mapbox / mapbox/node-or-tools

Problem when providing pair of pickup and delivery indices

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Lenguaje dominante
C++
Estrellas
155
Forks
47
Métricas de merge de PR
Sin PR fusionados en 30 d

Descripción

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
1. Copy `node-or-tools/test/vrp.js` file content to a new file
2. Remove all assertions
3. Add a pair of pickup and delivery indices in `searchOpts`.
```js
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`

```js
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)

})

}

```

Guía de contribución

Abrir la guía de contribución

Primeros pasos

  1. Lee el issue completo y luego la guía de contribución del proyecto.
  2. Comenta en el issue que vas a ocuparte — evita que dos personas hagan lo mismo.
  3. Haz un fork del repositorio y trabaja en una rama.
  4. Abre un pull request que haga referencia al número del issue.

Línea de trabajo

Comienza con node-or-tools/test/vrp.js, reproduce el fallo usando los pickups, deliveries, routeLocks y time windows mostrados, y sigue el punto de entrada de VRP.Solve hasta el binding. Compara el caso que falla con el mismo ejemplo sin índices de pickup y delivery. Se considera terminado cuando el ejemplo devuelve un orden de rutas válido sin informar de "Unable to find a solution".

Escrito por el modelo de indexación a partir del texto del issue.

Evaluación

Stack tecnológico
cpp, javascript, node.js
Área
backend
Tipo de issue
Error
Dificultad
4/5
Tiempo estimado
3-5 días
Estado de actividad
Estancado
Claridad
Bastante claro
Aptitud para principiantes
35/100

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