Adaptive Sampling Immune Algorithm for Multi-Objective Probabilistic Optimization
Renchong Zhang,
Chunyan Pan,
Renmao Zhang
Abstract:In this paper, for a general type of multi-objective probabilistic optimization problem without any prior noisy information, which has an extensive engineering application background and needs to be solved urgently, we propose a small-population immune algorithm with adaptive sampling to solve. In the design. First, we design a small-population immune algorithm framework inspired by the response mechanism of adaptive immunity. Second, we design an adaptive sampling scheme that adaptively allocates an appropria… Show more
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