Overlapping vs partitioning in block-iteration methods: Application in large-scale system theory

Abstract The concept of overlapping decomposition in splitting theory is introduced. Matrix splitting, Hamiltonian operator splitting and Riccati operator splitting are successively considered for the case of block-overlapping and are compared with classical corresponding splitting methods based on block-partitioning. Numerical simulations are given. Overlapping decomposition is shown to succeed where classical partitioning decomposition fails.

[1]  Krzysztof Malinowski,et al.  Controllability and observability of expanded systems with overlapping decompositions , 1985, Autom..

[2]  M. Hassan,et al.  An iterative overlapping decomposition approach to parameter estimation , 1986, 1986 25th IEEE Conference on Decision and Control.

[3]  J. Gillis,et al.  Matrix Iterative Analysis , 1961 .

[4]  Ikeda,et al.  Overlapping decompositions, expansions, and contractions of dynamic systems , 1979 .

[5]  Kai-ching Chu Comparison of Information Structures in Decentralized Dynamic Systems , 1976 .

[6]  P. Kokotovic,et al.  Control strategies for decision makers using different models of the same system , 1978 .

[7]  D. Siljak,et al.  Decentralized control with overlapping information sets , 1981 .

[8]  Alan Jennings,et al.  Matrix Computation for Engineers and Scientists , 1977 .

[9]  N. Sandell Decomposition vs. decentralization in large-scale system theory , 1976, 1976 IEEE Conference on Decision and Control including the 15th Symposium on Adaptive Processes.

[10]  R. Varga,et al.  Block diagonally dominant matrices and generalizations of the Gerschgorin circle theorem , 1962 .

[11]  Olle I. Elgerd,et al.  Electric Energy Systems Theory: An Introduction , 1972 .

[12]  Petar V. Kokotovic Subsystems, Time Scales and Multimodeling , 1980 .

[13]  M. Mesarovic,et al.  Theory of Hierarchical, Multilevel, Systems , 1970 .

[14]  Douglas P. Looze,et al.  Hierarchical control of weakly-coupled systems , 1982, Autom..

[15]  Louis A. Hageman,et al.  Iterative Solution of Large Linear Systems. , 1971 .