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The Differential Evolution (DE) algorithm is a powerful and simple optimizer for solving various optimization problems … referred to as the self-competitive DE, has been employed for solving real-world optimization problems. Several DE algorithms … is used to investigate the effectiveness of the proposed strategy in solving real-world optimization problems. Simulation …
Persistent link: https://www.econbiz.de/10014433898
The Vehicle Routing Problem (VRP) has recently piqued the interest of researchers seeking to improve the efficiency and efficacy of the transportation system in distributing commodities. Many scholars have proposed using a heterogeneous fleet in vehicle routing to minimize distribution costs...
Persistent link: https://www.econbiz.de/10014336906
multi-agent decision problems and resolving optimization issues in dynamic multi-agent game decision-making. Firstly, the …
Persistent link: https://www.econbiz.de/10014532373
Whale Optimization Algorithm" (PWOA) to overcome the above-mentioned problem by combining Particle Swarm Optimization (PSO …) and Whale Optimization Algorithm (WOA). PSO's limitation in high-dimensional search spaces, characterized by slow …
Persistent link: https://www.econbiz.de/10014533321
from multiple location-allocation perspectives. We propose an optimization model for equitable accessibility to MRI … using the optimization model proposed in this study. …
Persistent link: https://www.econbiz.de/10013448598
the municipal garbage collection process. Vehicle Routing Problem (VRP) is a combinatorial optimization problem that aims … optimization problem of the Umraniye municipality with multiple heuristics and meta-heuristic algorithms like the nearest neighbor …
Persistent link: https://www.econbiz.de/10013448602
The cumulative scheduling problem has been traditionally represented using a discrete time formulation, incorporating the variable resource consumption of each job as decision variables. In our research, we aim to provide a more accessible approach to formulating a specific configuration of this...
Persistent link: https://www.econbiz.de/10014505214
This study proposes a modified Particle Swarm Optimization (PSO) algorithm based on Hummingbird Flight (HBF) patterns …
Persistent link: https://www.econbiz.de/10014505228
-Hard optimization problems, meaning that the best solution cannot be found within an acceptable time. Therefore, to handle this … optimization problem effectively, various alternative approaches based on either approximation or metaheuristic techniques have …
Persistent link: https://www.econbiz.de/10014505975
Although the practicability of using wavelet neural networks (WNNs) in nonlinear function approximation has been addressed extensively, selecting the optimal number of hidden nodes and their appropriate initial locations remains a great challenge for WNNs' initialization. The cuckoo search...
Persistent link: https://www.econbiz.de/10014506437