A simulation and machine learning based optimization method for integrated pedestrian facilities planning and staff assignment problem in the multi-mode rail transit transfer station.
Hongxiang ZhangBisheng HeGongyuan LuYongjun ZhuPublished in: Simul. Model. Pract. Theory (2022)
Keyphrases
- optimization method
- machine learning
- optimization algorithm
- genetic algorithm
- optimization methods
- simulated annealing
- differential evolution
- optimization process
- simulation model
- particle swarm
- global optimum
- optimization procedure
- learning algorithm
- evolutionary algorithm
- machine learning algorithms
- metaheuristic
- transfer learning
- model selection
- hybrid algorithm
- quasi newton
- np hard
- nonlinear optimization
- computer vision
- machine learning methods
- pedestrian detection
- nelder mead simplex
- unsupervised learning
- pedestrian dynamics
- optimization strategy
- decision trees
- reinforcement learning
- multi objective
- object detection
- statistical methods
- high speed