results_writer2 = csv.writer(csv_results2,
lineterminator='\n',
delimiter=',',
quotechar='"',
quoting=csv.QUOTE_NONNUMERIC)
results_writer2.writerow([
"Runs", "Sim_Length", "Hold Time", "Requests Per Hour", "Demand Type",
"Area Size", "Opt Method", "Fleet Size", "Mean Wait Pick", "% Empty",
"% Reassign", "Fleet Util", "#Served", "#inVeh", "#Assgnd", "#Unassgnd"
])
for i_run in range(7, 8):
for j_fleet_size in fleet_size:
# generate fleet
Init.generate_fleet(area_size[0], j_fleet_size, Set.veh_capacity)
for k_hold_for in hold_for:
for m_opt_method in opt_methods:
print(
"run #:",
i_run,
" demand type:",
"Taxis",
)
print("fleet size:", j_fleet_size, " hold for:", k_hold_for,
" Opt Method:", m_opt_method)
# run simulation
results = Main.main(k_hold_for,
Set.t_max,
Set.time_step,
m_opt_method,
"#inVeh", "#Assgnd", "#Unassgnd"
])
#######################################################################################################################
# Loop Through Simulations
#######################################################################################################################
for k_assign_int in assign_intervals:
for r_relocat_int in relocate_intervals:
for d_xyt_string in xyt_strings:
for m_opt_method in opt_methods:
for rr_relocate_method in relocate_methods:
for j_fleet_size in fleet_sizes:
results_run = []
for i_run in range(0, 1):
# generate fleet
Init.generate_fleet(0.0, j_fleet_size,
Set.veh_capacity)
print("run #:", i_run, " Space_temp Aggregation:",
d_xyt_string)
print("fleet size:", j_fleet_size, " assign int:",
k_assign_int, " Opt Method:", m_opt_method)
results = Main.main(k_assign_int,
r_relocat_int,
Set.t_max,
Set.time_step,
m_opt_method,
rr_relocate_method,
Set.veh_speed,
i_date,
True,
for q_area_size in area_size:
for m_opt_method in opt_methods:
for j_fleet_size in fleet_size:
jj_fleet_size = j_fleet_size + int(
((q_area_size / 5280.0) - 4.0) * 25)
results_run = []
for i_run in range(0, 15):
# generate random demand
Init.generate_demand(
Set.t_max, a_demand_rate, q_area_size,
Set.max_group_size, p_demand_type,
False) # taxi = False
# generate fleet
Init.generate_fleet(
q_area_size, jj_fleet_size,
Set.veh_capacity)
print("run #:", i_run, " demand rate:",
a_demand_rate, " demand type:",
p_demand_type, " area size:",
q_area_size / 5280)
print("fleet size:", jj_fleet_size,
" hold for:", k_assign_int,
" Opt Method:", m_opt_method)
results = Main.main(
k_assign_int, r_relocat_int, Set.t_max,
Set.time_step, m_opt_method,
relocate_method, Set.veh_speed, 0)
results_run.append(results)
