|
| Author | Disaster phase | Uncertain component | Model formulation | Solution technique |
|
| Sheu et al. [95] | Response phase
(resource allocation model) | Fuzziness of demand and supply | Integer programming and fuzzy linear programming | Hybrid fuzzy-optimization |
|
| Ahmadi et al. [31] | Preparation and response phase
(location-routing model) | Road destruction location due to earthquake | Mixed-integer nonlinear programming | Metaheuristic
(variable neighborhood search) coded in MATLAB |
|
| Yi and Kumar [78] | Response phase
(multicommodity network flow model) | Route reliability | Mixed-integer multicommodity network flow model | Metaheuristic
(ant colony optimization) |
|
| Vitoriano et al. [96] | Response phase
(relief distribution model) | Ransack probability of the link | Mixed-integer linear programming | Goal programming |
|
| Tzeng et al. [37] | Response phase
(relief distribution model) | Demand | Fuzzy multiobjective programming | Fuzzy programming |
|
| Chen et al. [42] | Response phase
(vehicle routing model) | — | Mixed-integer nonlinear programming | GIS based simulation |
|
| Wang et al. [72] | Response phase
(location-routing model) | Route reliability after earthquake | Mixed-integer nonlinear programming | Comparison of NSGA and NGDA algorithms using MATLAB |
|
| Jabbarzadeh et al. [33] | Response phase
(aid distribution model) | Blood demand | Mixed-integer nonlinear programming | Robust optimization |
|
| Liberatore et al. [43] | Recovery phase
(relief distribution model) | Route reliability and complete distribution without any loss | Mixed-integer nonlinear programming | RecHADS algorithm |
|
| Campbell et al. [32] | Response phase
(vehicle routing model) | — | Mixed-integer programming | Heuristic
(insertion and local search) |
|
| Sheu [38] | Response phase
(relief distribution model) | Effect of emotional contagion on the attitude of survivor | Mixed-integer linear programming | Structural equation modelling |
|
| Afshar and Haghani [39] | Response phase
(integrated supply chain model) | — | Mixed-integer programming | CPLEX |
|
| Huang et al. [79] | Response phase
(assessment routing model) | — | Integer programming | Tabu search heuristic coded in C++ |
|
| Bozorgi-Amiri et al. [36] | Preparation and response phase
(relief distribution model) | Demand and location of demand | Mixed-integer nonlinear programming | Robust stochastic optimization approach, compromise programming |
|
| Özdamar and Demir [64] | Preparation phase
(vehicle routing model) | — | Mixed-integer nonlinear programming | Hierarchical cluster and route heuristic |
|
| Lin et al. [40] | Response phase
(vehicle routing model) | — | Mixed-integer programming | Decomposition and assignment heuristic |
|
| Wohlgemuth et al. [34] | Response phase
(pickup and delivery model) | Demand | Mixed-integer linear programming | Tabu search heuristic |
|
| Vitoriano et al. [41] | Response phase
(relief distribution model) | Route reliability | Mixed-integer nonlinear programming | Goal programming |
|
| Shen et al. [35] | Response phase
(vehicle routing model) | — | Mixed-integer programming | Tabu search heuristic |
|
| Chiou and Lai [51] | Response phase
(shortest path, traffic assignment, and traffic control model) | Route reliability | Mixed-integer nonlinear programming | Fuzzy set theory and genetic algorithm |
|
| Berkoune et al. [71] | Response phase
(relief distribution model) | — | Mixed-integer programming | Genetic algorithm
(greedy heuristic, set enumeration heuristic) |
|
| Adıvar and Mert [52] | Response phase
(international disaster relief distribution model) | Meeting the needs on time | Mixed-integer linear programming | Fuzzy programming |
|
