TABLE 5.
Comparative table of algorithms used in optimization and strategic planning.
| Authors | Technologies/Algorithm | Industry/Application |
|---|---|---|
| Guo et al. (2023) | Q-Learning - Deep Q-Learning | Disassembly Lines |
| Lee et al. (2022) | Disassembly Sequence Planning (DSP) | Task Planification |
| Qu et al. (2023) | Deep Deterministic Policy Gradient (DDPG) - Delayed Updates - Adam Optimizer | Robotic disassembly operations |
| Çil et al. (2020) | Mixed-Integer Linear Mathematical Model, Ant Colony Optimization | Robotic disassembly line balancing problem (RDLBP) |
| Laili et al. (2022) | Dual-Selection Multiobjective Evolutionary Algorithm (DS-MOEA) | Sequence Planning |
| Hartono et al. (2022) | Bees Algorithm | Disassembly plans |
| Ramírez et al. (2020) | HCA, GA, CGA | Disassembly plans |
| Lambert (2003) | Component-oriented, Product-oriented, Hierarchical tree, Reverse logistics approaches | Sequence Planning |
| Zhou et al. (2019) | Nature-inspired heuristic algorithms (NIHA) - Linear Programming Methods (LPM) - Rule-Based Methods (RBM) - Stochastic Simulation (SSI) | Sequence Planning |
| Zhang et al. (2014) | Fuzzy-rough set mapping | Parallel disassembly – Sequence Planning |
| Ming et al. (2019) | Mixed-Integer Programming Model, Task Precedence Diagram | Multi-Robotic Disassembly Line |
| Xu et al. (2023) | Multi-Objective Discrete Brainstorming Optimizer | Robotic Disassembly Line Balancing |