def run_moo(self):
# the actual range used by the algorithm is set here.
paras = [
discrete_interval(tuple(self.moo.root.exterior_wall_tuple)),
discrete_interval(tuple(self.moo.root.exterior_roof_tuple)),
discrete_interval(tuple(self.moo.root.exterior_window_tuple)),
tuple(self.moo.root.eastrate_tuple),
tuple(self.moo.root.westrate_tuple),
tuple(self.moo.root.southrate_tuple),
tuple(self.moo.root.northrate_tuple),
tuple(self.moo.root.direction_tuple),
tuple(self.moo.root.airchange_tuple),
discrete_interval(tuple(self.moo.root.cop_tuple)),
discrete_interval(tuple(self.moo.root.east_shading_tuple)),
discrete_interval(tuple(self.moo.root.west_shading_tuple)),
discrete_interval(tuple(self.moo.root.south_shading_tuple)),
discrete_interval(tuple(self.moo.root.north_shading_tuple)),
discrete_interval(
tuple(self.moo.root.infiltration_airchange_tuple))
]
"""Algorithm parameter"""
hyperparameter: Dict = {
"MUTATION_PARAM": int(self.moo.root.mutation_param_int),
"NUM_OF_GENERATIONS": int(self.moo.root.num_of_generation_int),
"NUM_OF_INDIVIDUALS": int(self.moo.root.num_of_individual_int),
"NUM_OF_TOUR_PARTICIPS": int(self.moo.root.num_of_tour_particps_int),
"CONCURRENCY": True,
"MAX_PROC": int(self.moo.root.max_proc_int)
}
"""other constants"""
constants: Dict = {
"FLOOR_HEIGHT": float(self.moo.root.floor_height_float),
"WINDOW_HEIGHT": float(self.moo.root.window_height_float),
"WINDOW_EDG_HEIGHT": float(self.moo.root.window_edge_height_float),
"HEATING_SETPOINT": float(self.moo.root.heating_setpoint_float),
"COOLING_SETPOINT": float(self.moo.root.cooling_setpoint_float),
"APMV_UPPER": float(self.moo.root.apmv_upper_float),
"APMV_LOWER": float(self.moo.root.apmv_lower_float)
}
"""path constants"""
paths: Dict = {
"WEATHER_FILE": str(self.moo.root.weather_file_str),
"IDF_FILE": str(self.moo.root.idf_file_str),
"OUTPUT_PATH": str(self.moo.root.output_path_str)
}
__import__('pprint').pprint(paras)
__import__('pprint').pprint(hyperparameter)
__import__('pprint').pprint(constants)
__import__('pprint').pprint(paths)
moo_run(paras, hyperparameter, constants, paths)
def main():
"""parameter"""
outerwall = discrete_interval((1, 10)) # yield 0-7
roof = discrete_interval((1, 9))
window = discrete_interval((1, 3))
easterate = (0.05, 0.3)
westrate = (0.05, 0.3)
southrate = (0.05, 0.3)
northrate = (0.05, 0.3)
direction = (0, 359)
airchange = (0, 39)
cop = (2.0, 3.5)
east_shading = discrete_interval((0, 1))
west_shading = discrete_interval((0, 1))
south_shading = discrete_interval((0, 1))
north_shading = discrete_interval((0, 1))
infiltration_air_change = discrete_interval(scale_interval(
(0.5, 1.0), 10)) # yield 5 - 10
# shading_direction = discrete_interval((1, 4)) # shading in east, west, south, north respectively.
paras = [
outerwall, roof, window, easterate, westrate, southrate, northrate,
direction, airchange, cop, east_shading, west_shading, south_shading,
north_shading, infiltration_air_change
]
"""Algorithm parameter"""
hyperparameter = {
"MUTATION_PARAM": 2,
"NUM_OF_GENERATIONS": 3,
"NUM_OF_INDIVIDUALS": 4,
"NUM_OF_TOUR_PARTICIPS": 2,
"CONCURRENCY": True,
"MAX_PROC": 4
}
"""other constants"""
shading_model_constants: Dict = {
"FLOOR_HEIGHT": 3,
"WINDOW_HEIGHT": 1.5,
"WINDOW_EDG_HEIGHT": 1,
"HEATING_SETPOINT": 18, # NOTE new param 2019-06-04
"COOLING_SETPOINT": 26
}
"""path constants"""
shading_model_paths: Dict = {
"WEATHER_FILE":
"../WeatherData/CHN_Chongqing.Chongqing.Shapingba.575160_CSWD.epw",
"IDF_FILE": "shading_model_6-0603-1.idf",
"OUTPUT_PATH": "temp/",
}
# main
moo(paras, hyperparameter, shading_model_constants, shading_model_paths)
def main():
"""parameter"""
outerwall = discrete_interval((1, 8)) # yield 0-7
roof = discrete_interval((1, 8))
window = discrete_interval((1, 3))
easterate = (0.05, 0.3)
westrate = (0.05, 0.3)
southrate = (0.05, 0.3)
northrate = (0.05, 0.3)
direction = (0, 359)
airchange = (0, 39)
cop = (2.0, 3.5)
paras = [outerwall, roof, window, easterate, westrate, southrate,
northrate, direction, airchange, cop]
"""Algorithm parameter"""
hyperparameter = {
"MUTATION_PARAM": 2,
"NUM_OF_GENERATIONS": 3,
"NUM_OF_INDIVIDUALS": 4,
"NUM_OF_TOUR_PARTICIPS": 2,
"CONCURRENCY": True,
"MAX_PROC": 4
}
"""other constants"""
jizhun_constants: Dict = {
"FLOOR_HEIGHT": 2.8,
"WINDOW_HEIGHT": 1.5,
"WINDOW_EDGT_HEIGHT": 1
}
"""path constants"""
jizhun_paths: Dict = {
"WEATHER_FILE": "./WeatherData/CHN_Chongqing.Chongqing.Shapingba.575160_CSWD.epw",
"IDF_FILE": "jizhun.idf",
"OUTPUT_PATH": "temp/",
}
# main
moo(paras, hyperparameter, jizhun_constants, jizhun_paths)