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Paper Citation Record · LEDGER

Towards Autonomous Formulaic Alpha Discovery: An Evolutionary Computation Perspective

As of 9 August 2026, this Paper Citation Record lists 100 of 103 outbound references and 0 inbound Pith citation observations 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 100 of 100 standing notices

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Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

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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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

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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

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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

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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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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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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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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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T20:52:57.809861Z digest=sha256:ae5cdd0aa6df558e80b5a2bd09cc30c1a28fb0489178ceae45ba38d27ecb4201

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

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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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T20:52:57.813990Z digest=sha256:a711864563fa627fe1a3d14e80321fb076da64adbe87dd43ed11004e799c1372

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=sha256:43f4e1d1a136086bf9c62c3bee41f9b82ff2286b265e0375e5f5deb2aa38a934

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

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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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T20:52:57.822798Z digest=sha256:2c6634b0ce5140792f651dd5c4580e25a4ba838135ebb47958b56f74e40212c8

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T20:52:57.826656Z digest=sha256:77f02f6d70921f71cfb4f3bb45ad968ae19ff3465e6e8a6ba6d8b4b56d5b6278

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T20:52:57.830681Z digest=sha256:e9ecb199660060008b7069ae9436bb4775d5aeee6a9e50dc70a6584077496354

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=sha256:8008dc2f56d1aa2637195001587f5d333960689aceffe6c2ec4b01a6aef698a9

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T20:52:57.840040Z digest=sha256:27c5955a7eb63075484978420e0ce5ccfeae47516da84e5db6480ea3043c21e6

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=sha256:786a4ff74f0320cf61156a812b8b611b7557a4a3f8a0875c05cf6969a3cf12a9

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:d9f51ab56d5fbfddaaa602b3901c3301ff4e06ab0c4a9cd457a8cc5a023de5c3

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T20:52:57.853638Z digest=sha256:4b05717ff278f792b5dc676f4ac07be22cac92b1a09a39ea93c256db5ebc0544

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

Resolution
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=sha256:4240e0210e67d1f0705624e634e25d4dd4c1a0b476c8d6b75abd79905b4241f9

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T20:52:57.862720Z digest=sha256:82ab3728c4fd8a24aea8a4c1f508de7b2cd88151d5dd7e8beebab312ec42f497

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:ef0b93c3ac81f53297e7853ae1d3d1925bc393197966f33b1d4277521c7e5cf0

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=sha256:3f28d7adf706f9d9922b48dd62e00f881133291d4114cb23f49d823d1c881beb

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T20:52:57.876245Z digest=sha256:d4dd5ecd5350880a150f936d5026ceac14a0bc1af45ab29aa3096b22d19d29dc

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T20:52:57.881105Z digest=sha256:9286ef34196068a2ee40a373350a769a597d410790399e1af2b83abc558ae353

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T20:52:57.885301Z digest=sha256:856cd147e291f9006f4fad6fd53b9f1900af2db67ade93fe73b684162ec92edc

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T20:52:57.889594Z digest=sha256:386ab317cef88e9ecdc6b3f65e96e68e38d50f82937e7030723d2ad9dec57188

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T20:52:57.893759Z digest=sha256:730ca9af30c2dfd04e96c50709c529b9e67adbb54565f7e80c4af8dcc487220b

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T20:52:57.898102Z digest=sha256:37c166355acf15de190652ba991a18ab8a2e49f77655a489d25509b6a81d39b7

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T20:52:57.902262Z digest=sha256:a2e35ac5067b2cc54a5bbfc489614cab60bb4af047241b56fcbf9d5627b522ea

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T20:52:57.906694Z digest=sha256:7b71617ea5a5e83d0116d7e95f99d1d3935c250749d6b9ee8ab65e177b8d3b15

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=sha256:627d95d78b110a61927a002ff446e3ce1923fb1714f9a3c78b1783bf581e1d83

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T20:52:57.914953Z digest=sha256:a180cd7898e16fe6b3caee08340f50db97942a8100a5b01b51ec7764a4c6921a

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T20:52:57.918949Z digest=sha256:e8c5d737777b92ef893cb6ab1b4e720d6d6343d0fa983959b5b48076084a38d0

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T20:52:57.923017Z digest=sha256:ed1bab84e15744ca779b4345eb436fe78c3d66449a14e2e96f1085b7db75b5b2

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T20:52:57.926969Z digest=sha256:c4f46b02ccf0fe91a1fbceb7df15dc41246b08040aa8402ddf86ba32d75c413b

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T20:52:57.930938Z digest=sha256:c30d82ec7734e8fa99c2440652e3d375b2a2995b26f3b6ab411aa3f752f6be73

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

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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:fc71a176f8712055e8c1cb73c0db85cd13368f761e58839342c6999edc21ccb3

