in the process of production, some of the inputs are fixed and cannot easily be changed, such as work hours of workers and hours of administrative or work, these types of inputs are fixed and others are variables. in this paper, by considering some inputs or outputs which are limited, their amounts must be integrated; this concept for integer data is extended. we show the importance of subject ...

The depth of the neural network is a vital factor that affects its performance. Recently a new architecture called highway network was proposed. This network facilitates the training process of a very deep neural network by using gate units to control a information highway over the conventional hidden layer. For the speech synthesis task, we investigate the performance of highway networks with ...

Higher levels of pollutants are observed in the residential area near the highway passing through Jalgaon urban center. The continuous exposure of the population to these higher levels of air pollutants leads in decrease in the lung capacity. Decline in the lung parameters FVC, FEV1, and PEFR are observed in the population residing in the area than the non-exposed population.

In this paper, we introduce a large-scale three-dimensional (3D) erasure network, where n wireless nodes are randomly distributed in a cuboid of nλ×nμ×nν with λ+μ+ν = 1 for λ, μ, ν > 0, and completely characterize its capacity scaling laws. Two fundamental path-loss attenuation models (i.e., exponential and polynomial power-law models) are used to suitably model an erasure probability for packe...

Intelligent vehicle platoon driving is a process of the flexible formation based on the coordination between vehicle and highway in the intelligent vehicle-highway system, which can increase the controllability of traffic, simplify the complexity of traffic control, and ease the traffic pressure. It has been constructed that the intelligent vehicle platoon driving simulation experiment system u...

Intelligent vehicle platoon driving is a process of flexible control based on the coordination between vehicle and highway in intelligent vehicle-highway system. It can improve the velocities and reduce the spacing between vehicles in the platoon, thus, to improve road capacity and road safety. It is the most important for developing intelligent vehicle-highway system to construct intelligent v...