From 4b0d40561c6197236095fa0b62e7522d023e7968 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?J=C3=A9r=C3=A9my=20Zurcher?= Date: Wed, 10 Jul 2013 00:31:37 +0200 Subject: Discrete : add 05-vehicle-routing assignment --- 05-vehicle-routing/data/vrp_101_10_1 | 102 ++++++++ 05-vehicle-routing/data/vrp_101_11_1 | 102 ++++++++ 05-vehicle-routing/data/vrp_101_11_2 | 102 ++++++++ 05-vehicle-routing/data/vrp_101_11_3 | 102 ++++++++ 05-vehicle-routing/data/vrp_101_11_4 | 102 ++++++++ 05-vehicle-routing/data/vrp_101_14_1 | 102 ++++++++ 05-vehicle-routing/data/vrp_101_14_2 | 102 ++++++++ 05-vehicle-routing/data/vrp_101_8_1 | 102 ++++++++ 05-vehicle-routing/data/vrp_121_7_1 | 122 +++++++++ 05-vehicle-routing/data/vrp_135_7_1 | 136 ++++++++++ 05-vehicle-routing/data/vrp_151_12_1 | 152 +++++++++++ 05-vehicle-routing/data/vrp_151_12_2 | 152 +++++++++++ 05-vehicle-routing/data/vrp_151_14_1 | 152 +++++++++++ 05-vehicle-routing/data/vrp_151_14_2 | 152 +++++++++++ 05-vehicle-routing/data/vrp_151_14_3 | 152 +++++++++++ 05-vehicle-routing/data/vrp_151_15_1 | 152 +++++++++++ 05-vehicle-routing/data/vrp_16_3_1 | 17 ++ 05-vehicle-routing/data/vrp_16_5_1 | 17 ++ 05-vehicle-routing/data/vrp_200_16_1 | 201 +++++++++++++++ 05-vehicle-routing/data/vrp_200_16_2 | 201 +++++++++++++++ 05-vehicle-routing/data/vrp_200_17_1 | 201 +++++++++++++++ 05-vehicle-routing/data/vrp_200_17_2 | 201 +++++++++++++++ 05-vehicle-routing/data/vrp_21_4_1 | 22 ++ 05-vehicle-routing/data/vrp_21_6_1 | 22 ++ 05-vehicle-routing/data/vrp_22_4_1 | 23 ++ 05-vehicle-routing/data/vrp_22_6_1 | 23 ++ 05-vehicle-routing/data/vrp_23_3_1 | 24 ++ 05-vehicle-routing/data/vrp_23_5_1 | 24 ++ 05-vehicle-routing/data/vrp_241_22_1 | 242 +++++++++++++++++ 05-vehicle-routing/data/vrp_253_27_1 | 254 ++++++++++++++++++ 05-vehicle-routing/data/vrp_256_14_1 | 257 +++++++++++++++++++ 05-vehicle-routing/data/vrp_262_25_1 | 263 +++++++++++++++++++ 05-vehicle-routing/data/vrp_26_8_1 | 27 ++ 05-vehicle-routing/data/vrp_301_28_1 | 302 ++++++++++++++++++++++ 05-vehicle-routing/data/vrp_30_3_1 | 31 +++ 05-vehicle-routing/data/vrp_30_4_1 | 31 +++ 05-vehicle-routing/data/vrp_31_9_1 | 32 +++ 05-vehicle-routing/data/vrp_321_30_1 | 322 +++++++++++++++++++++++ 05-vehicle-routing/data/vrp_324_16_1 | 325 +++++++++++++++++++++++ 05-vehicle-routing/data/vrp_33_3_1 | 34 +++ 05-vehicle-routing/data/vrp_33_4_1 | 34 +++ 05-vehicle-routing/data/vrp_33_5_1 | 34 +++ 05-vehicle-routing/data/vrp_361_33_1 | 362 ++++++++++++++++++++++++++ 05-vehicle-routing/data/vrp_36_11_1 | 37 +++ 05-vehicle-routing/data/vrp_386_47_1 | 387 ++++++++++++++++++++++++++++ 05-vehicle-routing/data/vrp_397_34_1 | 398 ++++++++++++++++++++++++++++ 05-vehicle-routing/data/vrp_400_18_1 | 401 +++++++++++++++++++++++++++++ 05-vehicle-routing/data/vrp_41_14_1 | 42 +++ 05-vehicle-routing/data/vrp_421_41_1 | 422 ++++++++++++++++++++++++++++++ 05-vehicle-routing/data/vrp_45_4_1 | 46 ++++ 05-vehicle-routing/data/vrp_481_38_1 | 482 ++++++++++++++++++++++++++++++++++ 05-vehicle-routing/data/vrp_484_19_1 | 485 +++++++++++++++++++++++++++++++++++ 05-vehicle-routing/data/vrp_48_4_1 | 49 ++++ 05-vehicle-routing/data/vrp_51_5_1 | 52 ++++ 05-vehicle-routing/data/vrp_5_4_1 | 7 + 05-vehicle-routing/data/vrp_72_4_1 | 73 ++++++ 05-vehicle-routing/data/vrp_76_10_1 | 77 ++++++ 05-vehicle-routing/data/vrp_76_10_2 | 77 ++++++ 05-vehicle-routing/data/vrp_76_14_1 | 77 ++++++ 05-vehicle-routing/data/vrp_76_14_2 | 77 ++++++ 05-vehicle-routing/data/vrp_76_15_1 | 77 ++++++ 05-vehicle-routing/data/vrp_76_7_1 | 77 ++++++ 05-vehicle-routing/data/vrp_76_7_2 | 77 ++++++ 05-vehicle-routing/data/vrp_76_8_1 | 77 ++++++ 