Table 12 Comparison of TOPSIS and Hybrid TOPSIS–GOA Results with Confirmatory Experiment Data.

From: Surface integrity and kerf quality improvement in laser beam machining of Nimonic C-263 by hybrid TOPSIS–grasshopper optimization approach

Method

A (w)

B (m/min)

C (bar)

D (mm)

Kerf taper (θ°)

Kerf width (mm)

Surface roughness Ra (µm)

HAZ (µm)

Closeness coefficient (Ci*)

Overall improvement

TOPSIS

1600

1

10

− 5

3.186

0.526

4.09

142.11

0.725

 

TOPSIS-based GOA

1600

0.5

10

− 5

3.012

0.510

3.98

130.5

0.734

 

% improvement

    

5.46%

3.04%

2.69%

8.17%

 

4.84%