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nclab.github.io

Public materials of Natural Computing Laboratory


Table of Contents


Materials

cpts2.composer

Paper

Chang, C.-y., & Chen, Y.-p. (2023). Investigating style forming and twisting by adapting AntsOMG for composing second species counterpoint. In Proceedings of 2023 IEEE Congress on Evolutionary Computation (CEC 2023) (pp. 1-8). doi: 10.1109/CEC53210.2023.10253974.

Repository

https://github.com/nclab/cpts2.composer

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iccc-21

Paper

Chang, C.-y., & Chen, Y.-p. (2021). In the Name of Creativity: En Route to Inspiring Machines. In Proceedings of the 12th International Conference on Computational Creativity (ICCC ’21) (pp. 400-404). URL: https://e.cctcc.art/iccc-2021.

Repository

https://github.com/nclab/iccc-21

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om.composer

Paper

Chang, C.-y., & Chen, Y.-p. (2021). Contrapuntal composition and autonomous style development of organum motets by using AntsOMG. In Proceedings of 2021 IEEE Congress on Evolutionary Computation (CEC 2021) (pp. 2023-2030). doi: 10.1109/CEC45853.2021.9504881.

Repository

https://github.com/nclab/om.composer

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cf.composer

Paper

Chang, C.-y., & Chen, Y.-p. (2020). AntsOMG: A Framework Aiming to Automate Creativity and Intelligent Behavior with a Showcase on Cantus Firmus Composition and Style Development. Electronics, 9(8), 1212. doi: 10.3390/electronics9081212.

Repository

https://github.com/nclab/cf.composer

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ga.shrinker

Paper

Lo, F.-Y., Chen, C.-H., & Chen, Y.-p. (2020). Shrinking Counterexamples in Property-Based Testing with Genetic Algorithms. In Proceedings of 2020 IEEE Congress on Evolutionary Computation (CEC 2020).

Repository

https://github.com/nclab/ga.shrinker

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ec.composer

Paper

Chang, C.-y. & Chen, Y.-p. (2019). Fusing creative operations into evolutionary computation for composition: From a composer's perspective. In Proceedings of 2019 IEEE Congress on Evolutionary Computation (CEC 2019) (pp. 2114-2121). doi: 10.1109/CEC.2019.8790335.

Repository

https://github.com/nclab/ec.composer

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proof.generator

Paper

Huang, S.-Y. & Chen, Y.-p. (2017). Proving Theorems by Using Evolutionary Search with Human Involvement. In Proceedings of 2017 IEEE Congress on Evolutionary Computation (CEC 2017) (pp. 1495-1502). doi: 10.1109/CEC.2017.7969480.

Repository

https://github.com/nclab/proof.generator

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starcraft.asga

Paper

Hsu, W.-L., & Chen, Y.-p. (2016). Learning to Select Actions in StarCraft with Genetic Algorithms. In Proceedings of 2016 Conference on Technologies and Applications of Artificial Intelligence (TAAI 2016) (pp. 270-277). doi: 10.1109/TAAI.2016.7880180.

Repository

https://github.com/nclab/starcraft.asga

Videos mentioned in paper

https://nclab.github.io/starcraft.asga

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ea.prover

Paper

Yang, L.-A., Liu, J.-P., Chen, C.-H., & Chen, Y.-p. (2016). Automatically Proving Mathematical Theorems with Evolutionary Algorithms and Proof Assistants. In Proceedings of 2016 IEEE Congress on Evolutionary Computation (CEC 2016), part of 2016 IEEE World Congress on Computational Intelligence (IEEE WCCI 2016) (pp. 4421–4428). doi: 10.1109/CEC.2016.7744352. (arXiv:1602.07455).

Repository

https://github.com/nclab/ea.prover

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ca_ea.aip

Paper

Tseng, H.-w., & Chen, Y.-p. (2015). Artistic Image Processing with Cellular Automata and Evolutionary Algorithms. In Proceedings of 2015 IEEE Congress on Evolutionary Computation (CEC 2015) (pp. 2153–2159). doi: 10.1109/CEC.2015.7257150.

Repository

https://github.com/nclab/ca_ea.aip

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pso.evac

Paper

Tsai, P.-C., Chen, C.-M., & Chen, Y.-p. (2014). PSO-Based Evacuation Simulation Framework. In Proceedings of 2014 IEEE Congress on Evolutionary Computation (CEC 2014), part of 2014 IEEE World Congress on Computational Intelligence (IEEE WCCI 2014) (pp. 1944–1950). doi: 10.1109/CEC.2014.6900600.

Repository

https://github.com/nclab/pso.evac

Scene 1 video in paper

https://nclab.github.io/pso.evac/Scene1.avi

Scene 2 video in paper

https://nclab.github.io/pso.evac/Scene2.avi

Scene 3 video in paper

https://nclab.github.io/pso.evac/Scene3.avi

Scene 4 video in paper

https://nclab.github.io/pso.evac/Scene4.avi

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