Research Article

A Derivative-Free Affine Scaling LP Algorithm Based on Probabilistic Models for Linear Inequality Constrained Optimization

Table 2

Description of the large-dimension test problems.

ProblemnBoundedProblemnBounded

Rastrigin’s function50[−5.12, 5.12] 50Egg holder50[−512, 512] 50
100[−5.12, 5.12] 100100[−512, 512] 100
150[−5.12, 5.12] 150150[−512, 512] 150
200[−5.12, 5.12] 200200[−512, 512] 200
Schwefel’s function50[−512, 512] 50Rana’s function50[−500, 500] 50
100[−512, 512] 100100[−500, 500] 100
150[−512, 512] 150150[−500, 500] 150
200[−512, 512] 200200[−500, 500] 200
Stretch V sine wave function50[−10, 10] 50Keane’s function50[0, 10] 50
100[−10, 10] 100100[0, 10] 100
150[−10, 10] 150150[0, 10] 150
200[−10, 10] 200200[0, 10] 200