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Paper Citation Record · LEDGER

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective

As of 15 August 2026, this Paper Citation Record lists 100 of 103 outbound references and 1 inbound Pith citation observation for arXiv:2608.01789.

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

pith.paper-citation-record.v1
2608.01789 v1

Coverage vector

measured 100 of 103 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T20:52:58.083307Z

measured 101 of 101 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:14:12.659861Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T22:14:12.701281Z

Reference resolution

100 of 103 outbound references displayed

  • verified exact6
  • verified fuzzy43
  • unresolved48
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6d5d4df0-2194-4bb9-bc39-37da61f8f63f · outbound

This paper cites 101 formulaic alphas,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective 101 formulaic alphas,

Reference 1

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No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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Observation 66c22ce1-da1d-409f-8691-d33af8f236ad · outbound

This paper cites an unresolved cited work.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Unresolved cited work

Reference 2

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Observation 0bc4bd1a-1645-4bd0-8cb7-84bd46fb876a · outbound

This paper cites Simple technical trading rules and the stochastic properties of stock returns,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Simple technical trading rules and the stochastic properties of stock returns,

Reference 3

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Observation 8dd33c25-0b60-43fc-b32e-3600c0ceaf9c · outbound

This paper cites Foundations of technical analysis: Computational algorithms, statistical inference, and empirical implementation,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Foundations of technical analysis: Computational algorithms, statistical inference, and empirical implementation,

Reference 4

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Observation 08294621-e650-4509-8995-ab5a5591aae2 · outbound

This paper cites Common risk factors in the returns on stocks and bonds,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Common risk factors in the returns on stocks and bonds,

Reference 5

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Observation f20d7be2-3d37-4476-978d-2dcefe4264f0 · outbound

This paper cites Empirical asset pricing via machine learning,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Empirical asset pricing via machine learning,

Reference 6

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Observation e675edf8-5b73-400f-9125-c283b6f7a21e · outbound

This paper cites Returns to buying winners and selling losers: Implications for stock market efficiency,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Returns to buying winners and selling losers: Implications for stock market efficiency,

Reference 7

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Observation 16acd37f-1bf0-400b-94c6-b388d7792154 · outbound

This paper cites On persistence in mutual fund performance,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective On persistence in mutual fund performance,

Reference 8

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Observation 0d0dc6d3-2293-4bca-be0f-b210cc76b854 · outbound

This paper cites Value and momentum everywhere,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Value and momentum everywhere,

Reference 9

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Observation ee034757-baf5-4515-9687-98acc6c095d0 · outbound

This paper cites AutoAlpha: an Efficient Hierarchical Evolutionary Algorithm for Mining Alpha Factors in Quantitative Investment.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective AutoAlpha: an Efficient Hierarchical Evolutionary Algorithm for Mining Alpha Factors in Quantitative Investment

Reference 10

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Observation 0f98b9e7-9763-4210-8ff8-51267a71e73f · outbound

This paper cites AlphaEvolve: A learning framework to discover novel alphas in quantitative investment,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective AlphaEvolve: A learning framework to discover novel alphas in quantitative investment,

Reference 11

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Observation f6a075f1-e475-4d67-a94d-b479dbbf5e5b · outbound

This paper cites Generating synergistic formulaic alpha collections via reinforcement learning,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Generating synergistic formulaic alpha collections via reinforcement learning,

Reference 12

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Observation 8dab02cc-a170-4f29-a5d2-356add56b239 · outbound

This paper cites RiskMiner: Discovering formulaic alphas via risk seeking Monte Carlo tree search,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective RiskMiner: Discovering formulaic alphas via risk seeking Monte Carlo tree search,

Reference 13

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Observation f9323ca0-5ac9-44d1-9794-ac11279616e4 · outbound

This paper cites AlphaSAGE: Structure-Aware Alpha Mining via GFlowNets for Robust Exploration.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective AlphaSAGE: Structure-Aware Alpha Mining via GFlowNets for Robust Exploration

Reference 14

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Observation 5f792520-b682-48e2-8d2f-e9c9940df0b7 · outbound

This paper cites Navigating the Alpha Jungle: An LLM- powered MCTS framework for formulaic alpha factor mining,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Navigating the Alpha Jungle: An LLM- powered MCTS framework for formulaic alpha factor mining,

Reference 15

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Observation 55018d47-582a-4b31-bec8-c04a5d393536 · outbound

This paper cites AlphaAgent: LLM-driven alpha mining with regularized exploration to counteract alpha decay,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective AlphaAgent: LLM-driven alpha mining with regularized exploration to counteract alpha decay,

