Paper Citation Record · LEDGER

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design

As of 14 August 2026, this Paper Citation Record lists 100 of 116 outbound references and 22 inbound Pith citation observations for arXiv:2501.08603.

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

pith.paper-citation-record.v1
2501.08603 v3

Coverage vector

measured 100 of 116 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T20:26:29.486497Z

measured 122 of 122 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 22 of 22 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T11:15:06.846550Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T15:39:56.699149Z

Reference resolution

100 of 116 outbound references displayed

verified exact0
verified fuzzy28
unresolved72
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d2031d8e-96db-42af-9913-7378176a56c4 · outbound

This paper cites LLMs can Schedule.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design LLMs can Schedule

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:29.015898Z

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Observation 642d8893-f143-42c7-9bdd-13866285f67e · outbound

This paper cites Moea/d-gls: a multiobjective memetic algorithm using decomposition and guided local search.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Moea/d-gls: a multiobjective memetic algorithm using decomposition and guided local search

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:29.021282Z

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Observation 7e4a748a-2a63-436e-a1aa-7bb29c8ba0f2 · outbound

This paper cites an unresolved cited work.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:29.026452Z

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Observation e527ec01-1ca0-4c0e-af67-3f354f48baac · outbound

This paper cites and S \"o rensen, K.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design and S \"o rensen, K

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:29.030615Z

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Observation 75d22c0a-3643-416d-8dbf-02623c75be84 · outbound

This paper cites Efficiently solving very large-scale routing problems.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Efficiently solving very large-scale routing problems

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:29.034923Z

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Observation 92a99eea-a43f-4d11-8886-bb95503f42ed · outbound

This paper cites O., Okeyinka, A.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design O., Okeyinka, A

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:29.039192Z

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Observation d838426a-9c77-4fe5-87f5-777c758b49c3 · outbound

This paper cites Complexity and approximation: Combinatorial optimization problems and their approximability properties.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Complexity and approximation: Combinatorial optimization problems and their approximability properties

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:29.044763Z

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Observation 0cf1044e-3a11-4a5c-8644-fddbe2cd5c9f · outbound

This paper cites B., and Michalewicz, Z.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design B., and Michalewicz, Z

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:29.049287Z

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Observation a8060a68-d9b8-4a11-82e1-e4eaf9a77836 · outbound

This paper cites Neural Combinatorial Optimization with Reinforcement Learning.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Neural Combinatorial Optimization with Reinforcement Learning

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:29.066347Z

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Observation 6abc7bb5-2978-4809-8171-3d7094246db9 · outbound

This paper cites G., Hottung, A., Wouda, N., Lan, L., Park, J., Tierney, K., and Park, J.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design G., Hottung, A., Wouda, N., Lan, L., Park, J., Tierney, K., and Park, J

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:29.073357Z

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Observation 42cbf9e0-0219-45cb-ab7b-ca5046fb98aa · outbound

This paper cites The traveling salesman problem a guided tour of combinatorial optimization, 1986.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design The traveling salesman problem a guided tour of combinatorial optimization, 1986

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:29.078398Z

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Observation 2953a510-3055-4887-a387-f45a8a44e477 · outbound

This paper cites H., Jourdan, L., Kessaci-Marmion, M.- \'E ., and Trautmann, H.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design H., Jourdan, L., Kessaci-Marmion, M.- \'E ., and Trautmann, H

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:29.083018Z

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Observation 3eaf27ad-9b01-452e-95f5-a51541ea1474 · outbound

This paper cites R., Cassano, F., Hu, S.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design R., Cassano, F., Hu, S

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:29.087097Z

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Observation 136b998a-16b4-4243-ad87-16ba8c298369 · outbound

This paper cites and Hougardy, S.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design and Hougardy, S

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:29.091390Z

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Observation 3149646a-afab-43b6-a6aa-dde0e3281434 · outbound

This paper cites B., Powley, E., Whitehouse, D., Lucas, S.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design B., Powley, E., Whitehouse, D., Lucas, S

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:29.095320Z

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Observation be4bc84d-d1fd-442c-85fa-df248147d71e · outbound

This paper cites K., Gendreau, M., Hyde, M., Kendall, G., Ochoa, G., \"O zcan, E., and Qu, R.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design K., Gendreau, M., Hyde, M., Kendall, G., Ochoa, G., \"O zcan, E., and Qu, R

