There is this issue where providing a pair of pickup and delivery indices would lead to this error message: Unable to find a solution
Expected Behavior
It should return a valid route order based on cost array.
Current Behavior
Returns Unable to find a solution
Steps to Reproduce
Copy node-or-tools/test/vrp.js file content to a new file
Remove all assertions
Add a pair of pickup and delivery indices in searchOpts.
pickups: [4, 7],
deliveries: [7, 10]
Context (Environment)
I have a pair of pickup and delivery indices and I want to visit one or more stops before visiting others.
This is my code snippet. You could see that if we remove the pickup and delivery indices, the code will work but after adding aforementioned indices, it returns Unable to find a solution
module.exports = () => {
const ortools = require('node_or_tools')
var locations = [
[0, 0], [0, 1], [0, 2], [0, 3],
[1, 0], [1, 1], [1, 2], [1, 3],
[2, 0], [2, 1], [2, 2], [2, 3],
[3, 0], [3, 1], [3, 2], [3, 3]]
var depot = 0
function manhattanDistance(lhs, rhs) {
return Math.abs(lhs[0] - rhs[0]) + Math.abs(lhs[1] - rhs[1])
}
var costMatrix = new Array(locations.length)
for (var from = 0; from < locations.length; ++from) {
costMatrix[from] = new Array(locations.length)
for (var to = 0; to < locations.length; ++to) {
costMatrix[from][to] = manhattanDistance(locations[from], locations[to])
}
}
var dayStarts = Hours(0)
var dayEnds = Hours(3)
var seed = 2147483650
function ParkMillerRNG(seed) {
var modulus = 2147483647
var multiplier = 48271
var increment = 0
var state = seed
return function() {
state = (multiplier * state + increment) % modulus
return state / modulus
}
}
var rand = ParkMillerRNG(seed)
function Seconds(v) {
return v
}
function Minutes(v) {
return Seconds(v * 60)
}
function Hours(v) {
return Minutes(v * 60)
}
var durationMatrix = new Array(locations.length)
for (var from = 0; from < locations.length; ++from) {
durationMatrix[from] = new Array(locations.length)
for (var to = 0; to < locations.length; ++to) {
var serviceTime = Minutes(3)
var travelTime = Minutes(costMatrix[from][to])
durationMatrix[from][to] = serviceTime + travelTime
}
}
var timeWindows = new Array(locations.length)
for (var at = 0; at < locations.length; ++at) {
if (at === depot) {
timeWindows[at] = [dayStarts, dayEnds]
continue
}
var earliest = dayStarts
var latest = dayEnds - Hours(1)
var start = rand() * (latest - earliest) + earliest
var stop = rand() * (latest - start) + start
timeWindows[at] = [start, stop]
}
var demandMatrix = new Array(locations.length)
for (var from = 0; from < locations.length; ++from) {
demandMatrix[from] = new Array(locations.length)
for (var to = 0; to < locations.length; ++to) {
if (from === depot)
demandMatrix[from][to] = 0
else
demandMatrix[from][to] = 1
}
}
var solverOpts = {
numNodes: locations.length,
costs: costMatrix,
durations: durationMatrix,
timeWindows: timeWindows,
demands: demandMatrix
}
var VRP = new ortools.VRP(solverOpts)
var numVehicles = 10
var timeHorizon = dayEnds - dayStarts
var vehicleCapacity = 10
// Dummy lock to let vehicle 0 go to location 2 and 3 first - to test route locks
var routeLocks = new Array(numVehicles)
for (var vehicle = 0; vehicle < numVehicles; ++vehicle) {
if (vehicle === 0)
routeLocks[vehicle] = [2, 3]
else
routeLocks[vehicle] = []
}
var searchOpts = {
computeTimeLimit: 1000,
numVehicles: numVehicles,
depotNode: depot,
timeHorizon: timeHorizon,
vehicleCapacity: vehicleCapacity,
routeLocks: routeLocks,
pickups: [4, 7],
deliveries: [7, 10]
}
VRP.Solve(searchOpts, function(err, solution) {
console.log('**********************')
console.log(err,solution)
console.log('**********************')
function used(v) {
return v.length == 0 ? 0 : 1
}
function addition(l, r) {
return l + r
}
var numVehiclesUsed = solution.routes.map(used).reduce(addition, 0)
function checkRoute(v) {
var depotInRoute = v.find(function(u) {
return u == depot
})
}
function checkTimeWindows(v) {
v.forEach(function(u) {
})
}
solution.routes.forEach(checkRoute)
solution.times.forEach(checkTimeWindows)
})
}
Hey,
There is this issue where providing a pair of pickup and delivery indices would lead to this error message:
Unable to find a solution
Expected Behavior
It should return a valid route order based on cost array.
Current Behavior
Returns
Unable to find a solution
Steps to Reproduce
node-or-tools/test/vrp.js
file content to a new filesearchOpts
.Context (Environment)
I have a pair of pickup and delivery indices and I want to visit one or more stops before visiting others.
This is my code snippet. You could see that if we remove the pickup and delivery indices, the code will work but after adding aforementioned indices, it returns
Unable to find a solution