mapbox / mapbox/node-or-tools

Problem when providing pair of pickup and delivery indices

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まだ誰も着手していません。

主要言語
C++
スター
155
フォーク
47
PR マージ指標
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説明

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)

})

}

```

コントリビューションガイド

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はじめの一歩

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  2. 着手することを issue にコメントします — 二人が同じ作業をするのを防げます。
  3. リポジトリをフォークし、ブランチを切って変更します。
  4. issue 番号を参照したプルリクエストを送ります。

調査の方向性

node-or-tools/test/vrp.js から始め、示されている pickups、deliveries、routeLocks、time windows を使って失敗を再現し、VRP.Solve のエントリポイントを binding まで追跡します。失敗するケースを、pickup と delivery のインデックスを使わない同じ例と比較します。例が "Unable to find a solution" を報告せずに有効なルート順を返せば完了です。

索引モデルが issue の本文から書いたものです。

評価

技術スタック
cpp, javascript, node.js
領域
backend
issue の種類
バグ
難易度
4/5
見積もり時間
3〜5日
活発さ
停滞
明瞭さ
おおむね明確
初心者へのやさしさ
35/100

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