New Frontiers in Information and Production Systems Modelling and Analysis Incentive Mechanisms, Competence Management, Knowledge-based Production / [electronic resource] :
edited by Przemysław Różewski, Dmitry Novikov, Natalia Bakhtadze, Oleg Zaikin.
- 1st ed. 2016.
- XII, 268 p. online resource.
- Intelligent Systems Reference Library, 98 1868-4408 ; .
- Intelligent Systems Reference Library, 98 .
Teams.- Incentive Mechanisms for Multi-Agent Organizational Systems -- Optimal organizational structures for change management in production -- Knowledge-based models of nonlinear systems based on inductive learning -- Multiple criteria decision support system for tender consortium building within the cluster organization -- Guideline for MCDA method selection in production management area -- Declarative modelling driven approach to production orders portfolio prototyping -- A knowledge-based system for new product portfolio selection.
This book demonstrates how to apply modern approaches to complex system control in practical applications involving knowledge-based systems. The dimensions of knowledge-based systems are extended by incorporating new perspectives from control theory, multimodal systems and simulation methods. The book is divided into three parts: theory, production system and information system applications. One of its main focuses is on an agent-based approach to complex system analysis. Moreover, specialised forms of knowledge-based systems (like e-learning, social network, and production systems) are introduced with a new formal approach to knowledge system modelling. The book, which offers a valuable resource for researchers engaged in complex system analysis, is the result of a unique cooperation between scientists from applied computer science (mainly from Poland) and leading system control theory researchers from the Russian Academy of Sciences’ Trapeznikov Institute of Control Sciences.
9783319233383
10.1007/978-3-319-23338-3 doi
Computational intelligence. Artificial intelligence. Industrial engineering. Production engineering. Control engineering. Robotics. Automation. Game theory. Computational Intelligence. Artificial Intelligence. Industrial and Production Engineering. Control, Robotics, Automation. Game Theory.