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:29.099627Z

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Observation 5394287b-c6e1-4632-88c5-734e58815046 · outbound

This paper cites K., Hyde, M.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design K., Hyde, M

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:29.104211Z

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Observation 9f1cc87f-3966-47c9-8aaa-6dc9ee4d7b87 · outbound

This paper cites an unresolved cited work.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:29.108307Z

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Observation ff01588e-dbf6-4f07-949c-dd4f3c5247b5 · outbound

This paper cites Weibull-based benchmarks for bin packing.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Weibull-based benchmarks for bin packing

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:29.112524Z

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Observation 272ca0c8-ba45-4721-a750-91796afed801 · outbound

This paper cites Worst-case analysis of a new heuristic for the travelling salesman problem.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Worst-case analysis of a new heuristic for the travelling salesman problem

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:29.118765Z

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Observation eed8803f-ea08-4cbe-bbd0-4d920734b045 · outbound

This paper cites elo ratings.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design elo ratings

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:29.123018Z

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Observation b2c8d8f9-8998-4e37-b8a0-0e55d7da67b6 · outbound

This paper cites Generating Code World Models with Large Language Models Guided by Monte Carlo Tree Search.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Generating Code World Models with Large Language Models Guided by Monte Carlo Tree Search

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:29.127848Z

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Observation 4c6908a3-8793-4dd3-bfdf-e6101ee694fe · outbound

This paper cites HSEvo: Elevating Automatic Heuristic Design with Diversity-Driven Harmony Search and Genetic Algorithm Using LLMs.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design HSEvo: Elevating Automatic Heuristic Design with Diversity-Driven Harmony Search and Genetic Algorithm Using LLMs

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:29.132342Z

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Observation 6192e040-4c64-4762-9b8e-11e708f66880 · outbound

This paper cites Make Every Move Count: LLM-based High-Quality RTL Code Generation Using MCTS.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Make Every Move Count: LLM-based High-Quality RTL Code Generation Using MCTS

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:29.136716Z

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Observation f1164bf7-054e-49d6-8f3b-4acd635cb261 · outbound

This paper cites Heuristic and meta-heuristic algorithms and their relevance to the real world: a survey.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Heuristic and meta-heuristic algorithms and their relevance to the real world: a survey

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:29.141542Z

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Observation 150f36bd-f16b-46fc-a722-111936cdff28 · outbound

This paper cites Ant colony optimization.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Ant colony optimization

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:29.145942Z

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Observation 713296fa-ff02-4f5f-9b58-61c528c75461 · outbound

This paper cites GOAL: A Generalist Combinatorial Optimization Agent Learner.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design GOAL: A Generalist Combinatorial Optimization Agent Learner

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:29.149907Z

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Observation 8c32a0c7-11c8-4f23-8987-ae44ec30e820 · outbound

This paper cites R., Danoy, G., and Bouvry, P.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design R., Danoy, G., and Bouvry, P

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:29.156220Z

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Observation f2b59fb4-1ab6-47ea-ba03-cf7dfcd73eda · outbound

This paper cites an unresolved cited work.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:29.160880Z

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Observation 11b85831-dbcd-4a8f-acf3-7e651b70d0c8 · outbound

This paper cites Alphazero-like Tree-Search can Guide Large Language Model Decoding and Training.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Alphazero-like Tree-Search can Guide Large Language Model Decoding and Training

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:29.165127Z

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Observation a2cfc6bb-3691-459f-9143-6e88415a01a0 · outbound

This paper cites Exact methods for the asymmetric traveling salesman problem.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Exact methods for the asymmetric traveling salesman problem

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:29.169501Z

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Observation f6a0aeb4-08a0-4aa8-a9cb-ca5b54c61b41 · outbound

This paper cites Generalize a small pre-trained model to arbitrarily large tsp instances.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Generalize a small pre-trained model to arbitrarily large tsp instances

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:29.174094Z

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Observation 5ce5d832-f445-4889-95ad-62c7184bf29e · outbound

This paper cites Towards generalizable neural solvers for vehicle routing problems via ensemble with transferrable local policy, 2024.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Towards generalizable neural solvers for vehicle routing problems via ensemble with transferrable local policy, 2024

