Optimizing Chlorination in Water Distribution Systems via Surrogate-assisted Neuroevolution.

Olivier Francon

Rivaaj Monsia Daniel Young Olivier Francon Risto Miikkulainen Optimizing Chlorination in Water Distribution Systems via Surrogate-assisted Neuroevolution. 2026 February abs/2602.07299 CoRR https://doi.org/10.48550/arXiv.2602.07299 db/journals/corr/corr2602.html#abs-2602-07299 streams/journals/corr

Kaivan Kamali Kajetan Schweighofer Hormoz Shahrzad Olivier Francon Babak Hodjat Risto Miikkulainen Efficient Pre-Training of LLMs through Truncated SVD Layers. 2026 May abs/2605.28573 CoRR https://doi.org/10.48550/arXiv.2605.28573 db/journals/corr/corr2605.html#abs-2605-28573 streams/journals/corr

Rivaaj Monsia Olivier Francon Daniel Young Risto Miikkulainen Leveraging Evolutionary Surrogate-Assisted Prescription in Multi-Objective Chlorination Control Systems. 2025 August abs/2508.19173 CoRR https://doi.org/10.48550/arXiv.2508.19173 db/journals/corr/corr2508.html#abs-2508-19173 streams/journals/corr

Elliot Meyerson Giuseppe Paolo Roberto Dailey Hormoz Shahrzad Olivier Francon Conor F. Hayes Xin Qiu 0001 Babak Hodjat Risto Miikkulainen Solving a Million-Step LLM Task with Zero Errors. 2025 November abs/2511.09030 CoRR https://doi.org/10.48550/arXiv.2511.09030 db/journals/corr/corr2511.html#abs-2511-09030 streams/journals/corr

Elliot Meyerson Olivier Francon Darren Sargent Babak Hodjat Risto Miikkulainen Unlocking the Potential of Global Human Expertise. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/d7ae378b9dfa7ff7bed35105fab03838-Abstract-Conference.html conf/nips/2024 db/conf/nips/neurips2024.html#MeyersonFSHM24

Ashok Khanna Olivier Francon Risto Miikkulainen Optimizing the Design of an Artificial Pancreas to Improve Diabetes Management. 2024 abs/2402.07949 CoRR https://doi.org/10.48550/arXiv.2402.07949 db/journals/corr/corr2402.html#abs-2402-07949

Elliot Meyerson Olivier Francon Darren Sargent Babak Hodjat Risto Miikkulainen Unlocking the Potential of Global Human Expertise. 2024 abs/2411.00156 CoRR https://doi.org/10.48550/arXiv.2411.00156 db/journals/corr/corr2411.html#abs-2411-00156 streams/journals/corr

Risto Miikkulainen Olivier Francon Daniel Young Elliot Meyerson Babak Hodjat Discovering Effective Policies for Land-Use Planning. 2023 abs/2311.12304 CoRR https://doi.org/10.48550/arXiv.2311.12304 db/journals/corr/corr2311.html#abs-2311-12304

Risto Miikkulainen Olivier Francon Elliot Meyerson Xin Qiu 0001 Darren Sargent Elisa Canzani Babak Hodjat From Prediction to Prescription: Evolutionary Optimization of Nonpharmaceutical Interventions in the COVID-19 Pandemic. 386-401 2021 25 IEEE Trans. Evol. Comput. 2 https://doi.org/10.1109/TEVC.2021.3063217 db/journals/tec/tec25.html#MiikkulainenFMQ21

Olivier Francon Santiago Gonzalez Babak Hodjat Elliot Meyerson Risto Miikkulainen Xin Qiu 0001 Hormoz Shahrzad Effective reinforcement learning through evolutionary surrogate-assisted prescription. 814-822 2020 GECCO https://doi.org/10.1145/3377930.3389842 conf/gecco/2020 db/conf/gecco/gecco2020.html#FranconGHMMQS20

Olivier Francon Santiago Gonzalez Babak Hodjat Elliot Meyerson Risto Miikkulainen Xin Qiu 0001 Hormoz Shahrzad Effective Reinforcement Learning through Evolutionary Surrogate-Assisted Prescription. 2020 abs/2002.05368 CoRR https://arxiv.org/abs/2002.05368 db/journals/corr/corr2002.html#abs-2002-05368

Risto Miikkulainen Olivier Francon Elliot Meyerson Xin Qiu 0001 Elisa Canzani Babak Hodjat From Prediction to Prescription: AI-Based Optimization of Non-Pharmaceutical Interventions for the COVID-19 Pandemic. 2020 abs/2005.13766 CoRR https://arxiv.org/abs/2005.13766 db/journals/corr/corr2005.html#abs-2005-13766

Risto Miikkulainen Jason Zhi Liang Elliot Meyerson Aditya Rawal Daniel Fink 0003 Olivier Francon Bala Raju Hormoz Shahrzad Arshak Navruzyan Nigel Duffy Babak Hodjat Evolving Deep Neural Networks. 2017 abs/1703.00548 CoRR http://arxiv.org/abs/1703.00548 db/journals/corr/corr1703.html#MiikkulainenLMR17

Elisa Canzani Roberto Dailey Nigel Duffy Daniel Fink 0003 Santiago Gonzalez Conor F. Hayes Babak Hodjat Kaivan Kamali Ashok Khanna Jason Zhi Liang Elliot Meyerson Risto Miikkulainen Rivaaj Monsia Arshak Navruzyan Giuseppe Paolo Xin Qiu 0001 Bala Raju Aditya Rawal Darren Sargent Kajetan Schweighofer Hormoz Shahrzad Daniel Young