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For the difficult problem of multi-level, multi-node complicated causal network reasoning, the thesis puts forward the competition-based connectionist model resolving algorithm based on probabilistic causal network, the algorithm gives a good solution for fault diagnosis model based on the probabilistic causal network, and verifies the superiority and engineering utility for this arithmetic by solving...