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:29.178120Z

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Observation d348343f-f701-43e9-8560-b329081a26cd · outbound

This paper cites Towards Optimizing with Large Language Models.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Towards Optimizing with Large Language Models

Reference 34

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Observation 7abd2965-d202-4188-81b2-640b76be3125 · outbound

This paper cites U., Qureshi, R., Shah, A., Irfan, M., Zafar, A., Shaikh, M.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design U., Qureshi, R., Shah, A., Irfan, M., Zafar, A., Shaikh, M

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:29.187962Z

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Observation 82de5067-01ae-466a-ab71-6998823672b0 · outbound

This paper cites U., Al Tashi, Q., Shah, A., Qureshi, R., Muneer, A., Irfan, M., Zafar, A., Shaikh, M.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design U., Al Tashi, Q., Shah, A., Qureshi, R., Muneer, A., Irfan, M., Zafar, A., Shaikh, M

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:29.192487Z

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Observation 5cd226e5-2594-459c-b539-a739fb81abf8 · outbound

This paper cites Deep residual learning for image recognition.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Deep residual learning for image recognition

Reference 37

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Observation 1da22e6b-3a6b-4cce-85da-6ae9ec7e497e · outbound

This paper cites L., and Ding, J.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design L., and Ding, J

Reference 38

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Observation 9370f00c-a47a-4c7e-ab9f-0ced3329e8c1 · outbound

This paper cites An extension of the lin-kernighan-helsgaun tsp solver for constrained traveling salesman and vehicle routing problems.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design An extension of the lin-kernighan-helsgaun tsp solver for constrained traveling salesman and vehicle routing problems

Reference 39

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Observation 89d564f9-2463-4bd9-a5ad-645bc193b40e · outbound

This paper cites Evolving code with a large language model.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Evolving code with a large language model

Reference 40

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Observation 40b54d22-8319-4730-9d08-5a34222bba4d · outbound

This paper cites A survey on hallucination in large language models: Principles, taxonomy, challenges, and open questions.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design A survey on hallucination in large language models: Principles, taxonomy, challenges, and open questions

Reference 41

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Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Understanding the planning of LLM agents: A survey

Reference 42

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Observation d0de737b-0b07-470c-ad88-f1a21e3c5a34 · outbound

This paper cites Graph Neural Network Guided Local Search for the Traveling Salesperson Problem.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Graph Neural Network Guided Local Search for the Traveling Salesperson Problem

Reference 43

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Observation e3dfb712-088c-4723-9f75-35d575d9fe92 · outbound

This paper cites Bridging Large Language Models and Optimization: A Unified Framework for Text-attributed Combinatorial Optimization.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Bridging Large Language Models and Optimization: A Unified Framework for Text-attributed Combinatorial Optimization

Reference 44

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Observation 52f255aa-90eb-45ea-b340-44e030371b38 · outbound

This paper cites LLMs Can't Plan, But Can Help Planning in LLM-Modulo Frameworks.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design LLMs Can't Plan, But Can Help Planning in LLM-Modulo Frameworks

Reference 45

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Observation 539192d3-9da2-4d58-8442-01a530026c0a · outbound

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Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Ant Colony Sampling with GFlowNets for Combinatorial Optimization

Reference 46

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Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design and Szepesv \'a ri, C

Reference 47

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Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Attention, Learn to Solve Routing Problems!

Reference 48

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Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design H., Vygen, J., Korte, B., and Vygen, J

Reference 49

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Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Pomo: Policy optimization with multiple optima for reinforcement learning

Reference 50

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Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Matrix encoding networks for neural combinatorial optimization

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:29.257738Z

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Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Unresolved cited work

Reference 52

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Observation eac4f2fd-b047-49a4-b354-85b226c84545 · outbound

This paper cites an unresolved cited work.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Unresolved cited work

Reference 53

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Observation 29fe87b0-d1a8-444e-8318-d58cab76c2b0 · outbound

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Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Large language models as evolution strategies

Reference 54

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Observation 7a1e5d5b-b53c-4dbb-990a-5125ab3a4555 · outbound

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Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Cost-aware Bayesian Optimization

Reference 55

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Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Monte-carlo tree search in continuous action spaces with value gradients

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:26:30.866850Z

Source-reported events for the cited work

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Observation b143ecd8-a95d-451d-bb7a-a0d5e37b9655 · outbound

This paper cites an unresolved cited work.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Unresolved cited work

Reference 57

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Unavailable: canonical work link unavailable.

