Decision Support Systems
Models and tools that help people make well-informed decisions in complex, uncertain settings.
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A KDTree Assisted Bounded Nested List Structure (BNLS-KD) for Online Non-dominated Sorting
Anonymous, P Dutta, A Mukherjee, K Deb
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Evolutionary Optimization of Physics-Informed Neural Networks: Evo-PINN Frontiers and Opportunities
JC Wong, A Gupta, CC Ooi, P Chiu, J Liu, YS Ong. Cited by 10
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ExTrEMO-D: Diffusion Transfer for Expensive Multi-Objective Optimization
H Wu, J Liu, Y Jin, YS Ong
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Accelerating Two-Stage Stochastic Programming via Parametric Multitask Optimization for Microfactory-Enabled Last-Mile Manufacturing
J Liu, M Xu, H Yu, C Xu, TP Siew, YS Ong
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From Natural Language to Optimization Models: A Survey of LLM-based Autoformulation
T Guo, Y Mei, Y Wu, CS Tan, HY Ng, YS Ong
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Distributed Prescribed-Time Optimization for Multi-Agent Systems Over Switching Networks
H Yang, Z Li, Y Wang, Y Song, YS Ong
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TransGP: Task-Conditioned Transformer-Guided Genetic Programming for Multitask Dynamic Flexible Job Shop Scheduling
M Xu, J Liu, H Yu, YS Ong
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Evolving Jailbreaks: Automated Multi-Objective Long-Tail Attacks on Large Language Models
W Hong, Z Rong, L Wang, F Chang, J Zhu, K Tang, Z Zhu, YS Ong
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EvoSpeak: Large Language Models for Interpretable Genetic Programming-Evolved Heuristics
M Xu, J Liu, YS Ong
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Evolutionary Optimization of Physics-Informed Neural Networks: Advancing Generalizability by the Baldwin Effect
JC Wong, CC Ooi, A Gupta, P Chiu, JSZ Low, MH Dao, YS Ong. Cited by 1
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Parallel Genetic Algorithm with Mutual Information and Parent Set Structure for Bayesian Network Structure Learning
Z He, X Li, S Zhu, H Lu, WH Fang, K Deb, CAC Coello
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SDNAS: Neural Architecture Search for Self-Supervised Single-Image Denoising Using Genetic Algorithm with Modular Encoding
WH Fang, ZK Zhang, S Zhu, JJ Sun, X Wu, K Deb, CAC Coello