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Large language models as uncertainty-calibrated optimizers for experimental discovery. [PDF]
Nat Mach IntellRanković B, Griffiths RR, Schwaller P.
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End-to-End Trained Energy-Based Model for Image Recovery. [PDF]
J ImagingRikhab Chand J, Jacob M.
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Integrating Physiological Biomarkers into Precision Livestock Farming for Laying Hens: Methodological Challenges and Future Research Directions. [PDF]
Animals (Basel)Kim L, Kang D.
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Hybrid Surrogate-Based Constrained Optimization With a New Constraint-Handling Method
IEEE Transactions on Cybernetics, 2022Surrogate-based-constrained optimization for some optimization problems involving computationally expensive objective functions and constraints is still a great challenge in the optimization field. Its difficulties are of two primary types. One is how to handle the constraints, especially, equality constraints; another is how to sample a good point to ...
Yuanping Su, Lihong Xu, Erik D. Goodman
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A method for determining optimal multipliers in the surrogate constraint method
Electronics and Communications in Japan (Part III: Fundamental Electronic Science), 2005It has recently been important to obtain optimal solutions to multidimensional nonlinear integer programming problems with multiple constraints. The surrogate constraint method is very effective in obtaining high-quality solutions of the original multidimensional problems. The surrogate constraint method translates a multidimensional problem into a one-
Yuji Nakagawa +3 more
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Surrogate constraint method for optimal power flow
Proceedings of the 20th International Conference on Power Industry Computer Applications, 1998This paper represents a technique based on constraints surrogate defined by the maximum entropy principle for optimal power flow (OPF) problems. One of the obstacles impeding the OPF calculations is the problem associated with handling a large number of functional inequality constraints, which cause computational inefficiencies for large power systems.
L. Chen, S. Matoba, H. Inabe, T. Okabe
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Zero duality gap in integer programming: P-norm surrogate constraint method
Operations Research Letters, 1999zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Duan Li
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