Observation 82843513-f6f5-4375-b82d-cf6fa658f81f · outbound

This paper cites and Kernighan, B.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design and Kernighan, B

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:26:30.843728Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 50aaebed-9224-4e26-a73d-e1f45dcf2ee0 · outbound

This paper cites Algorithm Evolution Using Large Language Model.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Algorithm Evolution Using Large Language Model

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:29.293725Z

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Observation 0908b8f8-9e85-4985-b61e-d75a7523c410 · outbound

This paper cites Multi-task learning for routing problem with cross-problem zero-shot generalization.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Multi-task learning for routing problem with cross-problem zero-shot generalization

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:26:30.829724Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 75f921e9-9a8c-48d9-8aac-15f864156c06 · outbound

This paper cites Evolution of heuristics: Towards efficient automatic algorithm design using large language model.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Evolution of heuristics: Towards efficient automatic algorithm design using large language model

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:26:30.816623Z

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Observation 5c5dc1c5-c34d-43f3-b265-564b3ca8b9ab · outbound

This paper cites A systematic survey on large language models for algorithm design.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design A systematic survey on large language models for algorithm design

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:29.307359Z

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Observation 348afbcb-d7fe-4386-bf7b-de1add64b615 · outbound

This paper cites Llm4ad: A platform for algorithm design with large language model.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Llm4ad: A platform for algorithm design with large language model

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:29.313232Z

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Observation 0008421a-af99-4adc-8374-cf00055f9c92 · outbound

This paper cites Large language models as evolutionary optimizers.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Large language models as evolutionary optimizers

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:26:30.801902Z

Source-reported events for the cited work

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Observation 19752075-6b82-440c-9f44-8f975a8ac614 · outbound

This paper cites P., Birattari, M., and St \"u tzle, T.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design P., Birattari, M., and St \"u tzle, T

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:26:30.789321Z

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Observation 48e81711-23be-44d0-bc51-c21390d9332a · outbound

This paper cites Adaptive cost-aware bayesian optimization.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Adaptive cost-aware bayesian optimization

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:26:30.777287Z

Source-reported events for the cited work

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Observation b0da9a68-ab12-4125-8925-afcec6520c92 · outbound

This paper cites M., Larsen, J., Ehrgott, M., and Ryan, D.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design M., Larsen, J., Ehrgott, M., and Ryan, D

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:26:30.764162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1ab3683a-5d5f-494e-885b-710fcb575732 · outbound

This paper cites Learning to iteratively solve routing problems with dual-aspect collaborative transformer.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Learning to iteratively solve routing problems with dual-aspect collaborative transformer

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:26:30.750368Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 48b437ed-b4ac-4f53-8afc-92891eed65af · outbound

This paper cites Explainable artificial intelligence by genetic programming: A survey.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Explainable artificial intelligence by genetic programming: A survey

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:26:30.736957Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 071a9640-d781-452f-9bb6-62cb586ab4f1 · outbound

This paper cites and Freisleben, B.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design and Freisleben, B

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:26:30.723686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e8a5a08e-fdef-4f2c-b9ce-0fc1d3d7ccba · outbound

This paper cites J., Bradley, H., Gaier, A., Moradi, A., Hoover, A.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design J., Bradley, H., Gaier, A., Moradi, A., Hoover, A

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:29.351658Z

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Observation dc23aa59-69e9-4d7c-a125-2b95da8d9536 · outbound

This paper cites On bayesian methods for seeking the extremum.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design On bayesian methods for seeking the extremum

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:26:30.709381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation dce704ef-06f9-46d3-ba0a-50ef4f731319 · outbound

This paper cites A Comprehensive Overview of Large Language Models.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design A Comprehensive Overview of Large Language Models

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:29.359861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9052ef75-c24a-4c31-8ea2-2a9a9c835db6 · outbound

This paper cites Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:29.365118Z

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Observation d1aa0d52-1ea1-4750-8af6-1492ff0bb1fd · outbound

This paper cites Heuristic algorithm for scheduling in a flowshop to minimize total flowtime.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Heuristic algorithm for scheduling in a flowshop to minimize total flowtime