05-vehicle-routing/data/vrp_76_8_2 | 77 ++++++ 05-vehicle-routing/data/vrp_76_9_1 | 77 ++++++ 05-vehicle-routing/data/vrp_76_9_2 | 77 ++++++ 05-vehicle-routing/data/vrp_76_9_3 | 77 ++++++ 05-vehicle-routing/handout.pdf | Bin 0 -> 258903 bytes 05-vehicle-routing/solver.py | 83 ++++++ 05-vehicle-routing/submit.pyc | Bin 0 -> 8195 bytes 71 files changed, 9400 insertions(+) create mode 100644 05-vehicle-routing/data/vrp_101_10_1 create mode 100644 05-vehicle-routing/data/vrp_101_11_1 create mode 100644 05-vehicle-routing/data/vrp_101_11_2 create mode 100644 05-vehicle-routing/data/vrp_101_11_3 create mode 100644 05-vehicle-routing/data/vrp_101_11_4 create mode 100644 05-vehicle-routing/data/vrp_101_14_1 create mode 100644 05-vehicle-routing/data/vrp_101_14_2 create mode 100644 05-vehicle-routing/data/vrp_101_8_1 create mode 100644 05-vehicle-routing/data/vrp_121_7_1 create mode 100644 05-vehicle-routing/data/vrp_135_7_1 create mode 100644 05-vehicle-routing/data/vrp_151_12_1 create mode 100644 05-vehicle-routing/data/vrp_151_12_2 create mode 100644 05-vehicle-routing/data/vrp_151_14_1 create mode 100644 05-vehicle-routing/data/vrp_151_14_2 create mode 100644 05-vehicle-routing/data/vrp_151_14_3 create mode 100644 05-vehicle-routing/data/vrp_151_15_1 create mode 100644 05-vehicle-routing/data/vrp_16_3_1 create mode 100644 05-vehicle-routing/data/vrp_16_5_1 create mode 100644 05-vehicle-routing/data/vrp_200_16_1 create mode 100644 05-vehicle-routing/data/vrp_200_16_2 create mode 100644 05-vehicle-routing/data/vrp_200_17_1 create mode 100644 05-vehicle-routing/data/vrp_200_17_2 create mode 100644 05-vehicle-routing/data/vrp_21_4_1 create mode 100644 05-vehicle-routing/data/vrp_21_6_1 create mode 100644 05-vehicle-routing/data/vrp_22_4_1 create mode 100644 05-vehicle-routing/data/vrp_22_6_1 create mode 100644 05-vehicle-routing/data/vrp_23_3_1 create mode 100644 05-vehicle-routing/data/vrp_23_5_1 create mode 100644 05-vehicle-routing/data/vrp_241_22_1 create mode 100644 05-vehicle-routing/data/vrp_253_27_1 create mode 100644 05-vehicle-routing/data/vrp_256_14_1 create mode 100644 05-vehicle-routing/data/vrp_262_25_1 create mode 100644 05-vehicle-routing/data/vrp_26_8_1 create mode 100644 05-vehicle-routing/data/vrp_301_28_1 create mode 100644 05-vehicle-routing/data/vrp_30_3_1 create mode 100644 05-vehicle-routing/data/vrp_30_4_1 create mode 100644 05-vehicle-routing/data/vrp_31_9_1 create mode 100644 05-vehicle-routing/data/vrp_321_30_1 create mode 100644 05-vehicle-routing/data/vrp_324_16_1 create mode 100644 05-vehicle-routing/data/vrp_33_3_1 create mode 100644 05-vehicle-routing/data/vrp_33_4_1 create mode 100644 05-vehicle-routing/data/vrp_33_5_1 create mode 100644 05-vehicle-routing/data/vrp_361_33_1 create mode 100644 05-vehicle-routing/data/vrp_36_11_1 create mode 100644 05-vehicle-routing/data/vrp_386_47_1 create mode 100644 05-vehicle-routing/data/vrp_397_34_1 create mode 100644 05-vehicle-routing/data/vrp_400_18_1 create mode 100644 05-vehicle-routing/data/vrp_41_14_1 create mode 100644 05-vehicle-routing/data/vrp_421_41_1 create mode 100644 05-vehicle-routing/data/vrp_45_4_1 create mode 100644 05-vehicle-routing/data/vrp_481_38_1 create mode 100644 05-vehicle-routing/data/vrp_484_19_1 create mode 100644 05-vehicle-routing/data/vrp_48_4_1 create mode 100644 05-vehicle-routing/data/vrp_51_5_1 create mode 100644 05-vehicle-routing/data/vrp_5_4_1 create mode 100644 05-vehicle-routing/data/vrp_72_4_1 create mode 100644 05-vehicle-routing/data/vrp_76_10_1 create mode 100644 05-vehicle-routing/data/vrp_76_10_2 create mode 100644 05-vehicle-routing/data/vrp_76_14_1 