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nr 2
203-208
EN
The article analyses suitability of basic probability functions applied to production time scheduling. It points out relatively favourable approximation of normal distribution by a trapezoidal function within probability range applicable to production time scheduling which is suitable for shortening time of computation by a computer and adequate software application.
2
Content available remote Matematický software Matlab
88%
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2008
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tom 1
31-36
EN
This paper deals with the Matlab software, it’s features and basics. Matlab is a numerical computing environment useful for both simple computing and intensive supercomputing. It has a specific programming language, providing the user with a wide variety of functions and flow control statements. It is widely spread in the academic and commercial world and is probably the most preffered mathematical software.
3
Content available Artificial Life. Biologically-inspired algorithms
88%
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nr 4
EN
This article presents Artificial Life, an interdisciplinary field of study that helps understand life on Earth (life as we know it) and other, possible kinds of life (as it could be). Artificial Life research builds models of life and synthesizes related phenomena and processes in all currently available media – software, hardware and wetware. The first part of this work focuses on Artificial Life as a research field. In the second part, three exemplary computer science algorithms are shown that are inspired by biological processes. These are evolutionary and coevolutionary algorithms, swarm intelligence and ant algorithms, and artificial immune systems. The final part of this work provides a number of reflections on the goals of Artificial Life research, human nature and limitations, and our problems with evaluating complex outcomes of digital life experimentation.
EN
Surface plasmon polaritons (SPP), electromagnetic waves coupled to collective free electron oscillations in metal, are of great interest in many fields of science and technology. This branch, which has recently undergone very rapid growth, gives hope to obtain new generation of very fast computer chips, produce more sensitive detectors, directly visualize fragile nanoobjects and design new metamaterials, which are responsible for interesting and counterintuitive phenomena such as reverse refraction and electromagnetic cloaking. The most interesting features and applications of SPP in various fields of technology are presented.
5
Content available remote Traffic Signal Control: a Double Q-learning Approach
63%
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tom Vol. 25
365--369
EN
The use of information and communication technologies for solving economic, social, transportation, and other problems in the urban environment is usually considered within the "smart city" concept. Optimal traffic management is one of the key components of smart cities. In this paper, we investigate the reinforcement learning approach to solve the traffic signal control problem. Both the initial data on the connected vehicles distribution and the aggregated characteristics of traffic flows are used to describe the state of the reinforcement learning agent. Experimental studies of the proposed model were carried out on synthetic and real data using the CityFlow simulator.
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