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:26:30.694290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation efc54aec-b313-422d-8e85-fb29673ace1f · outbound

This paper cites Tsplib—a traveling salesman problem library.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Tsplib—a traveling salesman problem library

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:26:30.681097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 008f8276-5f6a-4c42-8730-e182836fa8d2 · outbound

This paper cites P., Dupont, E., Ruiz, F.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design P., Dupont, E., Ruiz, F

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:29.379560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99e5bd3d-52c5-4603-9f3a-6c13a7f7af98 · outbound

This paper cites J., Stearns, R.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design J., Stearns, R

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:26:30.657177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 177b13f2-9946-4ee2-9709-538d08ff0897 · outbound

This paper cites C., Amaya, I., Cruz-Duarte, J.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design C., Amaya, I., Cruz-Duarte, J

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:26:30.644580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation bd2dee7c-7f9e-4ee5-b050-6e88ce490041 · outbound

This paper cites Which local search operator works best for the open-loop tsp? Applied Sciences, 9 0 (19): 0 3985, 2019.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Which local search operator works best for the open-loop tsp? Applied Sciences, 9 0 (19): 0 3985, 2019

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:26:30.630768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7fc1abdf-f4c5-4127-ba64-d1fa0683648c · outbound

This paper cites P., and De Freitas, N.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design P., and De Freitas, N

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:29.396658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe172f64-1932-4433-9f4c-d112727bef2d · outbound

This paper cites W., Han, W., and Si, W.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design W., Han, W., and Si, W

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:26:30.610372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b2b8a1d5-ae19-430a-9d51-24fb5b11732b · outbound

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

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Reflexion: Language agents with verbal reinforcement learning

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:29.405329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f76bd6a6-414d-4e76-84ad-5c6254e3ca62 · outbound

This paper cites J., Guez, A., Sifre, L., Van Den Driessche, G., Schrittwieser, J., Antonoglou, I., Panneershelvam, V., Lanctot, M., et al.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design J., Guez, A., Sifre, L., Van Den Driessche, G., Schrittwieser, J., Antonoglou, I., Panneershelvam, V., Lanctot, M., et al

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:29.409365Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2df4ec8e-3c49-47a8-9b73-36cb5fe87e3d · outbound

This paper cites an unresolved cited work.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Unresolved cited work

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:29.413290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a79a03b-bc45-4376-91a7-5a3fdd1a16f7 · outbound

This paper cites and L \'o pez-Ib \'a \ n ez, M.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design and L \'o pez-Ib \'a \ n ez, M

Reference 86

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:26:30.573173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation bc83e7af-e4d7-4f4f-8909-539e830a46e9 · outbound

This paper cites Neuralgls: learning to guide local search with graph convolutional network for the traveling salesman problem.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Neuralgls: learning to guide local search with graph convolutional network for the traveling salesman problem

Reference 87

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:26:30.561093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e236f131-20ee-4d77-a54a-4d56b3b8a6eb · outbound

This paper cites Monte carlo tree search: A review of recent modifications and applications.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Monte carlo tree search: A review of recent modifications and applications

Reference 88

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:26:30.548831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation eb5dd17b-85f3-4243-bbbf-a85f030439f9 · outbound

This paper cites S., Mohd-Mokhtar, R., and Arshad, M.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design S., Mohd-Mokhtar, R., and Arshad, M

Reference 89

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:26:30.534911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ef2ff5f1-f49f-42cb-83d7-f93991c82a23 · outbound

This paper cites Analysis of rebuild local search operator for tsp.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Analysis of rebuild local search operator for tsp

Reference 90

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:26:30.520875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 810962b2-fe67-47ef-b24e-85119a738112 · outbound

This paper cites N., Kaiser, ., and Polosukhin, I.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design N., Kaiser, ., and Polosukhin, I

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:29.443876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96804a3c-052e-4531-ae56-8b6e90016d7d · outbound

This paper cites Pointer networks.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Pointer networks

Reference 92

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:26:30.500238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation dd3a923e-0b33-4cfa-88ee-d83243c45b1f · outbound

This paper cites and Tsang, E.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design and Tsang, E

Reference 93

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:26:30.487205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e6469f77-1a42-4939-8424-c1572eb08556 · outbound

This paper cites V., Zhou, D., et al.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design V., Zhou, D., et al

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:29.460032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4e7598d-1ac8-44e4-8709-277143fb3a2a · outbound

This paper cites System 2 Attention (is something you might need too).

