Research Article
Hybrid Electromagnetism-Like Algorithm for Dynamic Supply Chain Network Design under Traffic Congestion and Uncertainty
Table 1
A comparison of the recent related literature and our research (chronologically sorted).
| Author(s) | | MP | Uncertainty | DY | CN | MM | Network flow | Solution approach | DU | SU | FF | RF | CL |
|
Liu et al. [65] | 2010 | | ✓ | | | | | ✓ | | | LR | Rentizelas and Tatsiopoulos [66] | 2010 | ✓ | | | ✓ | | | ✓ | | | GA + SQP | Salema et al. [67] | 2010 | ✓ | | | ✓ | | | ✓ | ✓ | | CPLEX | Pishvaee and Torabi [23] | 2010 | | ✓ | | ✓ | | | | | ✓ | LINGO | Le and Lee [68] |
2013 | ✓ | | | ✓ | | ✓ | ✓ | | | LINGO | Bai et al. [69] | 2011 | ✓ | | | | ✓ | | ✓ | | | LPR + LRB | Mirzapour Al-e-hashem et al. [70] | 2011 | ✓ | | | ✓ | | | ✓ | | | LINGO | Georgiadis et al. [19] | 2011 | ✓ | ✓ | | ✓ | | | ✓ | | | CPLEX | Pishvaee et al. [71] | 2011 | | ✓ | | | | | | | ✓ | CPLEX | Chen and Fan [72] | 2012 | ✓ | ✓ | ✓ | | | | ✓ | | | DA | Wang et al. [73] | 2011 | ✓ | | | | | | ✓ | | | CPLEX | Kostin et al. [74] | 2012 | ✓ | | | ✓ | | ✓ | ✓ | | | SAA | Almansoori and Shah [75] | 2012 | | ✓ | | ✓ | | ✓ | ✓ | | | CPLEX | Bashiri et al. [76] | 2012 | ✓ | | | ✓ | | | ✓ | | | CPLEX | Wang and Watada [77] | 2012 | | ✓ | | | | | ✓ | | | PSO | Sadjady and Davoudpour [78] | 2012 | ✓ | | | | | ✓ | ✓ | | | LR | Vahdani et al. [79] | 2013 | ✓ | | | | | | | | ✓ | GAMS | Baghalian et al. [80] | 2013 | ✓ | ✓ | | | | | ✓ | | | LINGO | Cardoso et al. [21] | 2013 | | ✓ | | ✓ | | | ✓ | ✓ | | CPLEX | Ramezani et al. [25] | 2013 | | ✓ | ✓ | ✓ | | | ✓ | | | CPLEX | Hatefi and Jolai [81] | 2014 | | ✓ | | | | | ✓ | ✓ | | CPLEX | Jindal and Sangwan [82] | 2013 | ✓ | ✓ | ✓ | | | | | | ✓ | LINGO | Jouzdani et al. [7] | 2013 | | ✓ | | ✓ | ✓ | | ✓ | | | LINGO | Ramezani et al. [25] | 2013 | ✓ | ✓ | | | | | | | ✓ | SRA | Soleimani et al. [83] | 2013 | ✓ | | | ✓ | | | | | ✓ | GA | Yang and Liu [22] | 2015 | ✓ | ✓ | | | | | ✓ | | | MA | Hasani et al. [11] | 2014 | ✓ | ✓ | ✓ | ✓ | | | | | ✓ | MA + VNS | Jabbarzadeh et al. [84] | 2014 | | ✓ | ✓ | ✓ | | | ✓ | | | LINGO | Mousavi et al. [32] | 2014 | ✓ | | | ✓ | | | ✓ | | | Modified PSO | Osmani and Zhang [10] | 2014 | | ✓ | ✓ | ✓ | | | ✓ | | | SAA | Pishvaee et al. [5] | 2014 | | ✓ | ✓ | | | | | | ✓ | Benders Dec. | Boukherroub et al. [13] | 2015 | ✓ | ✓ | | | | | | ✓ | | GA | Sadjadi et al. [9] | 2014 | ✓ | ✓ | | | | | | ✓ | | MA | Shabani et al. [85] | 2014 | ✓ | | ✓ | ✓ | | | ✓ | | | CPLEX | Brandenburg [14] | 2015 | ✓ | | | ✓ | | | | | ✓ | GA + PSO | Dubey and Gunasekaran [12] | 2014 | ✓ | | | | | | | | ✓ | CPLEX | Brandenburg [14] | 2015 | ✓ | ✓ | | ✓ | | ✓ | ✓ | | | CPLEX | Boukherroub et al. [13] | 2015 | ✓ | | | ✓ | | ✓ | ✓ | | | CPLEX | Govindan et al. [15] | 2015 | | ✓ | | | | | ✓ | | | EMA + VNS | Pasandideh et al. [35] | 2015 | ✓ | ✓ | ✓ | ✓ | | | ✓ | | | NSGA-II | Current Research | | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | | | Hybrid EMAs |
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MP: multiple products, DU: demand uncertainty, SU: supply uncertainly, DY: dynamic model (multiple periods), CN: congestion, MM: multiple transportation modes, FF: forward network flow, RF: reverse network flow, and CL: closed-loop network.
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