CEC2013LSGO¶
Problem Difficulty Classification
Difficulty Mode |
Training Set |
Testing Set |
|---|---|---|
easy |
8, 9, 13-20 |
1-7, 10-12 |
difficult |
1-7, 10-12 |
8, 9, 13-20 |
Note: When difficulty is ‘all’, both training and testing sets contain all problems (1-20).
CEC2013LSGO proposes 15 large-scale benchmark problems to represent a wider range of realworld large-scale optimization problems.
paper:
“Benchmark functions for the CEC 2013 special session and competition on large-scale global optimization.” gene 7.33 (2013): 8.Code Resource: CEC2013LSGO
Problem Suite Composition:
CEC2013LSGO contains four major categories of large-scale problems:Fully-separable functions (F1-F3)
Two types of partially separable functions:
Partially separable functions with a set of non-separable subcomponents and one fully-separable subcomponents (F4-F7)
Partially separable functions with only a set of non-separable subcomponents and no fullyseparable subcomponent (F8-F11)
Two types of overlapping functions:
Overlapping functions with conforming subcomponents (F12-F13)
Overlapping functions with conflicting subcomponents (F14)
Fully-nonseparable functions (F15)
Except for F13 and F14, which are 905-dimensional, the dimensions of other problems are 1000.