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design System 2 Attention (is something you might need too)

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:29.464722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22c3ebdd-6e5e-4b54-8e17-f6d269b92f64 · outbound

This paper cites an unresolved cited work.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Unresolved cited work

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:29.469078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73f8aeeb-eb13-46cf-9191-d18296fd398b · outbound

This paper cites Learning improvement heuristics for solving routing problems.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Learning improvement heuristics for solving routing problems

Reference 97

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:26:30.459352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 72a67aa7-c392-462a-8cf2-18f6e957d04f · outbound

This paper cites Pre-tokenization of numbers for large language models.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Pre-tokenization of numbers for large language models

Reference 98

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:26:30.447216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9a4c6387-6ca9-4d83-8090-c06b6759f908 · outbound

This paper cites Neurolkh: Combining deep learning model with lin-kernighan-helsgaun heuristic for solving the traveling salesman problem.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Neurolkh: Combining deep learning model with lin-kernighan-helsgaun heuristic for solving the traveling salesman problem

Reference 99

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:26:30.433448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c305b824-b1b8-46a1-87dd-7a0cbcaf468c · outbound

This paper cites Large Language Models as Optimizers.

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design Large Language Models as Optimizers

Reference 100

Resolution: unresolved; no resolver link, observed 2026-08-10T20:26:29.486497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 1e64a29d-4968-40ba-ac57-f06e3e17d3f3 · inbound

Explainable AI-assisted Optimization for Feynman Integral Reduction cites this paper.

Explainable AI-assisted Optimization for Feynman Integral Reduction Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-07T21:11:56.637641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80104fb0-7886-4760-87d1-cd3100a41473 · inbound

Reasoning LLMs are Wandering Solution Explorers cites this paper.

Reasoning LLMs are Wandering Solution Explorers Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:14.866863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b0e85c0-69ea-468d-908e-0cb4c2e20320 · inbound

iDSE: Navigating Design Space Exploration in High-Level Synthesis Using LLMs cites this paper.

iDSE: Navigating Design Space Exploration in High-Level Synthesis Using LLMs Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-07T13:20:57.564365Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7acd3fa-06b0-4497-87a5-1012cee4c031 · inbound

Large Reasoning Models are not thinking straight: on the unreliability of thinking trajectories cites this paper.

Large Reasoning Models are not thinking straight: on the unreliability of thinking trajectories Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T21:13:13.077881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a413b4d-c7e9-4a91-b607-8b6cf0a66171 · inbound

Large Language Models Reasoning Abilities Under Non-Ideal Conditions After RL-Fine-Tuning cites this paper.

Large Language Models Reasoning Abilities Under Non-Ideal Conditions After RL-Fine-Tuning Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T23:49:05.708180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c351161-ec41-4b80-9e51-984e8fcd3a9f · inbound

A Systematic Survey on Large Language Models for Evolutionary Optimization: From Modeling to Solving cites this paper.

A Systematic Survey on Large Language Models for Evolutionary Optimization: From Modeling to Solving Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design

Reference 168

Resolution: unresolved; no resolver link, observed 2026-08-04T20:55:41.737491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4163532-2beb-449d-b178-a9e22f01a983 · inbound

URS: A Unified Neural Routing Solver for Cross-Problem Zero-Shot Generalization cites this paper.

URS: A Unified Neural Routing Solver for Cross-Problem Zero-Shot Generalization Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-04T14:51:25.067330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4da70347-7c3c-401e-90df-bdafb3bd90a1 · inbound

Glia: A Human-Inspired AI for Automated Systems Design and Optimization cites this paper.

Glia: A Human-Inspired AI for Automated Systems Design and Optimization Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design

Reference 92

Resolution: verified exact; arxiv_id, observed 2026-05-18T03:30:51.073727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1d3bdde0-9044-4a6a-9ca8-db616a8d2005 · inbound

EndoCoT: Scaling Endogenous Chain-of-Thought Reasoning in Diffusion Models cites this paper.

