New Frontiers in Information and Production Systems Modelling and Analysis

Incentive Mechanisms, Competence Management, Knowledge-based Production
Herausgegeben:Rózewski, Przemyslaw; Novikov, Dmitry; Bakhtadze, Natalia; Zaikin, Oleg

• Gebundenes Buch

Produktbeschreibung

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.

Produktdetails

• Intelligent Systems Reference Library 98
• Verlag: Springer / Springer International Publishing / Springer, Berlin
• Artikelnr. des Verlages: 978-3-319-23337-6
• 1st ed.
• Seitenzahl: 280
• Erscheinungstermin: 4. November 2015
• Englisch
• Abmessung: 241mm x 160mm x 21mm
• Gewicht: 532g
• ISBN-13: 9783319233376
• ISBN-10: 3319233378
• Artikelnr.: 43287943

Inhaltsangabe

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.

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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.