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This algorithm can conceptually be applied to maximize any cost function subject to bound constraints on the independent variables.
The removal of the nonlinear equality constraints is accomplished, resulting in a simple optimization problem subject to bound constraints.
Subject to bound constraints and [arbitrary linear or nonlinear] constraints: x ∈ D : = x l ≤ x ≤ x u ; g x ≤ 0 (4) .
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R package lme4 uses the NLMINB method which is a local minimiser for the smooth nonlinear function subject to bound-constrained parameters.
It is partially a historical treatment of the subject which outlines initial efforts to bound the security problem beginning early 1970 through today's state of security engineering practice.
Depreciation is a permanent loss, but human capital is subject to a lower bound.
We inject at fixed rate, subject to an upper bound on the injection pressure; none of the simulations shown here reach this threshold.
As the most delay-sensitive class, the conversational class is characterized by two-way conversational communication pattern and subject to strict delay bound of tens or hundreds of milliseconds.
Structure optimization is done in terms of a minimization of the required feedback and subject to a predefined bound on the tolerable loss of the achieved H∞-performance of the decentralized controller compared to an H∞-optimal centralized controller.
Structure optimization is done in terms of a minimization of the required feedback links and subject to a predefined bound on the tolerable loss of the achieved H∞-performance of the decentralized controller compared to an H∞-optimal centralized controller.
In [11], the authors consider a single transmitter-receiver scenario where the transmitter has a finite buffer, and solved the problem of dynamically assigning rates/powers to packets in order to minimize the long-term average transmission energy subject to an upper bound on the buffer overflow probability.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com