期刊
IEEE TRANSACTIONS ON RELIABILITY
卷 56, 期 1, 页码 148-157出版社
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TR.2006.884599
关键词
attacker's strategy; defense strategy; genetic algorithm; multi-state system; optimization; protection; separation; survivability; universal generating function
This paper presents a generalized model of damage caused to a complex multi-state series-parallel system by intentional attack. The model takes into account the defense strategy that presumes separation and protection of system elements. The defense strategy optimization methodology is suggested, based on the assumption that the attacker tries to maximize the expected damage of an attack. An optimization algorithm is presented that uses a universal generating function technique for evaluating the losses caused by system performance reduction, and a genetic algorithm for determining the optimal defense strategy. Illustrative examples of defense strategy optimization are presented.
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