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Table 4 Mean value and standard deviation of the algorithms

From: A hybrid particle swarm optimization and harmony search algorithm approach for multi-objective test case selection

  

BMOPSO-CDR

BMOPSO-CDRHS

MBHS

NSGA-II

Flex

HV

0.736

0.888

0.882

0.791

  

(0.004)

(0.004)

(0.004)

(0.013)

 

GD

0.026

0.001

0.006

0.012

  

(0.003)

(4.1E-4)

(0.001)

(0.003)

 

IGD

0.023

0.001

0.003

0.017

  

(7.8E-4)

(4.5E-4)

(7.3E-4)

(0.002)

 

C

1.0

0.955

1.0

1.0

  

(0.0)

(0.104)

(0.0)

(0.0)

Grep

HV

0.657

0.821

0.823

0.712

  

(0.006)

(0.004)

(0.004)

(0.016)

 

GD

0.028

0.001

0.003

0.004

  

(0.003)

(4.1E-4)

(5.7E-4)

(0.001)

 

IGD

0.023

0.002

0.002

0.015

  

(0.001)

(5.1E-4)

(3.1E-4)

(2.4E-4)

 

C

1.0

0.963

0.990

1.0

  

(0.0)

(0.058)

(0.027)

(0.0)

Gzip

HV

0.821

0.976

0.973

0.888

  

(0.008)

(0.003)

(0.002)

(0.019)

 

GD

0.030

0.001

0.003

0.010

  

(0.004)

(3.3E-4)

(6.3E-4)

(0.003)

 

IGD

0.026

0.005

0.004

0.016

  

(0.001)

(0.002)

(0.001)

(0.002)

 

C

1.0

0.963

0.998

1.0

  

(0.0)

(0.056)

(0.006)

(0.0)

Sed

HV

0.698

0.908

0.905

0.769

  

(0.008)

(0.005)

(0.006)

(0.023)

 

GD

0.050

0.002

0.007

0.017

  

(0.006)

(0.002)

(0.002)

(0.006)

 

IGD

0.034

0.002

0.002

0.022

  

(0.001)

(0.001)

(4.5E-4)

(0.003)

 

C

1.0

0.957

0.995

1.0

  

(0.0)

(0.071)

(0.015)

(0.0)

Space

HV

0.809

0.965

0.947

0.856

  

(0.008)

(0.001)

(0.002)

(0.017)

 

GD

0.019

7.0E-4

0.003

0.002

  

(0.003)

(7.7E-5)

(0.001)

(7.4E-4)

 

IGD

0.018

0.003

0.001

0.018

  

(0.001)

(0.001)

(3.9E-4)

(0.001)

 

C

1.0

0.968

0.983

0.991

  

(0.0)

(0.024)

(0.018)

(0.031)

IS

HV

0.600

0.719

0.591

0.649

  

(0.005)

(4.0E-4)

(0.008)

(0.012)

 

GD

0.007

2.0E-4

0.002

8.4E-4

  

(4.2E-4)

(4.5E-4)

(4.4E-4)

(2.7E-4)

 

IGD

0.005

1.9E-4

0.005

0.005

  

(5.5E-4)

(1.9E-5)

(5.4E-4)

(0.001)

 

C

1.0

0.835

0.655

0.972

  

(0.0)

(0.030)

(0.054)

(0.058)

RS

HV

0.802

0.912

0.846

0.843

  

(0.005)

(3.7E-4)

(0.009)

(0.017)

 

GD

0.012

2.2E-4

0.002

0.001

  

(0.001)

(5.0E-5)

(7.0E-4)

(7.6E-4)

 

IGD

0.010

2.4E-4

0.002

0.012

  

(0.001)

(4.0E-5)

(2.5E-4)

(0.002)

 

C

1.0

0.667

0.661

0.982

  

(0.0)

(0.070)

(0.050)

(0.048)