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A software for distributed neural network training is introduced here. The introduced software named NeuralGenesis implements a client — server model for parallel genetic algorithms with custom features such as: an enhanced stopping rule, an advanced mutation scheme and periodical application of a local search procedure. The software is coded in Qt5 for portability reasons and it is freely available...
Information security of industrial control systems (ICS) is increasingly critical and as a key part of the ICS, the industrial supervisory control configuration software has a great impact on the ICS information security. Accordingly, the current information security issues of the industrial supervisory control configuration software, such as low security protection level, quantities of vulnerabilities,...
Intrusion detection systems are systems that prevent or slow the serving of different types of server data traffic caused by intensive use of networks that spread by internet. Particularly in recent years, because of increase in data density, need for these systems is increased thus different detection algorithms are being developed. In this study, information about the different detection algorithms...
Creating knowledge tests in academic institutions is a procedure that is frequently repeated, and which requires examiner's effort and significant time invested. The procedure is complex and demands objectivity of the examiner, test consistency and reliability. Automating the procedure can improve objectivity and facilitate the process to the examiner. This paper analyses potential of the proposed...
In order to obtain high productivity industrial automatic storage systems should complete the storage tasks in minimum of time with the maximum of performance. Optimization is the key point of this problem. This paper proposes a method for intelligent storage system, which optimizes the storing process by deciding the optimum slot that an object will occupy in a warehouse. Depending on the weight,...
Cloud computing is a latest new computing paradigm where applications, data and IT services are provided over the Internet. Cloud computing has become a main medium for Software as a Service (SaaS) providers to host their SaaS as it can provide the scalability a SaaS requires. The challenges in the composite SaaS placement process rely on several factors including the large size of the Cloud network,...
Refactoring is a commonly accepted technique to improve the structure of object oriented software. The paper presents a multi-objective approach to the Entity Refactoring Set Selection Problem (ERSSP) by treating the cost constraint as an objective and combining it with the effect objective. The results of the proposed weighted objective genetic algorithm on a experimental didactic case study are...
Using an in-house developed software the signal level, the best server cells, and the amount of interference using standard propagation models are determined in a cellular environment. The program is also able to assign the frequency channels automatically to the TRXs taking into account the carrier to interference and the traffic distribution using a genetic algorithm. In this paper, the cost function...
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