Research Article

Estimation of Distribution Algorithm Using Correlation between Binary Elements: A New Binary-Code Metaheuristic

Table 1

Summary of CEC2015 learning-based functions.

NumberFunctions

Unimodal functions1Rotated high conditioned elliptic function100
2Rotated Cigar function200

Simple multimodal functions3Shifted and rotated Ackley’s function300
4Shifted and rotated Rastrigin’s function400
5Shifted and rotated Schwefel’s function500

Hybrid functions6Hybrid function 1 ()600
7Hybrid function 2 ()700
8Hybrid function 3 ()800

Composition functions9Composition function 1 ()900
10Composition function 2 ()1000
11Composition function 3 ()1100
12Composition function 4 ()1200
13Composition function 5 ()1300
14Composition function 6 ()1400
15Composition function 7 ()1500