Reference 16

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Observation 010b0aa6-b448-499b-85a2-89ff06235a8b · outbound

This paper cites FactorMiner: A self-evolving agent with skills and experience memory for financial alpha discovery,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective FactorMiner: A self-evolving agent with skills and experience memory for financial alpha discovery,

Reference 17

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Observation 8caa23e0-ec2d-474b-b897-84746893d6fe · outbound

This paper cites Distilling free-form natural laws from experimental data,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Distilling free-form natural laws from experimental data,

Reference 18

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Observation 527e3ff6-1450-4a4d-8930-b8e72ffceb25 · outbound

This paper cites Order of nonlin- earity as a complexity measure for models generated by symbolic re- gression via Pareto genetic programming,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Order of nonlin- earity as a complexity measure for models generated by symbolic re- gression via Pareto genetic programming,

Reference 19

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Observation 841b6b51-6b54-4592-8113-c5ad6e91319e · outbound

This paper cites AI Feynman: A physics-inspired method for symbolic regression,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective AI Feynman: A physics-inspired method for symbolic regression,

Reference 20

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Observation 98954ae3-ca56-4856-8c84-efaaffabb26f · outbound

This paper cites Contemporary symbolic regression methods and their relative performance,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Contemporary symbolic regression methods and their relative performance,

Reference 21

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Observation 8ca5ed04-1c17-43f2-b2a2-905ec6c8d76f · outbound

This paper cites an unresolved cited work.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Unresolved cited work

Reference 22

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Observation 89a0c52b-9619-4085-958b-31f42489f597 · outbound

This paper cites an unresolved cited work.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Unresolved cited work

Reference 23

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Observation 79e93f32-318a-41ca-badf-62dd6d40371b · outbound

This paper cites Predicting excess stock returns out of sample: Can anything beat the historical average?.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Predicting excess stock returns out of sample: Can anything beat the historical average?

Reference 24

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Observation 1a998249-3943-4de7-8422-396562cf8589 · outbound

This paper cites A comprehensive look at the empirical performance of equity premium prediction,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective A comprehensive look at the empirical performance of equity premium prediction,

Reference 25

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Observation bb8645b2-97e0-438f-880e-a385059b8237 · outbound

This paper cites Tracking extrema in dynamic environments,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Tracking extrema in dynamic environments,

Reference 26

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Observation ace58764-3840-4015-b118-ab076d6b1755 · outbound

This paper cites an unresolved cited work.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Unresolved cited work

Reference 27

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Observation 0558b654-c47d-4859-8771-62ff9aee3e2a · outbound

This paper cites Does academic research destroy stock return predictability?.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Does academic research destroy stock return predictability?

Reference 28

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Observation 4e27a72e-0eb3-497d-90be-3fda21c2c694 · outbound

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Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Unresolved cited work

Reference 29

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Observation 7707af16-5468-4c93-aa59-3c63f33a0131 · outbound

This paper cites Multiobjective evolutionary algorithms: A comparative case study and the strength Pareto approach,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Multiobjective evolutionary algorithms: A comparative case study and the strength Pareto approach,

Reference 30

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Observation 539b00ea-94a9-4c5a-a804-3a753456ef73 · outbound

This paper cites Approximating the nondominated front using the Pareto archived evolution strategy,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Approximating the nondominated front using the Pareto archived evolution strategy,

Reference 31

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Observation d2495c10-5617-4ba6-9004-c7bd3f09cc01 · outbound

This paper cites Surrogate-assisted evolutionary computation: Recent advances and future challenges,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Surrogate-assisted evolutionary computation: Recent advances and future challenges,

Reference 32

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Observation 8fd87457-fef8-4cac-bfdb-188cf8993567 · outbound

This paper cites A comparative analysis of selection schemes used in genetic algorithms,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective A comparative analysis of selection schemes used in genetic algorithms,

Reference 33

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Observation ccc4245a-24a5-4f8e-b72b-1b0d9cb6be25 · outbound

This paper cites Adaptive operator selection and management in evolution- ary algorithms,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Adaptive operator selection and management in evolution- ary algorithms,

Reference 34

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Observation a57393b3-1f1d-4eb2-89b2-4890e33eb846 · outbound

This paper cites The PRISMA 2020 statement: An updated guideline for reporting systematic reviews,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective The PRISMA 2020 statement: An updated guideline for reporting systematic reviews,

Reference 35

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Observation eab6daad-d4fc-48c9-ad00-3d720f54e394 · outbound

