def run_experiments(machine_num, fixVN=0):
machine_dpath = opath.join(exp_dpath, 'm%d' % machine_num)
if not fixVN:
gen_cFile('CWL4')
from CWL4 import run as CWL4_run
assert opath.exists(machine_dpath)
gen_prmts(machine_dpath)
else:
gen_cFile('CWL4_fixVN')
from CWL4_fixVN import run as CWL4_run
prmt_dpath = opath.join(machine_dpath, 'prmt')
log_dpath = opath.join(machine_dpath, 'log')
sol_dpath = opath.join(machine_dpath, 'sol')
for path in [log_dpath, sol_dpath]:
if opath.exists(path):
shutil.rmtree(path)
os.mkdir(path)
problems_fpaths = [
opath.join(prmt_dpath, fn) for fn in os.listdir(prmt_dpath)
if fn.endswith('.pkl')
]
problems_fpaths.sort()
for fpath in problems_fpaths:
with open(fpath, 'rb') as fp:
prmt = pickle.load(fp)
problemName = prmt['problemName']
cwl_no = 4
etc = {
'solFilePKL':
opath.join(sol_dpath, 'sol_%s_CWL%d.pkl' % (problemName, cwl_no)),
'solFileCSV':
opath.join(sol_dpath, 'sol_%s_CWL%d.csv' % (problemName, cwl_no)),
'solFileTXT':
opath.join(sol_dpath, 'sol_%s_CWL%d.txt' % (problemName, cwl_no)),
'logFile':
opath.join(log_dpath, '%s_CWL%d.log' % (problemName, cwl_no)),
'itrFileCSV':
opath.join(log_dpath, '%s_itrCWL%d.csv' % (problemName, cwl_no)),
}
CWL4_run(prmt, etc)
import os.path as opath
import multiprocessing
import datetime, time
import csv, pickle
import numpy as np
from gurobipy import *
#
from _util_cython import gen_cFile
prefix = 'PD_IH'
gen_cFile(prefix)
from PD_IH import run as PD_IH_run
NUM_CORES = int(multiprocessing.cpu_count() * 0.8)
EPSILON = 0.00001
def write_log(fpath, contents):
with open(fpath, 'a') as f:
logContents = '\n\n'
logContents += '======================================================================================\n'
logContents += '%s\n' % str(datetime.datetime.now())
logContents += '%s\n' % contents
logContents += '======================================================================================\n'
f.write(logContents)
def itr2file(fpath, contents=[]):
if not contents:
if opath.exists(fpath):
os.remove(fpath)
import os.path as opath
import multiprocessing
import time
import pickle, csv
import datetime
import numpy as np
from gurobipy import *
#
from _util_cython import gen_cFile
#
gen_cFile('CWL4')
from CWL4 import write_log, itr2file, res2file
from CWL4 import generate_RMP
from CWL4 import NUM_CORES, EPSILON
prefix = 'PD_IH'
gen_cFile(prefix)
from PD_IH import run as PD_IH_run
from PD_IH import calc_travelTime
def LS_run(prmt, cwl_inputs):
T, cP, cC, _delta, t_ij = [
prmt.get(k) for k in ['T', 'cP', 'cC', '_delta', 't_ij']
]
#
pi_i, mu = [cwl_inputs.get(k) for k in ['pi_i', 'mu']]
C, sC, c0 = [cwl_inputs.get(k) for k in ['C', 'sC', 'c0']]
s_c = cwl_inputs['s_c']
mT = cwl_inputs['mT']
#