Research Article

A Tent Marine Predators Algorithm with Estimation Distribution Algorithm and Gaussian Random Walk for Continuous Optimization Problems

Table 1

Descriptions of CEC2014 test suite.

TypeNo.Function name

Unimodal functions1Rotated high conditioned elliptic function100
2Rotated bent cigar function200
3Rotated discus function300

Multimodal functions4Shifted and rotated Rosenbrock’s function400
5Shifted and rotated Ackley’s function500
6Shifted and rotated Weierstrass function600
7Shifted and rotated Griewank’s function700
8Shifted Rastrigin’s function800
9Shifted and rotated Rastrigin’s function900
10Shifted Schwefel’s function1000
11Shifted and rotated Schwefel’s function1100
12Shifted and rotated Katsuura function1200
13Shifted and rotated HappyCat function1300
14Shifted and rotated HGBat function1400
15Shifted and rotated expanded Griewank’s plus Rosenbrock’s function1500
16Shifted and rotated expanded Schaffer’s F6 function1600

Hybrid functions17Hybrid function 1 (N = 3)1700
18Hybrid function 2 (N = 3)1800
19Hybrid function 3 (N = 4)1900
20Hybrid function 4 (N = 4)2000
21Hybrid function 5 (N = 5)2100
22Hybrid function 6 (N = 5)2200

Composite functions23Composition function 1 (N = 5)2300
24Composition function 2 (N = 3)2400
25Composition function 3 (N = 3)2500
26Composition function 4 (N = 5)2600
27Composition function 5 (N = 5)2700
28Composition function 6 (N = 5)2800
29Composition function 7 (N = 3)2900
30Composition function 8 (N = 3)3000
Search range: [−100,100]D