Table 3. Summary of the big data analytics in search methods and optimization theory.
| Paper | AI technique | Scalability | Efficiency | Precision | Privacy |
|---|---|---|---|---|---|
| Alkurd, Abualhaol & Yanikomeroglu (2020) | Evolutionary multi-objective algorithm | X | √ | X | X |
| Ding et al. (2020) | Particle Swarm Optimization (PSO) | √ | √ | √ | X |
| Yun et al. (2019) | Simultaneous perturbation stochastic approximation | X | √ | √ | X |
| Li et al. (2016) | Chance-constrained optimization | X | √ | X | X |
| Tayal & Singh (2018) | Meta-heuristic approach based on firefly and chaotic simulated annealing | X | √ | X | X |