|
| Types of algorithms | Single objective | Multiobjective |
|
| Evolutionary algorithms (EA) [6] | Genetic algorithm (GA) [7] | NSGA II [2, 8] |
| Genetic programming (GP) [9] | Multiobjective GP [10] |
| Differential evolution (DE) [11] | Multiobjective DE [12] |
| Evolutionary strategy (ES) [13] | Multiobjective ES [14] |
|
| Bio-inspired algorithms (BIA) | Artificial immune system (AIS) algorithm [15] | Multiobjective AIS [16] |
| Bacterial foraging algorithm (BFA) [17] | Multiobjective BFA [18] |
| Dendritic cell algorithm (DCA) [19] | |
| Krill herd algorithm (KHA) [20] | |
|
| Physical algorithms | Simulated annealing (SA) [21] | Multiobjective SA |
| Memetic algorithm (MA) [22] | Multiobjective MA |
| Shuffled frog-leaping algorithm [23] | Multiobjective SFA |
|
| Swarm intelligence (SI) | Ant colony optimization (ACO) [24] | Multiobjective ACO |
| Particle swarm optimization (PSO) [25] | Multiobjective PSO [1] |
| Artificial bee colony (ABC) [26] | Multiobjective ABC |
| Fish swarm algorithm (FSA) [27] | Multiobjective FSA |
| Grey wolf optimizer (GWO) [28] | |
| Dragonfly algorithm (DA) [29] | |
|
| Other nature-inspired algorithms | Firefly algorithm [30] | Multiobjective firefly [31] |
| Whale optimization algorithm (WOA) [32] | |
| Gravitational search algorithm [33] | Multiobjective GSA |
| Bat algorithm (BA) [34] | Multiobjective Bat |
| Cuckoo search algorithm (CSA) [35] | Multiobjective cuckoo |
| Cat swarm algorithm (CSA) [36] | Multiobjective CSO |
|
| Human behavior-inspired algorithms | Harmony search (HS) [37] | Multiobjective HS [38] |
| Tabu search (TS) [39] | Multiobjective TS [40] |
| Parameter adaptive harmony search (PAHS) [41] | Multiobjective PAHS [41] |
| Group search optimizer (GSO) [42] | Multiobjective GSO |
| Exchange market algorithm (EMA) [43] | Multiobjective EMA |
| Imperialist competitive algorithm (ICA) [44] | Multiobjective ICA |
| Soccer league competition algorithm (SLCA) [45] | Multiobjective SLCA |
| League championship algorithm (LCA) [46] | Multiobjective LCA |
| Social-based algorithm (SBA) [47] | Multiobjective SBA |
| Firework algorithm (FA) [48] | Multiobjective FA |
| Colliding bodies optimization (CBO) [49] | Multiobjective CBO |
| Soccer league competition algorithm (SLCA) [45] | Multiobjective SLCA |
| Interior search algorithm (ISA) [50] | Multiobjective ISA |
| Artificial ecosystem-based optimization (AEO) [51] | |
| Spiral optimization algorithm (SOA) [52] | |
| Adolescent identity search algorithm (AISA) [53] | |
|