This paper cites Kitchenham and S.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Kitchenham and S

Reference 36

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Observation 3a4343a1-afcd-4fcc-bff5-2048f8aaddc0 · outbound

This paper cites Improving reproducibility in machine learning re- search: A report from the NeurIPS 2019 reproducibility program,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Improving reproducibility in machine learning re- search: A report from the NeurIPS 2019 reproducibility program,

Reference 37

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No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-04T20:52:57.805629Z digest=sha256:c3342625d1d8d38e082f4ad468fd3eb58b9d78d14ad8424baa70279f5bee699c

Observation c8fb9ee0-c8be-469b-aa59-000b505e2b99 · outbound

This paper cites Best practices for scientific computing,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Best practices for scientific computing,

Reference 38

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verified fuzzy
raw_fallback, observed 2026-08-04T20:52:59.397021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-04T20:52:57.809861Z digest=sha256:c78a9166f5bb8fe80f577888385e000884ae72145d9b74e245b2a73c28bb2809

Observation 212f9f79-a694-480d-9936-6b84dfe8b3eb · outbound

This paper cites Reproducible research in computational science,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Reproducible research in computational science,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T20:52:59.381547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-04T20:52:57.813990Z digest=sha256:0eb6f1f914560744679ce40bf8b422b26899318333136b98ee791a4d1b2cf9b0

Observation a3dc9541-4049-457d-b38f-1df7a6345c84 · outbound

This paper cites Qlib: An AI-oriented Quantitative Investment Platform.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Qlib: An AI-oriented Quantitative Investment Platform

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-04T20:52:57.818225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:52:57.818225Z digest=sha256:c0729eb074aec9f186849a8b106ccf14f300ffee385b3d950436eaf939232f81

Observation c41a650b-35a9-44c8-8bbe-9c4075144122 · outbound

This paper cites A multi-factor stock selection system based on short-term price-volume characteristics.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective A multi-factor stock selection system based on short-term price-volume characteristics

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T20:52:59.365539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-04T20:52:57.822798Z digest=sha256:a6b161e9750fe102206deb76149eb854a65782e9a54f924317f81f86141b1119

Observation e6ac9f25-fc30-425b-8acf-c983e1e03ac1 · outbound

This paper cites an unresolved cited work.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-04T20:52:59.350282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-04T20:52:57.826656Z digest=sha256:84f3613e8f9f813cdb934f142e2d1af007439502f30731e1e3e02937e9a2c558

Observation 0aaab720-6115-4588-8d73-c566c146e840 · outbound

This paper cites an unresolved cited work.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-04T20:52:59.335532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-04T20:52:57.830681Z digest=sha256:82afbdd94086caabaaa43b7314b50663a24ed352962f8e05d5c97916ac898676

Observation 41861034-098f-4abd-9420-6cc42b6aa121 · outbound

This paper cites $\text{Alpha}^2$: Discovering Logical Formulaic Alphas using Deep Reinforcement Learning.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective $\text{Alpha}^2$: Discovering Logical Formulaic Alphas using Deep Reinforcement Learning

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-04T20:52:57.835482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:52:57.835482Z digest=sha256:5722c0d4be82e5fb08fbb5a7aa4841fac55219b6f08097e4d5833da62a485e93

Observation 4dc5ff64-87eb-4c7b-b334-866605538be5 · outbound

This paper cites AlphaQCM: Alpha discovery in finance with distributional reinforcement learning,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective AlphaQCM: Alpha discovery in finance with distributional reinforcement learning,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T20:52:59.319917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-04T20:52:57.840040Z digest=sha256:43d9c95a80bb29d77c757d7340839caf2b2f61caa3d1caf9d3e2ff96a78d5810

Observation 2b737734-2f73-4ff1-9ad9-eca9a6b0da65 · outbound

This paper cites AlphaForge: A framework to mine and dynamically combine formulaic alpha factors,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective AlphaForge: A framework to mine and dynamically combine formulaic alpha factors,

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-04T20:52:57.844050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:52:57.844050Z digest=sha256:c0540955bd0a8e9f62487758c0d840f189d542e4f3e8a2f0357d9c5d1d632600

Observation 5f9740c4-3374-441a-a81a-7c9ae15bac92 · outbound

This paper cites AlphaPROBE: Alpha mining via principled retrieval and on-graph biased evolution,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective AlphaPROBE: Alpha mining via principled retrieval and on-graph biased evolution,

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-04T20:52:57.849200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:52:57.849200Z digest=sha256:bcd3be4680130adaf7f9a22d8a3529744c8d7e9697134f27f32f5a0a3d18bcfb

