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nexusstc/Compiling an Optimized Decision Tree for Dispatch Functions in Automatic Process Control System/f0bdf6656f19d3edd88172f8580f9b42.pdf
Compiling an Optimized Decision Tree for Dispatch Functions in Automatic Process Control System 🔍
G. V. Redreev; V. D. Chervenchuk; I. V. Chervenchuk; V. M. Pomogaev Springer Singapore : Imprint: Springer, SMART Automatics and Energy, 2022
英语 [en] · PDF · 0.2MB · 2022 · 🤨 其他 · nexusstc · Save
描述
Control systems for technological processes in the agro-industrial complex include the functions of dispatch control; the specificity of the tasks of dispatch control is that the algorithms for their solutions are difficult to programme using conventional means. As a tool for programming dispatching tasks, programming in the decision table language is best suited. The article proposes a heuristic algorithm for the formation of a decision tree with the least complexity index for a given logically complete and consistent decision table. This algorithm is developed on the basis of the sequential branching method, in which the row of the ternary matrix of the decision table corresponding to the minimum values of the parameter of the weighted sum of spaces and two additional row parameters, one of which is the parameter of the regulation of the structural scheme of the decision tree-from maximum stretched to balanced. The proposed tools for the automatic programming of dispatching tasks can be recommended for the design of automatic process control systems for various purposes.
备选标题
SMART automatics and energy : proceedings of SMART-ICAE 2021, Far Eastern Federal University, Vladivostok, Russian Federation, 7-8 October 2021
备选标题
SMART AUTOMATICS AND ENERGY : proceedings of smart icae 2021
备选作者
International Conference on SMART Automatics and Energy (2021 : Vladivostok, Russia)
备选作者
Solovev, Denis B.; Kyriakopoulos, Grigorios L.; Venelin, Terziev
备选作者
Denis B. Solovev; Grigorios L. Kyriakopoulos; Terziev Venelin
备选作者
Christopher K. Frantz; Saba Siddiki
备用出版商
Springer Nature Singapore Pte Ltd Fka Springer Science + Business Media Singapore Pte Ltd
备用版本
Smart Innovation, Systems and Technologies, 1st ed. 2022, Singapore, 2022
备用版本
Smart innovation, systems, and technologies, v. 272, Singapore :, 2022
备用版本
Smart innovation, systems and technologies, 272, S.l, 2022
备用版本
Springer Nature, Singapore, 2022
备用版本
Singapore, Singapore
备用版本
1st ed, S.l, 2022
备用版本
2, 20220224
元数据中的注释
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元数据中的注释
Referenced by: doi:10.2495/dne-v13-n2-208-220 doi:10.1016/j.procir.2016.08.011 doi:10.1007/s12532-018-0143-8 doi:10.1111/itor.12724 doi:10.1609/aaai.v33i01.33011624 doi:10.1088/1755-1315/624/1/012092 doi:10.1007/bf01069175 doi:10.1007/978-3-540-88693-8_44 doi:10.1145/1411304.1411311 doi:10.1109/72.963795 doi:10.1145/3097983.3098047 doi:10.1023/a:1022445500761 doi:10.1007/s10994-017-5633-9 doi:10.21685/2072-3016-2017-2-17 doi:10.1016/j.ifacol.2016.12.180 doi:10.35752/1991-2927-2019-2-56-4-14 doi:10.1109/fareastcon50210.2020.9271405 doi:10.1002/sys.21228 doi:10.2495/dne-v12-n4-525-537 doi:10.1051/matecconf/201712903022
备用描述
This book gathers selected papers presented at the International Conference on SMART Automatics and Energy (SMART-ICAE 2021), held in Far Eastern Federal University, Vladivostok, Russian Federation during 7–8 October 2021. The book will be useful for wide range of specialists in the field of designing innovative solutions and organizational measures that increase the efficiency of the use of industry technologies in their various manifestations. The issue is also of interest to scientific and engineering personnel engaged in the achievements and farsighted researches in the area of intellectual technology use for solving of real, applied tasks in various areas of industries and policies of nations and systems and for students and undergraduates studying “Power systems engineering and electrotechnics”, “Automatized systems”, “Managerial systems in power technologies”, etc., and postgraduate students in the corresponding branches of study.
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