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. 2022 Nov 21;56(7):6101–6167. doi: 10.1007/s10462-022-10328-9

Table 6.

The details of the cited references in KPs

Ref. Optimization algorithm Application Convergence Complexity Scalability
Laabadi et al. (2020) Binary CSA 2D KP Low Low High
Bansal and Deep (2012) Binary PSO 0-1 KP & MKP Medium Low High
Agrawal et al. (2022a) NBGSK KP Fast Medium Medium
Li et al. (2020) Memetic Algorithm MKP Medium Low High
Tinós and Yang (2014) GA Dynamic KP Low Low High
Tlili and Krichen (2015) Modified PSO DLP Fast Low Medium
Zou and Chen (2019) Binary PSO Traffic-Electric Power Medium Low High
Rahim et al. (2016) GA Energy Management Low Low Medium
Zhai et al. (2021)

GA & Binary PSO

Binary DE & GTOA

HW/SW Partitioning Fast High Low
Hassan et al. (2021a) DBGSK Multi-Objective KP Medium Medium Medium