Observation 627d50eb-9995-48ef-afc9-46cd69a38ea9 · outbound

This paper cites Quality diversity: A new frontier for evolutionary computation,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Quality diversity: A new frontier for evolutionary computation,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T20:52:59.302524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-04T20:52:57.853638Z digest=sha256:7a79296dbcd19cf121f89e5330b886f1c62d94889844efb1f8e26884b2d41407

Observation 0735871f-37e2-4a96-a51d-8e0d72907808 · outbound

This paper cites Alpha dis- covery via grammar-guided learning and search,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Alpha dis- covery via grammar-guided learning and search,

Reference 49

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unresolved
no resolver link, observed 2026-08-04T20:52:57.858264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:52:57.858264Z digest=sha256:75ec8f2c7c9111babd1cc3f7f6b5bc8940ceea582a2248b891363f9779f1c127

Observation d3f40d61-94b1-452a-873b-f9f5bc27f16d · outbound

This paper cites Alpha- GPT: Human-AI interactive alpha mining for quantitative investment,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Alpha- GPT: Human-AI interactive alpha mining for quantitative investment,

Reference 50

Resolution
verified exact
doi, observed 2026-08-04T20:52:58.174016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-04T20:52:57.862720Z digest=sha256:500fa548841480fe0d1118fa011689e76723eeee2fcece8456119be35c558b31

Observation 2313d5db-0772-4841-9242-ede81743fa81 · outbound

This paper cites Can large language models mine interpretable financial factors more effectively? A neural-symbolic factor mining agent model,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Can large language models mine interpretable financial factors more effectively? A neural-symbolic factor mining agent model,

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-04T20:52:57.867080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:52:57.867080Z digest=sha256:8b7de80a5538e868cc3831a85a6e605e45fa2188f6bafab13a840b7f8411dcca

Observation 194545c3-fafd-44b7-93a0-c292c06b9b68 · outbound

This paper cites R&D- Agent-Quant: A multi-agent framework for data-centric factors and model joint optimization,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective R&D- Agent-Quant: A multi-agent framework for data-centric factors and model joint optimization,

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-04T20:52:57.871953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:52:57.871953Z digest=sha256:f7b218f85903c82216529193044e5864bc94a2e23d6339ee6635223a923e6048

Observation a75f6ec0-3312-45a6-8397-ec5e75bab7a9 · outbound

This paper cites From Feedback Loops to Policy Updates: Reinforcement Fine-Tuning for LLM-Based Alpha Factor Discovery.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective From Feedback Loops to Policy Updates: Reinforcement Fine-Tuning for LLM-Based Alpha Factor Discovery

Reference 53

Resolution
verified exact
local_arxiv, observed 2026-08-04T20:52:58.385612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-04T20:52:57.876245Z digest=sha256:8f4671466e881fb8e8f508fe280540c8286857cb0946eb8815523ee153b3196d

Observation 8926d000-63ca-462d-9dbc-f1557b873feb · outbound

This paper cites and the cross-section of expected returns,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective and the cross-section of expected returns,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T20:52:59.287179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-04T20:52:57.881105Z digest=sha256:a49d883f4995d3af4b16a2b2339ec3847d171ad6cb6745813ada9f059eb0d07a

Observation be4cf847-34da-4eb5-8843-f10a5976c035 · outbound

This paper cites Human-level control through deep reinforcement learning,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Human-level control through deep reinforcement learning,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T20:52:59.271093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-04T20:52:57.885301Z digest=sha256:02f6a890c29ed0c4260b2759e6bc5c646a691c43676b641364c0b113c5ec7a5d

Observation be87661e-e9fb-468c-864c-e33af61a18e6 · outbound

This paper cites A distributional per- spective on reinforcement learning,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective A distributional per- spective on reinforcement learning,

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T20:52:59.253931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-04T20:52:57.889594Z digest=sha256:9ebf27fe1acb4fe02d53c0d2e0531b608c39a40a59e3eee5df2601b47a4d5294

Observation 1d543193-476b-4a46-8109-77923cd038f1 · outbound

This paper cites Implicit quantile networks for distributional reinforcement learning,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Implicit quantile networks for distributional reinforcement learning,

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T20:52:59.237803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-04T20:52:57.893759Z digest=sha256:303991e457671c62d2cd6517deb19b6d8a6b74c4d3bb3647add37f84d201f32c

