Research Article

An Algorithmic Framework for Multiobjective Optimization

Table 1

Developments of MO optimization in industrial applications.

ReferenceApplication Technique

Aguirre et al., 2004 [50]A field programmable transistor array (FPTA)Inverted shrinkable Pareto archived evolution strategy (ISPAES)
Reddy and Kumar, 2007 [51]“Truss design (Palli, et al., 1999 [52])” “I-beam design (Yang et al., 2002 [53])” “Welded beam design (Deb et al., 2000 [54])” MO particle swarm optimization (MOPSO)
Kusiak et al., 2010 [55]HVACMOPSO
Van Sickel et al., 2008 [56]Control optimization for power plantMultiobjective evolutionary programming (MOEP) and MOPSO
Heo et al., 2006 [57]Control optimization for fuel power plantPSO variants
Song and Kusiak, 2010 [58]Temporal process optimization Hybrid data mining (DM) and evolutionary strategy algorithm
Gunda and Acharjee, 2011 [59]Economic/environmental dispatch problem Pareto frontier DE (PFDE)
King et al., 2005 [60]Power generationNSGA-II
Kehinde et al., 2010 [61]Economic/environmental dispatch Hybrid convergence accelerator and the NSGA-II (Adra et al., 2009 [62])
El-Wahed et al., 2008 [63]Economic/environmental dispatch Hybrid ant colony optimization (ACO) and the modified SIMPLEX method
Abido, 2003 [64]Economic/environmental dispatch Hybrid NSGA hierarchy clustering algorithm and the fuzzy theory
Ganesan et al., 2011 [65]Mould systems materials engineering Hybrid NBI and GA
Sankararao and Gupta., 2007 [66]Industrial fluidized-bed catalytic cracking unitJumping gene MOSA or MOSA-Jg
Rajesh et al., 2000 [67]Steam reformer performance optimizationHybrid NSGA
Behroozsarand et al., 2009 [68]Optimization of an industrial autothermal reformerNSGA-II
Martinsa and Costa., 2010 [36]Optimization of a benzene production processMO simulated annealing (MOSA)
Salari et al., 2008 [37]Optimization of an ethane thermal cracking reactorNSGA-II
Fiandaca and Fraga, 2009 [38]Design optimization of pressure-swing adsorptionMultiobjective GA (MOGA)