DRL4DJSP

This is an implementation of the paper "A deep reinforcement learning model for dynamic job-shop scheduling problem with uncertain time"

Requirements

pip install -r requirements.txt

Name		Name	Last commit message	Last commit date
Latest commit History 7 Commits
.idea		.idea
all_data_set		all_data_set
data_set_rescheduling		data_set_rescheduling
data_set_rescheduling_gauss_time		data_set_rescheduling_gauss_time
data_set_rescheduling_uncertain_order		data_set_rescheduling_uncertain_order
data_set_rescheduling_uncertain_time		data_set_rescheduling_uncertain_time
data_set_rescheduling_uniform_time		data_set_rescheduling_uniform_time
data_set_sizes		data_set_sizes
data_set_spp		data_set_spp
params for rescheduling/net_param		params for rescheduling/net_param
solution_ppo-per		solution_ppo-per
time-trajectory-data		time-trajectory-data
应用数据集		应用数据集
README.md		README.md
convergence test - 中文.xlsx		convergence test - 中文.xlsx
convergence test.xlsx		convergence test.xlsx
draw-makespan-time.py		draw-makespan-time.py
gauss-time -相对值.xlsx		gauss-time -相对值.xlsx
gauss-time.xlsx		gauss-time.xlsx
gauss-time相对值-中文.xlsx		gauss-time相对值-中文.xlsx
gen_data_gauss_time.py		gen_data_gauss_time.py
gen_data_uniform_time.py		gen_data_uniform_time.py
requirements.txt		requirements.txt
uncertain-order.xlsx		uncertain-order.xlsx
uniform-time -相对值-中文.xlsx		uniform-time -相对值-中文.xlsx
uniform-time-相对值.xlsx		uniform-time-相对值.xlsx
uniform-time.xlsx		uniform-time.xlsx
绘制训练时间轨迹图.py		绘制训练时间轨迹图.py
调度面积奖励函数.xlsx		调度面积奖励函数.xlsx
静态调度实验结果.xlsx		静态调度实验结果.xlsx