Observation 7f992bc8-bab4-47d5-b337-746ea63305e3 · outbound

This paper cites Abandoning objectives: Evolution through the search for novelty alone,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Abandoning objectives: Evolution through the search for novelty alone,

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T20:52:59.222174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-04T20:52:57.898102Z digest=sha256:97ac538791b2bf5cf594d70db005071e41a13db37076c910e6801aa7232b95d7

Observation 239912c7-9d35-475a-9054-3aeb26be7069 · outbound

This paper cites Uncertain quality-diversity: Evaluation methodology and new methods for quality-diversity in uncertain do- mains,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Uncertain quality-diversity: Evaluation methodology and new methods for quality-diversity in uncertain do- mains,

Reference 59

Resolution
metadata mismatch
arxiv_id, observed 2026-08-04T20:52:58.362786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-04T20:52:57.902262Z digest=sha256:b63b4e30db8d13b2cc483191b30ff3d0650072d1129ff1cb26188807923ea427

Observation f85e708a-d8b7-486a-9a4b-e4f09af6d665 · outbound

This paper cites Mastering the game of Go with deep neural networks and tree search,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Mastering the game of Go with deep neural networks and tree search,

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T20:52:59.205163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-04T20:52:57.906694Z digest=sha256:2df148b512cc39ec17954d7eae9b71b5c694ae5e31d6528cbe7ecada146d1ca2

Observation b559d50e-7c56-44d7-a4b7-4e94fb3d928a · outbound

This paper cites Efficient selectivity and backup operators in Monte-Carlo tree search,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Efficient selectivity and backup operators in Monte-Carlo tree search,

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-04T20:52:57.910845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:52:57.910845Z digest=sha256:67f15e146800fad638c71e49b8d08fb924ef7caf43cfa06b0ef009140dc7acab

Observation 89fa5c7c-9cbc-4b83-a6fb-97a2903c098b · outbound

This paper cites Language models are few-shot learners,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Language models are few-shot learners,

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T20:52:59.188444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-04T20:52:57.914953Z digest=sha256:58511e76039d8b4cd61a2c491e461cdf0b564ad21afee645b2ab0106cb79f79d

Observation 9c2887c4-90e2-449f-b451-526c69668710 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Chain-of-thought prompting elicits reasoning in large language models,

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T20:52:59.173601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-04T20:52:57.918949Z digest=sha256:5fe5d0d036466d54333dd6f01d2cbd01e16045b0053c41ccb0f8051df10606cc

Observation 5c69e7f9-aba6-4ae6-ab9f-17cdd21b711a · outbound

This paper cites ReAct: Synergizing reasoning and acting in language models,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective ReAct: Synergizing reasoning and acting in language models,

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T20:52:59.158002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-04T20:52:57.923017Z digest=sha256:3a115ead0d6e4eb23d3e15e0cd91197ddc16125f96f2c51950db9cb4b24b9d58

Observation c4928b27-e0a6-46ef-912e-2a55e240e6a2 · outbound

This paper cites Toolformer: Language models can teach themselves to use tools,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Toolformer: Language models can teach themselves to use tools,

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T20:52:59.142300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-04T20:52:57.926969Z digest=sha256:82981a626ef60da664247f9cbef301305bd3a9aba262c97df10b1c2ad0682bb9

Observation fb3385d4-0f73-4133-950e-cabf98cc2a16 · outbound

This paper cites Tree of thoughts: Deliberate problem solving with large language models,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Tree of thoughts: Deliberate problem solving with large language models,

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T20:52:59.125988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-04T20:52:57.930938Z digest=sha256:97c7beb55bb43dda283458312b0e0fc68ebf7029e9a1515fc6292942a8393944

Observation e07454c4-65db-49da-a692-56a1f7d999b9 · outbound

This paper cites AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-04T20:52:57.935124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:52:57.935124Z digest=sha256:4ad922221f75150fc8531118da8dd10228f449fba00cacb4383df4de4f17b1f5

Observation 9df59b6e-d28a-4104-844d-1189466399d8 · outbound

This paper cites Emergent autonomous scientific research capabilities of large language models.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Emergent autonomous scientific research capabilities of large language models

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-04T20:52:57.939950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:52:57.939950Z digest=sha256:46a9a699562c26b511befc1cfc071b198f92e4729f21f4f05207e9826bc18828

Observation c1ef2f10-a6a2-4a9b-8d90-4a3610f99447 · outbound

This paper cites Large language models for scientific discovery in molecular property prediction,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Large language models for scientific discovery in molecular property prediction,

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-04T20:52:57.944405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:52:57.944405Z digest=sha256:dcf1dee19322e784cac215b216c6943516d11b58e0d12d03565ede65387aaba3

