Abstract
This paper presents the hierarchic chaotic cellular networks for the hardware implementation of hyper-distributed hyper-parallel intelligent problem solving based on competitive wave propagation. By using the bifurcation and the synchronization of distributed chaotic dynamic systems, and by improving the Chua’s circuit, the mechanism and the algorithms of heuristic search of an implicit AND/OR graph are realized in a hyper-distributed hyper-parallel environment. This paper’s approach has many advantages in comparison with other traditional systolic structures based on symbolic logic algorithms.
Similar content being viewed by others
References
Shuai D X. Synchronous-homogeneous concurrent propagation mechanism of competitive waves for hyper-distributed hyper-parallel AI processing. InProc. of IEEE MFI’ 1996, Washington, USA, pp. 312–319.
Shuai D X. Asynchronous superimposition mechanisms of concurrent competitive waves for hyper-distributed hyper-parallel heuristic problem solving.Journal of Computer Science and Technology, 1997, 12(4): 330–336.
Shuai D X. New heuristic distributed parallel algorithms for searching and planning.Journal of Computer Science and Technology, 1995, 10(2): 312–322.
Shuai D X, Watanabe Y. New approach to real-time heuristic search based on wave concurrent propagations and neural networks.IEICE Trans. Fundament. of Electron., Commun., Comp. Sci., 1994, E77-A(11): 1831–1839.
Shuai D X. New hyper-distributed hyper-parallel AI approach based on chaotic bifurcation and synchronization. InProc. IEEE MFI’ 94, 1994, Las Vegas, USA, pp. 410–416.
Chua L O, Yang L.. Cellular neural networks theory.IEEE Trans. Circuits and Systems 1988, 15: 1257–1272.
Ogorzalek M J. Taming Chaos — Part I: Synchronization, Part II: Control.IEEE Trans. Circuits and Systems, 1993, 20(10): 693–706.
Chua L O, Yang L, Kneg K R. Signal processing using cellular neural networks.J. VLSI Signal Processing, 1991, 3: 25–51.
Shuai D X. Current competitive waves approach to hyper-distributed hyper-parallel AI processing.Journal of Computer Science and Technology, 1997, 12(6): 543–554.
Author information
Authors and Affiliations
Additional information
Supported by the National Natural Science Foundation of China and the ‘863’ High-Tech Programme of China under the grant No.5120402.
For the biography ofShuai Dianxun please refer to p.336, No.4, Vol.12 of this Journal
Rights and permissions
About this article
Cite this article
Shuai, D. Hyper-distributed hyper-parallel implementation of heuristic search of implicit AND/OR graph. J. of Comput. Sci. & Technol. 12, 532–542 (1997). https://doi.org/10.1007/BF02947205
Received:
Revised:
Issue Date:
DOI: https://doi.org/10.1007/BF02947205