-9d75-008c1b229bdb · outbound

This paper cites A new rank based version of the ant system.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review A new rank based version of the ant system

Reference 22

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation aba8a89d-9c38-4659-ba27-0b83bec23ff9 · outbound

This paper cites Exact and approximate nondetermini stic tree-search proce- dures for the quadratic assignment problem.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review Exact and approximate nondetermini stic tree-search proce- dures for the quadratic assignment problem

Reference 23

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 3aab2215-bd3f-44f2-9f70-2e04a172a056 · outbound

This paper cites Analysis of the best-worst ant system and its variants on the tsp.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review Analysis of the best-worst ant system and its variants on the tsp

Reference 24

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation e38edbe2-d4bd-4fa6-bd2c-9261461aaa7e · outbound

This paper cites A new aco model integrating evolutionary computation conce pts: The best-worst ant system.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review A new aco model integrating evolutionary computation conce pts: The best-worst ant system

Reference 25

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 8632a696-85ed-42f9-87f9-fb17f33b23c7 · outbound

This paper cites A population bas ed approach for aco.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review A population bas ed approach for aco

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:16:15.152895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation ebc1c45c-3c60-413e-9f9e-c7b672c6ff1d · outbound

This paper cites Theoretical and practical aspects of ant colony optimizati on, vol- ume 282.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review Theoretical and practical aspects of ant colony optimizati on, vol- ume 282

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:16:15.141551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 4fb1a7ec-71f6-4df8-ab63-ac6a50619bfa · outbound

This paper cites Hc–aco: T he hyper-cube frame- work for ant colony optimization.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review Hc–aco: T he hyper-cube frame- work for ant colony optimization

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:16:15.130838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation cbae336d-3600-4f2f-b81f-ad806c61cec0 · outbound

This paper cites Ant colony optimization with local search for dynamic traveling sales man problems.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review Ant colony optimization with local search for dynamic traveling sales man problems

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:16:15.119426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 67b5c195-4585-45cf-a3fa-ec455e10f087 · outbound

This paper cites Ant algor ithms with immigrants schemes for the dynamic vehicle routing problem.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review Ant algor ithms with immigrants schemes for the dynamic vehicle routing problem

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:16:15.107947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:16:14.680418Z digest=sha256:9cbc2cfa475a9611374a79a46bced96d2d54009c62cc6ef55e3a8abe087f50e0

Observation db22b7e0-ddcd-42d6-bc7a-3f02d50e4219 · outbound

This paper cites A survey of swarm intelligence for dynamic optimization: Algorithms and app lications.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review A survey of swarm intelligence for dynamic optimization: Algorithms and app lications

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:16:15.095425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:16:14.684163Z digest=sha256:683c104296904bb778b462aea24e4831b10367ca691ed97fec31003823e2ed91

Observation 48a5d479-285f-4d5b-9145-c22597bddbef · outbound

This paper cites Ant colony algorithms for the dynamic vehicle routing probl em with time windows.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review Ant colony algorithms for the dynamic vehicle routing probl em with time windows

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:16:15.082613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:16:14.688683Z digest=sha256:80ef0d7b955aa3fc2eb4cec71f63feed4dcdece89d6e1b4e2d9576dfacd43814

Observation c3275c56-28d4-465d-b9b5-e1b6528f33e3 · outbound

This paper cites An experimental analysis of design choices of multi-objective ant colony optimization algori thms.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review An experimental analysis of design choices of multi-objective ant colony optimization algori thms

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:16:15.071623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:16:14.692952Z digest=sha256:76ce2b75424eea6102d0e962c64fe929e30865eb75c2dbc8802acbe9735f82be

Observation a8894da2-a486-4f42-a9c3-12243d937603 · outbound

This paper cites The automatic d esign of multiobjective ant colony optimization algorithms.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review The automatic d esign of multiobjective ant colony optimization algorithms

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:16:15.060058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:16:14.697438Z digest=sha256:dc57396173a4b615b921ed484625667ecd6cfab832ec52acd46d4311ad27624f

Observation 6e544395-0b65-4e56-8402-bd98993a9c50 · outbound

This paper cites A new indicator- based many-objective ant colony optimizer for continuous s earch spaces.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review A new indicator- based many-objective ant colony optimizer for continuous s earch spaces