Observation fc015ced-d843-4963-ad22-4e3a328f869e · outbound

This paper cites Efficient global optimiza- tion of expensive black-box functions,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Efficient global optimiza- tion of expensive black-box functions,

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-04T20:52:57.948669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:52:57.948669Z digest=sha256:abf9e2f6226d45b99fb12adcd4151ffeaeb3979c009ae49478c64081d6638d5b

Observation ccf80722-c729-4882-b483-b05becd0e2f6 · outbound

This paper cites Forrester, A.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Forrester, A

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T20:52:59.098066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-04T20:52:57.952835Z digest=sha256:134deea8a35b9744ecc121dd2a6ada5799e6da7903906063625513198d4671e0

Observation 45395dd6-8f77-4565-b3c5-43acdf84488e · outbound

This paper cites Lopez de Prado,Advances in Financial Machine Learning.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Lopez de Prado,Advances in Financial Machine Learning

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T20:52:59.081197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-04T20:52:57.957262Z digest=sha256:9e38b872c23e4e8beee0a6b557e2254fc2b055307c3e4259b20fec9db0ef7347

Observation 37cc8742-5ea0-4816-86dd-32e247b33b11 · outbound

This paper cites A reality check for data snooping,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective A reality check for data snooping,

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-04T20:52:57.962587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:52:57.962587Z digest=sha256:1dabb7b1fe6e8a326e5ced8a22ae13f9a66f45f932b1fc0a98281e20544bf87a

Observation aa44237d-a81c-41e3-b4fb-9ec66b6da173 · outbound

This paper cites The deflated Sharpe ratio: Correcting for selection bias, backtest overfitting and non-normality,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective The deflated Sharpe ratio: Correcting for selection bias, backtest overfitting and non-normality,

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T20:52:59.050333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-04T20:52:57.967019Z digest=sha256:3580ecb9ae2ef0a4d58f32c64db58b61991d7b6a42927fb401566ea1322d79a5

Observation 10840cab-afbc-4441-8661-07c9dcaf0675 · outbound

This paper cites The probability of backtest overfitting,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective The probability of backtest overfitting,

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T20:52:59.034431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-04T20:52:57.971642Z digest=sha256:85e7f287587cd2c8b4b1427dbe91abf56756f370040a68f3185e482eacfebe7c

Observation 4eaffda9-5775-4fa7-8d3b-85e998a12a16 · outbound

This paper cites A five-factor asset pricing model,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective A five-factor asset pricing model,

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T20:52:59.018960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-04T20:52:57.976404Z digest=sha256:9b9bf7a9a4a01dcd317f5f4a7ce851a738d79d0fff1314b40bdb6a95cb4cc8b6

Observation c6d2230a-8153-4366-9a17-825fd62dac16 · outbound

This paper cites an unresolved cited work.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Unresolved cited work

Reference 77

Resolution
unresolved
raw_fallback, observed 2026-08-04T20:52:59.002551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-04T20:52:57.980726Z digest=sha256:c9ec23f5b6a6579a17fcaac527605420b5fc9d0df15ecc5a006d466ed4cc63e6

Observation bd81cb02-6450-4e79-a084-3bfce160d64b · outbound

This paper cites Optimal execution of portfolio transac- tions,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Optimal execution of portfolio transac- tions,

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T20:52:58.987123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-04T20:52:57.985869Z digest=sha256:8e8b7f7efb83b4e95f3d2c3a96c0812aa029579583ddddcd0fad09d20fa38bb7

Observation a1b01ab2-1ed8-4044-804a-4775ad5a84c0 · outbound

This paper cites Trading costs of asset pricing anomalies,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Trading costs of asset pricing anomalies,

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T20:52:58.971412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-04T20:52:57.990431Z digest=sha256:f23312678d1aecf1f7538cc345446d7164726bcfb7f4cfb1319b84d60abe0d20

Observation d2133e9b-f6eb-48b8-bc24-7c3bfecd855b · outbound

This paper cites Evolutionary principles in self-referential learning,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Evolutionary principles in self-referential learning,

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T20:52:58.955642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-04T20:52:57.994615Z digest=sha256:a3254c93e7f08472524e80d7a5d823ffa4dc3aedf4c038b7fa4985ca1f0adfa7

Observation d7115cf3-dbef-403a-a95e-6361829ec033 · outbound

This paper cites Reflexion: Language agents with verbal reinforcement learning,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Reflexion: Language agents with verbal reinforcement learning,

