Noniterative Coordination in Multilevel Systems by Todor Stoilov

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Summary

Multilevel decision theory arises to resolve the contradiction between increasing requirements towards the process of design, synthesis, control and management of complex systems and the limitation of the power of technical, control, computer and other executive devices, which have to perform actions and to satisfy requirements in real time.

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Noniterative Coordination in Multilevel Systems by Todor Stoilov

Multilevel decision theory arises to resolve the contradiction between increasing requirements towards the process of design, synthesis, control and management of complex systems and the limitation of the power of technical, control, computer and other executive devices, which have to perform actions and to satisfy requirements in real time. This theory rises suggestions how to replace the centralised management of the system by hierarchical co-ordination of sub-processes. All sub-processes have lower dimensions, which support easier management and decision making. But the sub-processes are interconnected and they influence each other. Multilevel systems theory supports two main methodological tools: decomposition and co-ordination. Both have been developed, and implemented in practical applications concerning design, control and management of complex systems. In general, it is always beneficial to find the best or optimal solution in processes of system design, control and management. The real tendency towards the best (optimal) decision requires to present all activities in the form of a definition and then the solution of an appropriate optimization problem. Every optimization process needs the mathematical definition and solution of a well stated optimization problem. These problems belong to two classes: static optimization and dynamic optimization. Static optimization problems are solved applying methods of mathematical programming: conditional and unconditional optimization. Dynamic optimization problems are solved by methods of variation calculus: Euler- Lagrange method; maximum principle; dynamical programming.
SKU Unavailable
ISBN 13 9780792358794
ISBN 10 0792358791
Title Noniterative Coordination in Multilevel Systems
Author Todor Stoilov
Series Nonconvex Optimization And Its Applications
Condition Unavailable
Binding Type Hardback
Publisher Kluwer Academic Publishers
Year published 1999-08-31
Number of pages 270
Cover note Book picture is for illustrative purposes only, actual binding, cover or edition may vary.