Symport and antiport are biological ways of transporting molecules through membranes in "collaborating" pairs;in the case of symport the two molecules pass in the same direction, in the case of antiport the ...
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The Smith predictor and its variants are applied to the boundary control of Euler-Bernoulli beam equation with delayed boundary measurement to solve the well-known instability problem due to a small time delay. Simula...
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The Smith predictor and its variants are applied to the boundary control of Euler-Bernoulli beam equation with delayed boundary measurement to solve the well-known instability problem due to a small time delay. Simulation results demonstrate the effectiveness of the proposed method.
Watson-Crick L systems are language generating devices making use of Watson-Crick complementarity, a fundamental concept of DNA computing. These devices are Lindenmayer systems enriched with a trigger for complementar...
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A common problem that faces many high-tech electronic product companies is how to effectively provide systems support for their products/machines/systems installed at various customer sites using different levels of t...
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A common problem that faces many high-tech electronic product companies is how to effectively provide systems support for their products/machines/systems installed at various customer sites using different levels of technical personnel. The problem can be viewed as a model with multiple level servers and multiple volume demands. In this paper, a semi-Markov decision process with average criterion has been employed to formulate the dynamics of the system. Optimal policies for human resource allocation decision with minimum costs have been derived and the loss rate for customer requests has been considered. We prove that the embedding Markov chain is ergodic, induced by any stationary deterministic policy. We obtain some related parameters which can answer questions from managers. We also provide some numerical examples.
The method used to construct the SU(2) Yang-Mills field on a compactified Minkowski space M over-bar (which is equivalent to the conformal space) is generalized to construct an SU(N)(N > 2) Yang-Mills field Fjk on ...
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The method used to construct the SU(2) Yang-Mills field on a compactified Minkowski space M over-bar (which is equivalent to the conformal space) is generalized to construct an SU(N)(N > 2) Yang-Mills field Fjk on M over-bar . It is proved that both Fjk and the invariant metric tensor gjk of M over-bar satisfy the Einstein-Yang-Mills equation. The case of N -> infinity is also discussed.
In this paper, a new trust region subproblem is proposed. The trust radius in the new subproblem adjusts itself adaptively. As a result, an adaptive trust region method is constructed based on the new trust region sub...
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In this paper, a new trust region subproblem is proposed. The trust radius in the new subproblem adjusts itself adaptively. As a result, an adaptive trust region method is constructed based on the new trust region subproblem. The local and global convergence results of the adaptive trust region method are proved. Numerical results indicate that the new method is very efficient.
Recent research indicates that perturbation analysis (PA), Markov decision processes (MDP), and reinforcement learning (RL) are three closely-related areas in discrete event dynamic system optimization. In particular,...
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Recent research indicates that perturbation analysis (PA), Markov decision processes (MDP), and reinforcement learning (RL) are three closely-related areas in discrete event dynamic system optimization. In particular, it was shown that policy iteration in fact chooses the policy that has the steepest performance gradient (provided by PA) for the next iteration. This sensitivity point of view of MDP leads to some new research topics. In this note, we propose to implement policy iteration based on performance gradients. This approach is particularly useful when the actions at different states are correlated and hence the standard policy iteration cannot apply. We illustrate the main ideas with an example of M/G/1/N queue and identify some further research topics.
Two bicriterion optimization problems consisting of the minimization of functionals, describing the energy and ecology requirements (transmission efficiency, surface usage, side radiation) are considered. A numerical ...
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Two bicriterion optimization problems consisting of the minimization of functionals, describing the energy and ecology requirements (transmission efficiency, surface usage, side radiation) are considered. A numerical method is proposed and results are presented.
A lattice BGK method for nonlinear chemical reactions is described. Since the equation does not possess the convect terms, we can easily get the equilibrium distribution functions of the lattice BGK models. Using this...
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A lattice BGK method for nonlinear chemical reactions is described. Since the equation does not possess the convect terms, we can easily get the equilibrium distribution functions of the lattice BGK models. Using this model, we consider the scales- ε2 patterns, find two types of pattern: mosaic structure and the Turing pattern.
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