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T20:52:58.941404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-04T20:52:57.998980Z digest=sha256:94d61a1e50f06bd27c57ab2b97e576541e3f1018be34518a1ca4eb21bcaedd55

Observation 5e3c0485-5f8d-40bf-933b-da514ed2280d · outbound

This paper cites Self-Refine: Iterative refinement with self-feedback,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Self-Refine: Iterative refinement with self-feedback,

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T20:52:58.926072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-04T20:52:58.003319Z digest=sha256:b7919d1e02320723b0022a3487b8b7a5d212a9a191b1318729152a73de51c949

Observation b061a9ff-bf46-481e-b7ec-8e14bc14391b · outbound

This paper cites Branke,Evolutionary Optimization in Dynamic Environments.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Branke,Evolutionary Optimization in Dynamic Environments

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T20:52:58.909835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-04T20:52:58.007622Z digest=sha256:6855f66cb61b2ad27d9014aea308ebba23d4235ae5ff3ec06d71a844091c7c21

Observation fa0c8199-e161-43a9-b6f0-5944a4b4d9b3 · outbound

This paper cites Evolutionary optimization in uncertain environments—a survey,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Evolutionary optimization in uncertain environments—a survey,

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T20:52:58.893954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-04T20:52:58.011933Z digest=sha256:314bc299aca9dc05a6444fc4d9679897eb5083f17abc8aa41ca67aba7d0e47d5

Observation 39d49cfa-de81-435c-ac3c-b1605e94b1ac · outbound

This paper cites Dynamic multiobjective optimiza- tion problems: Test cases, approximations, and applications,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Dynamic multiobjective optimiza- tion problems: Test cases, approximations, and applications,

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T20:52:58.877873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-04T20:52:58.016307Z digest=sha256:50c3ee0f6e6961428f2274e78faab828d22ed876164f4a7502d66a86024cc62b

Observation cecbc7d7-44b2-4a3b-8d69-0a3bb3b459c2 · outbound

This paper cites Statistical arbitrage in the U.S. equities market,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Statistical arbitrage in the U.S. equities market,

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T20:52:58.862546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-04T20:52:58.020739Z digest=sha256:4c37e71f1091dfb10c133749b9e4d082238299eb61c1fb65b1aa69c9ea0a850d

Observation 3a6fc28a-dac8-49e3-9b88-2b6b3ec60b80 · outbound

This paper cites Enhancing reproducibility for computational meth- ods,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Enhancing reproducibility for computational meth- ods,

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T20:52:58.847448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-04T20:52:58.025041Z digest=sha256:25feaf779069a9f51f4757b74335b07fa19bfa67689926eea2d6dbd9cfe40906

Observation 7f8a3e1b-9a4f-4833-8bed-6e72f0c59445 · outbound

This paper cites Do ImageNet classifiers generalize to ImageNet?.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Do ImageNet classifiers generalize to ImageNet?

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T20:52:58.832106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-04T20:52:58.029278Z digest=sha256:c46b8cbeefd33b8c12ae7d78b18d4c8a17acdf5064e95fb78fb3e90ceb2a8147

Observation 33ffe750-e72e-4427-af02-6428198aab27 · outbound

This paper cites Measuring the reliability of reinforcement learning algorithms,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Measuring the reliability of reinforcement learning algorithms,

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T20:52:58.818284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-04T20:52:58.033924Z digest=sha256:3e2a401244e19083eb7ef56583d4a4dd813977af14874bc2754730d6998e4460

Observation 5cc4a8d0-a8bc-41d0-8430-cae3ed0738d4 · outbound

This paper cites Deep reinforcement learning at the edge of the statistical precipice,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Deep reinforcement learning at the edge of the statistical precipice,

Reference 90

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T20:52:58.803937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-04T20:52:58.038481Z digest=sha256:36e9898dc2cfa6bbed42bcbaa3bd7ef272ab69606c048a7067988d8a323e07a6

Observation 2a8fbdb3-f494-4137-93ff-667dc27f82a3 · outbound

This paper cites Recent advances in surrogate-based optimization,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Recent advances in surrogate-based optimization,

Reference 91

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T20:52:58.788426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-04T20:52:58.042629Z digest=sha256:21d95bcab7c323156ad0bb539dad57ecb180f5f0f8c89cb3e32c2116341ffbe8

Observation 5eebc37d-c7db-45a6-ac75-51cfc628ce11 · outbound

This paper cites Sequential model-based optimization for general algorithm configuration,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Sequential model-based optimization for general algorithm configuration,