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:16:15.048238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:16:14.700934Z digest=sha256:ccd91e38b31e1034ac885a208a7a52b71e0d0142e007635c2fa02a94a01f0ef9

Observation 9c1dc122-70c8-4fb7-aae5-aa7194673642 · outbound

This paper cites An incremental ant colony algorithm with local sear ch for continuous opti- mization.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review An incremental ant colony algorithm with local sear ch for continuous opti- mization

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:16:15.036030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:16:14.704813Z digest=sha256:7460484f1bc3c2da04deebe3c40e5036c4ea1f72f297683326949264c6ca508a

Observation f2754159-d58e-41a3-9d71-de811b643eb4 · outbound

This paper cites Enhancing iaco r local sea rch by mtsls1-bfgs for continuous global optimization.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review Enhancing iaco r local sea rch by mtsls1-bfgs for continuous global optimization

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:16:15.024133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:16:14.708379Z digest=sha256:e721500a297b3e611057d58d3748b76db65c2c16293353b84df61cb330411da7

Observation 8280ca25-6347-46af-b616-e2067b4899e1 · outbound

This paper cites Ant colony optimization for continu ous domains.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review Ant colony optimization for continu ous domains

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:16:15.011705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:16:14.712218Z digest=sha256:4dab6f614fc05cbaf5621bd81929d7b3c6b9319d017443181cf181c16662501e

Observation 6b7387e6-78bb-489a-a15b-9a80dcbbabee · outbound

This paper cites A unified ant colony optimization algorithm for continuous op timization.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review A unified ant colony optimization algorithm for continuous op timization

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:16:14.998787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:16:14.715981Z digest=sha256:7a54ebb919a8f821b97388591680e5bc03d2f23da6af85eb91183d36e384cfd3

Observation 1d9f77a8-60ad-4a1a-9f27-3eb3dc1dcb2c · outbound

This paper cites The irace package: Iterated r acing for automatic algorithm configuration.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review The irace package: Iterated r acing for automatic algorithm configuration

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:16:14.987517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:16:14.719534Z digest=sha256:198cb35af7a96efa411e5b66788e2b97e7e5d03e05a4b31c39e5d76946f88a41

Observation 83d9a3d6-c790-49cb-ae5b-52129d21b705 · outbound

This paper cites Adaptive multimodal continuous ant colony op timization.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review Adaptive multimodal continuous ant colony op timization

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:16:14.976701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:16:14.723155Z digest=sha256:eaed9d4082c64c6acd655c381986899e5307200b39760c700db1b5d4863579c3

Observation 905337c7-1594-4f89-9abc-707f17f1b2ad · outbound

This paper cites Analysis of the population-based ant colo ny optimization algo- rithm for the tsp and the qap.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review Analysis of the population-based ant colo ny optimization algo- rithm for the tsp and the qap

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:16:14.964650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:16:14.726399Z digest=sha256:9df0919d4f902d5d0970c2b1adc93184d3f64686c33c8e6a908cb71cce80bcf7

Observation 3a58b0f9-f2f9-4593-bb57-9ac871ddc265 · outbound

This paper cites Iterated greedy.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review Iterated greedy

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:16:14.952852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:16:14.729886Z digest=sha256:e87ca7d41eb43f580cc6d9d4ff2cc9b6f2e530e877b2c6349c8b8df349b032f9

Observation 614581e6-c96d-4fbe-8848-10f8aca7024f · outbound

This paper cites Ant colony optimization using exploratory ants for constructi ng partial solutions.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review Ant colony optimization using exploratory ants for constructi ng partial solutions

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:16:14.942820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:16:14.733496Z digest=sha256:c38774e21d3e4f11d9fa93f1985fbffa2a64e4adaeebdb30a7cf830aef70ecb4

Observation 0d77befe-cff0-4fdb-b52b-c2bc368a105c · outbound

This paper cites Hybrid metaheuristics in combinatorial optimization: A survey.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review Hybrid metaheuristics in combinatorial optimization: A survey

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:16:14.931612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:16:14.737009Z digest=sha256:561b9272c283e22abbce25a89d73de1314bea059872143a9e907b073419cb9ee