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
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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:c6e62b57ee587812ddac36ea79dc19ae23b0abae47f17cce5ace1df39fcdab71

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=sha256:8a174d84f16d421d7bb5c1b553b3778c133991a5fc248731e4939c9ed7f0c222

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=sha256:33d99d3ab92d6a95cabb798329451c251b7f3cf04c670efaa1370f36dc7701ea

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T20:52:57.952835Z digest=sha256:ae1c37951eaa9f9cd4b29228da2a7830d69072d599930f8d706ac5cfb8218d59

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T20:52:57.957262Z digest=sha256:eca37558bdb3248a4c3b7fc80f4e93c393694a21993f9d2411def799ad0c0ce3

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=sha256:29ab9b0e1db578d3b8391c07f31f6b475ee107705f73fa98eead107338954e41

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 2026-08-09T06:31:02.800959+00:00.

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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 2026-08-09T06:31:02.800959+00:00.

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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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T20:52:57.976404Z digest=sha256:5f131d910044f267dac1857587aea4d6e69c3dae86c3472e6a919acc3bf94ff3

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T20:52:57.980726Z digest=sha256:214cbe9e9c6a3e47debbd65f52c626b5d98a876d8e14686b07cf3b827a2a1087

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T20:52:57.985869Z digest=sha256:321e6d218c2653311177c5b18a282eec35605f04d0ee7c0cd5cce7c0d0a4c145

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T20:52:57.990431Z digest=sha256:61a2f746fda10ceb585957035e4e4e2d004a4f36469108ff342e52b1e42b08f1

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T20:52:57.994615Z digest=sha256:13314313bcd7b1bbb4cec3ed61a9cae478eb5bbdc95812df320f788345eb81a8

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T20:52:57.998980Z digest=sha256:eacdc4fad288d588f86a0df5ae8b831f43a4813e1f432c99f5a6ee95d3edc407

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T20:52:58.003319Z digest=sha256:0515fe7a2462949ca9a18bc628f682fda53f05732bacfe5cf7acdab766680699

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T20:52:58.007622Z digest=sha256:080a7cce02487897efa6e0e29ac687c071da19f97c5703ab3ae75649eee13028

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T20:52:58.011933Z digest=sha256:60192273182426ae715a375891e7c7950732c81ca46d294fd61665eb3cc97b65

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T20:52:58.016307Z digest=sha256:927290c42747dd98f8f9305627eb51085ba874df83f04840815628d0410df609

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T20:52:58.020739Z digest=sha256:d7c97696c85afafffb018bbb5b81ed4ba0386e5963f258f689cf1f3bbb9d8175

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T20:52:58.025041Z digest=sha256:ef48078923752cb05be5313cc5540dd445a0686edca49827d50672212680b5d9

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T20:52:58.029278Z digest=sha256:12805ea14ffe62eff67d992fe0ef96564c9151c4336fb888729c27676cf513cf

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T20:52:58.033924Z digest=sha256:86949ba48030c296f3c75b6ea72f8934a8c2259915c56541ff29ff5ae2b8a2ba

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T20:52:58.038481Z digest=sha256:80969960d349cfaca1600b447055526c45bb3442af25a86903af188e5ef49811

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T20:52:58.042629Z digest=sha256:3cb1a99daee4c0cf9c902d56bcce3fc4f7417490843c712138fd0f42296f75da

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T20:52:58.047427Z digest=sha256:663a985d65e00f72023ed0ee89a1691b954c1683ec7a0b1360e7a803ff376fbd

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T20:52:58.052112Z digest=sha256:ca4cb6c7b819911623eae2c48eae89097319fd891454aa7c3cdf350b818354b7

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T20:52:58.056974Z digest=sha256:25eb969fad51163efbf04c7acba0a2991860bc8b7ac83b9b0296d7a85bc59346

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T20:52:58.061491Z digest=sha256:66b1da72508221d169b4373614c58e79aafd3423ca8cc010a028884678e5e6f8

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T20:52:58.066159Z digest=sha256:7edc89d6a2e3e3b54e2454cc37aeebcb548c470ee99373b6a2b06d8d00e1c3c4

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T20:52:58.070403Z digest=sha256:1db23eb8cdc825b82cf7bc753cb5c697a20ecaa539c49f9a67b57ce0a244cd01

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T20:52:58.074810Z digest=sha256:38fc9f07aaa4a514c10f9ef823e053b2c7d1974acfc12f8885a1bc42ca37cea4

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-04T20:52:58.079018Z digest=sha256:0a8506f775cfd1e47ba5decd20a3309707a4accb5cab847c4a65c4de2e8b0734

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:bda88c4dffbb1be0cd4045911d163356009f544cfa21de40b177034dea8d2f51

Pith citing papers

No inbound Pith citation observations are available.