EndoCoT: Scaling Endogenous Chain-of-Thought Reasoning in Diffusion Models Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design

Reference 43

Resolution: unresolved; no resolver link, observed 2026-07-14T22:25:04.080629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd255605-c42c-48ac-ba52-9ebd6fe2f64e · inbound

Automated Large-scale CVRP Solver Design via LLM-assisted Flexible MCTS cites this paper.

Automated Large-scale CVRP Solver Design via LLM-assisted Flexible MCTS Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-05-11T23:31:16.913378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3e51fbba-5732-4e83-93a7-976d252b689f · inbound

HMACE: Heterogeneous Multi-Agent Collaborative Evolution for Combinatorial Optimization cites this paper.

HMACE: Heterogeneous Multi-Agent Collaborative Evolution for Combinatorial Optimization Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design

Reference 51

Resolution: malformed identifier; arxiv_id, observed 2026-05-11T01:50:51.173520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 86393c54-efea-4f18-99da-ba663aee869f · inbound

AHD Agent: Agentic Reinforcement Learning for Automatic Heuristic Design cites this paper.

AHD Agent: Agentic Reinforcement Learning for Automatic Heuristic Design Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design

Reference 13

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T08:21:23.878537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e5c83030-2258-4cf2-a859-0338341121c2 · inbound

Budget-Efficient Automatic Algorithm Design via Code Graph cites this paper.

Budget-Efficient Automatic Algorithm Design via Code Graph Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-12T07:06:25.538263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ebc68764-d25a-448d-a787-fb9118e2dd19 · inbound

Democratizing Large-Scale Re-Optimization with LLM-Guided Model Patches cites this paper.

Democratizing Large-Scale Re-Optimization with LLM-Guided Model Patches Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-20T10:08:12.198414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 340380be-5a4a-4fc7-abb5-bf9b11651db1 · inbound

MeEvo: Metacognitive Evolution Combined with Natural Evolution for Automatic Heuristic Design cites this paper.

MeEvo: Metacognitive Evolution Combined with Natural Evolution for Automatic Heuristic Design Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design

Reference 10

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T16:48:40.036323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e7a37659-ba47-4e4b-bc80-d45f53848525 · inbound

MeEvo: Metacognitive Evolution Combined with Natural Evolution for Automatic Heuristic Design cites this paper.

MeEvo: Metacognitive Evolution Combined with Natural Evolution for Automatic Heuristic Design Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design

Reference 13

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T10:54:36.232402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5be6e065-cf57-4456-b3f5-e2f959003285 · inbound

AlphaMemo: Structured Search-Process Memory for Self-Evolving Alpha Mining Agents cites this paper.

AlphaMemo: Structured Search-Process Memory for Self-Evolving Alpha Mining Agents Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-06-29T17:03:41.276369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4223abb3-2cc0-453a-b0a0-2bb1ff176a90 · inbound

Geometry-Aware MCTS for Extremal Problems in Combinatorial Geometry cites this paper.

Geometry-Aware MCTS for Extremal Problems in Combinatorial Geometry Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design

Reference 31

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T15:39:56.700650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 95a9f516-daed-4077-b58a-8d60d0886afc · inbound

Scientific discovery as meta-optimization: a combinatorial optimization case study cites this paper.

Scientific discovery as meta-optimization: a combinatorial optimization case study Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design

Reference 13

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T13:29:51.427787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9127291e-c07c-4b1c-acb8-08e5b4e6c851 · inbound

SpecAHD: Localize to Specialize for Automated Heuristic Design in Large-Scale Routing Problems cites this paper.

SpecAHD: Localize to Specialize for Automated Heuristic Design in Large-Scale Routing Problems Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-30T16:16:27.229217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5eed7be-28b6-4a8a-b0d0-0c0186c48709 · inbound

AutoSND: From Execution Evidence to Structural Policies for Automated Network Dismantling Heuristic Discovery cites this paper.

AutoSND: From Execution Evidence to Structural Policies for Automated Network Dismantling Heuristic Discovery Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-05T15:18:34.146948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb653341-e2b7-4fe4-9d8c-8923c167ebad · inbound

Hyper-ES: Effective Evolution Strategies for LLM Reasoning via Descent Direction Merging cites this paper.

Hyper-ES: Effective Evolution Strategies for LLM Reasoning via Descent Direction Merging Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-08T11:15:06.846550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.