create mode 100644 05-vehicle-routing/data/vrp_76_14_2 create mode 100644 05-vehicle-routing/data/vrp_76_15_1 create mode 100644 05-vehicle-routing/data/vrp_76_7_1 create mode 100644 05-vehicle-routing/data/vrp_76_7_2 create mode 100644 05-vehicle-routing/data/vrp_76_8_1 create mode 100644 05-vehicle-routing/data/vrp_76_8_2 create mode 100644 05-vehicle-routing/data/vrp_76_9_1 create mode 100644 05-vehicle-routing/data/vrp_76_9_2 create mode 100644 05-vehicle-routing/data/vrp_76_9_3 create mode 100644 05-vehicle-routing/handout.pdf create mode 100644 05-vehicle-routing/solver.py create mode 100644 05-vehicle-routing/submit.pyc diff --git a/05-vehicle-routing/data/vrp_101_10_1 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0000000..98b1ab7 --- /dev/null +++ b/05-vehicle-routing/solver.py @@ -0,0 +1,83 @@ +#!/usr/bin/python +# -*- coding: utf-8 -*- + +import math + +def length(customer1, customer2): + return math.sqrt((customer1[1] - customer2[1])**2 + (customer1[2] - customer2[2])**2) + +def solveIt(inputData): + # Modify this code to run your optimization algorithm + + # parse the input + lines = inputData.split('\n') + + parts = lines[0].split() + customerCount = int(parts[0]) + vehicleCount = int(parts[1]) + vehicleCapacity = int(parts[2]) + depotIndex = 0 + + customers = [] + for i in range(1, customerCount+1): + line = lines[i] + parts = line.split() + customers.append((int(parts[0]), float(parts[1]),float(parts[2]))) + + # build a trivial solution + # assign customers to vehicles starting by the largest customer demands + + vehicleTours = [] + + customerIndexs = set(range(1, customerCount)) # start at 1 to remove depot index + + for v in range(0, vehicleCount): + # print "Start Vehicle: ",v + vehicleTours.append([]) + capacityRemaining = vehicleCapacity + while sum([capacityRemaining >= customers[ci][0] for ci in customerIndexs]) > 0: + used = set() + order = sorted(customerIndexs, key=lambda ci: -customers[ci][0]) + for ci in order: + if capacityRemaining >= customers[ci][0]: + capacityRemaining -= customers[ci][0] + vehicleTours[v].append(ci) + # print ' add', ci, capacityRemaining + used.add(ci) + customerIndexs -= used + + # checks that the number of customers served is correct + assert sum([len(v) for v in vehicleTours]) == customerCount - 1 + + # calculate the cost of the solution; for each vehicle the length of the route + obj = 0 + for v in range(0, vehicleCount): + vehicleTour = vehicleTours[v] + if len(vehicleTour) > 0: + obj += length(customers[depotIndex],customers[vehicleTour[0]]) + for i in range(0, len(vehicleTour) - 1): + obj += length(customers[vehicleTour[i]],customers[vehicleTour[i + 1]]) + obj += length(customers[vehicleTour[-1]],customers[depotIndex]) + + # prepare the solution in the specified output format + outputData = str(obj) + ' ' + str(0) + '\n' + for v in range(0, vehicleCount): + outputData += str(depotIndex) + ' ' + ' '.join(map(str,vehicleTours[v])) + ' ' + str(depotIndex) + '\n' + + return outputData + + +import sys + +if __name__ == '__main__': + if len(sys.argv) > 1: + fileLocation = sys.argv[1].strip() + inputDataFile = open(fileLocation, 'r') + inputData = ''.join(inputDataFile.readlines()) + inputDataFile.close() + print 'Solving:', fileLocation + print solveIt(inputData) + else: + + print 'This test requires an input file. Please select one from the data directory. (i.e. python solver.py ./data/vrp_5_4_1)' + diff --git a/05-vehicle-routing/submit.pyc b/05-vehicle-routing/submit.pyc new file mode 100644 index 0000000..8100a43 Binary files /dev/null and b/05-vehicle-routing/submit.pyc differ -- cgit v1.1-2-g2b99