Observation b34cbc56-6fb3-4161-a267-cc3d165fbd11 · outbound

This paper cites Ant colony optimization and constraint programming.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review Ant colony optimization and constraint programming

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:16:14.920479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:16:14.741228Z digest=sha256:b00e94d2632285b09065b8fd747d6952a234f41a9e48798abb67490779dcdcbb

Observation e1f6c25c-359f-4b37-bac7-a3a615e0af4f · outbound

This paper cites Pheromone-based heuristic column generation for vehicle routing problems w ith black box feasibil- ity.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review Pheromone-based heuristic column generation for vehicle routing problems w ith black box feasibil- ity

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:16:14.909963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:16:14.745044Z digest=sha256:286bd77290b4d17c9b5a474b88cdf09314f1b7aa34a80153f9e84a2f540818b3

Observation 7cca2c5c-1f3b-451f-9add-5d6b4f566ac3 · outbound

This paper cites Exper- imental analysis of pheromone-based heuristic column gene ration using irace.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review Exper- imental analysis of pheromone-based heuristic column gene ration using irace

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:16:14.898860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:16:14.748527Z digest=sha256:bb7388075279b3c862114f53d6a4a1840e5d7a69092cfae364a7bfc9e0ccc3b0

Observation 40ba171b-b6ba-4a05-a452-06b458329e13 · outbound

This paper cites Modeling the dynam ics of ant colony optimization.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review Modeling the dynam ics of ant colony optimization

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:16:14.887095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:16:14.752083Z digest=sha256:a8c0e1834dbf726ab48849d52c566a55c02874df58c360cef3bbfe37917302a3

Observation ef0dcd46-aa09-40b5-928e-ba270982b2dd · outbound

This paper cites An efficient gpu implementation of ant colony optimization for the traveling salesman probl em.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review An efficient gpu implementation of ant colony optimization for the traveling salesman probl em

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:16:14.874853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:16:14.755911Z digest=sha256:a9163a950ec6947f560b268a7d5be63ae9c804b6e1fea73b123606c4408d3b8f

Observation edb6ebff-34a7-4863-8396-c3c932a46042 · outbound

This paper cites An analysis of communication policies for homogeneou s multi-colony aco algorithms.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review An analysis of communication policies for homogeneou s multi-colony aco algorithms

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:16:14.862896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:16:14.759705Z digest=sha256:57bb22c4859c1b0caef88e3d8592fde450b7507c9edeb8dd098b4aa6998013a4

Observation 2d504e0c-442c-46d4-b755-fc9c00b41d1b · outbound

This paper cites Comparative evaluation of platforms f or parallel ant colony optimization.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review Comparative evaluation of platforms f or parallel ant colony optimization

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:16:14.851396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:16:14.763983Z digest=sha256:2c2e7ab29ca00d5247fdf8386832d15bcd82aaab9d5ec10161ef32178caf2680

Observation 0d33c5c5-10cb-4c61-9d59-61d98920e6e5 · outbound

This paper cites Enhancing data parallelism for ant colony optimization on g pus.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review Enhancing data parallelism for ant colony optimization on g pus

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:16:14.838324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:16:14.767816Z digest=sha256:1bcf88be549aa585e1b0bc78ba4b8ec529c72920dd127fdea3f0b06ebdee3103

Observation 8ed8e316-afd6-45f5-a313-3f86cd4b5349 · outbound

This paper cites Improving ant colony o ptimization perfor- mance on the gpu using cuda.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review Improving ant colony o ptimization perfor- mance on the gpu using cuda

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:16:14.826583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:16:14.773065Z digest=sha256:73858fe007055b7a46cd09a40792c2988fe23eea2b5981a37231b4ce28c04a82

Observation 70443f5c-79b4-49f3-8a3e-5134aa9d97fc · outbound

This paper cites Parallel ant colony optimization on graphics processing units.

Evolution of Ant Colony Optimization Algorithm -- A Brief Literature Review Parallel ant colony optimization on graphics processing units

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T13:16:14.813213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-14T13:16:14.777882Z digest=sha256:ef15676cf318d83fded6daa596417ec96abbcca9d6d9c37b13a5ae8bb1afd251

Pith citing papers

No inbound Pith citation observations are available.