Reference 92

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T20:52:58.772905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-04T20:52:58.047427Z digest=sha256:aa08b640e23114645be88eaa2c49b29ec8c1347e7f2f5f85240689e245dde566

Observation 08880f98-8c90-4711-8f2f-a042208c13a8 · outbound

This paper cites Evolution strategies—a comprehen- sive introduction,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Evolution strategies—a comprehen- sive introduction,

Reference 93

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T20:52:58.756340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-04T20:52:58.052112Z digest=sha256:440a5050ca0ee6c8ceb2e118a5878ef5fd10340c0ea6d77c5ca46645a9dddb27

Observation 5a918ea8-2403-4cf5-884b-7c3928faf22d · outbound

This paper cites Robust performance hypothesis testing with the Sharpe ratio,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Robust performance hypothesis testing with the Sharpe ratio,

Reference 94

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T20:52:58.739298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-04T20:52:58.056974Z digest=sha256:529a9a1ac353baccbf8ee04fe3646a594903a538cf66e206e7e26f074bc8eee6

Observation 9665e9c9-c789-4ef0-81de-9f13a5723cfa · outbound

This paper cites AlphaLogics: A market logic-driven multi-agent system for scalable and interpretable alpha factor generation,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective AlphaLogics: A market logic-driven multi-agent system for scalable and interpretable alpha factor generation,

Reference 95

Resolution
verified exact
arxiv_id, observed 2026-08-04T20:52:58.303808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-04T20:52:58.061491Z digest=sha256:66f2013d6d71c187e61d47e8535295c9e2cb1dcf8ff0a24f45791057d41c0e2c

Observation c37e01eb-d2f6-425a-885e-b199cdd61cc9 · outbound

This paper cites An evolutionary many-objective optimization algorithm using reference-point-based nondominated sorting approach, Part I: Solving problems with box constraints,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective An evolutionary many-objective optimization algorithm using reference-point-based nondominated sorting approach, Part I: Solving problems with box constraints,

Reference 96

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T20:52:58.724270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-04T20:52:58.066159Z digest=sha256:a5f9e6e7f832cff56ec4aeaacf4895322bbb18b8794d0d8a0ff8107e0834d88d

Observation 758d52c2-842b-4527-aaa7-5e52765b5507 · outbound

This paper cites A tutorial on multiobjective optimiza- tion: Fundamentals and evolutionary methods,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective A tutorial on multiobjective optimiza- tion: Fundamentals and evolutionary methods,

Reference 97

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T20:52:58.708669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-04T20:52:58.070403Z digest=sha256:c8b8fe1c1b87ffa326dfb1b5c25afdbec39050e8a72f3091a326b50c85804d2d

Observation df0c2459-35d5-4d52-958b-f84de79b3706 · outbound

This paper cites A fast and elitist multiobjective genetic algorithm: NSGA-II,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective A fast and elitist multiobjective genetic algorithm: NSGA-II,

Reference 98

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T20:52:58.692898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-04T20:52:58.074810Z digest=sha256:78b1ac0e9901f39bbb372bd6363f8455112dd47dfdf4861ca270b35e3142d36c

Observation 7e0eb661-2a99-49e9-ac7f-f1a70fe60d7b · outbound

This paper cites MOEA/D: A multiobjective evolutionary algo- rithm based on decomposition,.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective MOEA/D: A multiobjective evolutionary algo- rithm based on decomposition,

Reference 99

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T20:52:58.677353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-04T20:52:58.079018Z digest=sha256:663ff886f86550d9892ffd85907cbd970f9b94bfcfe5e1129ce5ea293b819115

Observation 3bb280f3-c874-471b-a1ec-d2bbf6b6c7a5 · outbound

This paper cites Illuminating search spaces by mapping elites.

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective Illuminating search spaces by mapping elites

Reference 100

Resolution
unresolved
no resolver link, observed 2026-08-04T20:52:58.083307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T20:52:58.083307Z digest=sha256:e4b3701306db0299ea6ec7d6b8c5c22afcc53298ee2c3421a5c31eedaea16d44

Pith citing papers

Observation 644d1471-d813-4323-9535-260af9191680 · inbound

AQuA: Recursively Self-Improving Quantitative Trading Research Agents cites this paper.

AQuA: Recursively Self-Improving Quantitative Trading Research Agents Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective

Reference 55

Resolution
verified exact
local_arxiv, observed 2026-08-15T22:14:12.708626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-15T22:14:12.659861Z digest=sha256:31e606d92611d5def4885988e88cfae68aba03fb770e7757758b5b154202b140