BOAST 发表于 2025-3-28 17:07:52
Feedforward Neural Networkseuron with the connection weights adaptively adjusted according to an learning algorithm — the LMS algorithm. Adaline was designed by Widrow and Hoff (, ) as a pattern classification machine. The weight adjustment can be done by an external computer or a special analog or digital processor.戏法 发表于 2025-3-28 19:54:29
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https://doi.org/10.1007/978-1-4757-3167-5Mathematica; Optimization Theory; algorithms; combinatorial optimization; linear optimization; network; nephlegm 发表于 2025-3-29 19:06:45
Algorithms for Constrained Nonlinear ProgrammingIn this chapter we will introduce the penalty-type methods and the trust-region methods which have played an important role in the neural network research.PATHY 发表于 2025-3-29 21:50:01
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NN Models for General Nonlinear ProgrammingA general nonlinear programming problem is formulated as:.where Ω is a subset of ℝ. or simply Ω = ℝ.. When function .(.), .(.) do not appear in Eq. (11.1), we call it a general unconstrained nonlinear programming problem:.We call a neural network designed as a solver of general nonlinear programming problems a NP net.Libido 发表于 2025-3-30 04:04:25
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