Table 2 Parameters and their values involved in the improved ant colony optimization algorithm.
Parameters | Values |
|---|---|
Maximum load capacity of the scraper \(V_{{{\text{max}}}}\)/\(m^{3}\) | 2.5 |
Weight coefficient of the inter-regional operation path optimization function \(\omega _{1}\) | 0.6 |
Weight coefficient of the inter-regional operation path optimization function \(\omega _{2}\) | 0.4 |
Pheromone weight factor \(\alpha\) | 2 |
Heuristic function weight factor \(\beta\) | 4 |
Maximum number of iterations \(k_{{{\text{max}}}}\)/times | 100 |
Constant \(Q_{1}\) | 2 |
Pheromone evaporation factor \(\rho\) | 0.5 |
Weight coefficient of pheromone evaporation factor \(\rho _{a}\) | 0.95 |
Minimum value of pheromone evaporation factor \(\rho _{{\min }}\) | 0.4 |
Pheromone intensity coefficient \(Q\) | 10 |
Upper limit of the pheromone \(\tau _{{{\text{max}}}}\) | 45 |
Lower limit of the pheromone \(\tau _{{\min }}\) | 2 |
Weight coefficient of the full-field precision operation path optimization function \(\upsilon _{1}\) | 0.3 |
Weight coefficient of the full-field precision operation path optimization function \({\mathcal{V}}_{2}\) | 0.4 |
Weight coefficient of the full-field precision operation path optimization function \({\mathcal{V}}_{3}\) | 0.3 |