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A novel distributed gradient algorithm for composite constrained optimization over directed network. [PDF]
Ou M, Zhang H, Yan Z, Yang Z, Ran H.
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Miniature Soft Robot With Magnetically Reprogrammable Surgical Functions
Miniature soft robots have great prospects to revolutionize minimally invasive treatments. Here we present a miniature soft robot, which can be reprogrammed to perform five surgical functionalities with six‐degrees‐of‐freedom motions. This soft robot can prospectively make minimally invasive surgery considerably safer and painless, and enable ...
Chelsea Shan Xian Ng +4 more
wiley +1 more source
Optimization of crossing point temperature for predicting coal spontaneous combustion. [PDF]
Khakshour H, Ayeen N, Rafiee R.
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Energy Landscape Analysis of Membrane Proteins Using NMR-Based Hybrid Restraint Potentials. [PDF]
Dewan D, Wang Y, De Simone A, Wales DJ.
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Enhanced corn leaf disease detection using sharpness-aware minimization optimized CNNs. [PDF]
Sharma MK, Sharma R, Kumar G.
europepmc +1 more source
Topology optimization of wheel spoke cavities for lightweight design under bending fatigue and impact load cases. [PDF]
Zhang G +10 more
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Personalized Federated Actor-Critic Learning for Joint Cost-Comfort Optimization in Energy Communities. [PDF]
Spantideas S, Giannopoulos A.
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Constrained Minimization Conditions
, 2016We turn now, in this final part of the book, to the study of minimization problems having constraints. We begin by studying in this chapter the necessary and sufficient conditions satisfied at solution points. These conditions, aside from their intrinsic value in characterizing solutions, define Lagrange multipliers and a certain Hessian matrix which ...
D. Luenberger, Y. Ye
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