A hysteretic chaotic neural network with the uncertain term is constructed.
A novel control strategy based on fuzzy sliding mode is proposed.
Fuzzy inference term can reduce the chattering on the sliding mode.
Function optimization problem is resolved by the hysteretic chaotic neural network.