Research Article

Restricted Boltzmann Machine-Assisted Estimation of Distribution Algorithm for Complex Problems

Table 1

Benchmark test problems.

ProblemFunctionDimensionProperty

F1Sphere6Multimodal
F2Rastrigrin10Very rugged
F3Ellipsoid10Unimodal
F4Schwefel 2.415Multimodal
F5Rosenbrock15Narrow valley
F6Step20Unimodal
F7Ackley20Rugged
F8Rastrigrin30Very rugged
F9Griewank30Rugged