The use of multi-objective genetic algorithm (MOGA) in optimizing and predicting weld quality

The search for acceptable optimal or near-optimal weld process parameters through the application of suitable optimization technique cannot be over emphasized, as this will help prevent weld defect...

[1]  Mitsuo Gen,et al.  Genetic algorithms and engineering optimization , 1999 .

[2]  P. Ixtaina,et al.  Glare by Light Emitting Diode (LED) vehicle traffic signals , 2015 .

[3]  R. K. Ursem.  Multi-objective Optimization using Evolutionary Algorithms , 2009 .

[4]  Radosław Winiczenko,et al.  Effect of friction welding parameters on the tensile strength and microstructural properties of dissimilar AISI 1020-ASTM A536 joints , 2015 .

[5]  Davi Sampaio Correia,et al.  Comparison between genetic algorithms and response surface methodology in GMAW welding optimization , 2005 .

[6]  M. Hashmi,et al.  Effect of laser welding parameters on the heat input and weld-bead profile , 2005 .

[7]  Tarasankar DebRoy,et al.  Tailoring gas tungsten arc weld geometry using a genetic algorithm and a neural network trained with convective heat flow calculations , 2007 .

[8]  S. O. Sada.  Optimization of weld strength properties of tungsten inert gas mild steel welds using the response surface methodology , 2018, Nigerian Journal of Technology.

[9]  Prasad K. Yarlagadda,et al.  Meeting challenges in welding of aluminium alloys through pulse gas metal arc welding , 2005 .

[10]  Cemal Meran,et al.  Prediction of the optimized welding parameters for the joined brass plates using genetic algorithm , 2006 .

[11]  K. Prakasan,et al.  EXPERIMENTAL INVESTIGATIONS ON OPTIMIZATION OF ULTRASONIC WELDING PARAMETERS FOR COPPER TO BRASS JOINTS USING RESPONSE SURFACE METHOD AND GENETIC ALGORITHM , 2012 .

[12]  D. Vijayan,et al.  Multi Objective Process Parameters Optimization of Friction Stir Welding using NSGA – II , 2018, IOP Conference Series: Materials Science and Engineering.

[13]  Angus R. Simpson,et al.  Genetic algorithms compared to other techniques for pipe optimization , 1994 .

[14]  R. Karppi,et al.  The application of electron beam welding for the joining of dissimilar metals: an overview , 1996 .

[15]  Pietro Mario Lugarà,et al.  Comparison of two different nozzles for laser beam welding of AA5083 aluminium alloy , 2005 .

[16]  V. N. Gaitonde,et al.  Genetic algorithm-based burr size minimization in drilling of AISI 316L stainless steel , 2008 .