Cyber Intrusion Detection Based on a Mutative Scale Chaotic Bat Algorithm with Backpropagation Neural Network

Table 1

Related work summary.

Method	Problem
GA-BPNN adopted in paper [29] and paper [30]	GA-based BPNN is still plagued by issues like early maturation and delayed convergence
HS-BP adopted in paper [31]	Harmonic search (HS) algorithm requires constant updating of the HS repository, which leads to inefficiency
PSO-ABC adopted in paper [32]	The search performance of PSO-ABC is not robust against its neighborhood in the late iteration of the algorithm, and it cannot perform an effective local search, so a more accurate solution cannot be obtained