Coupling of artificial intelligence methods in the development of hybrid intelligent systems
Објеката
- Тип
- Рад у зборнику
- Верзија рада
- радна
- Језик
- енглески
- Креатор
- Ranka Stanković, Ivan Obradović, Nikola Lilić
- Извор
- X Kongres Matematičara
- Издавач
- Matematički fakultet, Beograd
- Датум издавања
- 2001
- Сажетак
- In this paper we present an approach which couples various artificial intelligence (AI) methods in the solution of complex problems that cannot adequately be solved by a single AI method. We argue that the resulting, hybrid intelligent systems (HIS) can be successfully implemented with the use of available AI software libraries. Different coupling methods are analyzed and a classification of hybrid systems based on the chosen method is given. Two case studies of hybrid systems used in mining engineering are presented: a system for planing and analysis of mine ventilation, as an example of intercommunicating hybrid systems, and a system for the analysis of area air pollution load, with characteristics of both function-replacing and intercommunicating hybrid systems
- Subject
- hibridni inteligentni sistemi, spregnuti sistemi, metode veštačke inteligencije, rudarske primene veštačke inteligencije
- hybrid intelligent systems, coupled systems, artificial intelligence methods, mining applications of artificial intelligence
- Шира категорија рада
- М60
- Ужа категорија рада
- М63
- Права
- Отворени приступ
- Лиценца
- Creative Commons – Attribution-Share Alike 4.0 International
- Формат
Ranka Stanković, Ivan Obradović, Nikola Lilić. "Coupling of artificial intelligence methods in the development of hybrid intelligent systems" in X Kongres Matematičara, Matematički fakultet, Beograd (2001)
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