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Traveling salesman in go
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package main | |
import ( | |
"bufio" | |
"fmt" | |
"math" | |
"math/rand" | |
"os" | |
"strconv" | |
"strings" | |
"time" | |
) | |
type Location struct { | |
X float64 | |
Y float64 | |
ID int | |
} | |
func NewLocation(id int, x, y string) Location { | |
xi, _ := strconv.Atoi(x) | |
yi, _ := strconv.Atoi(y) | |
return Location{ID: id, X: float64(xi), Y: float64(yi)} | |
} | |
func readLines(path string) ([]Location, error) { | |
file, err := os.Open(path) | |
if err != nil { | |
return nil, err | |
} | |
defer file.Close() | |
locations := []Location{} | |
scanner := bufio.NewScanner(file) | |
id := 0 | |
for scanner.Scan() { | |
coordinates := strings.Split(scanner.Text(), " ") | |
locations = append(locations, NewLocation(id, coordinates[0], coordinates[1])) | |
id++ | |
} | |
return locations, scanner.Err() | |
} | |
func distance(source, dest Location) int { | |
return int(math.Sqrt(math.Pow(source.X-dest.X, 2) + math.Pow(source.Y-dest.Y, 2))) | |
} | |
func totalDistance(locations []Location) int { | |
total := 0 | |
source := locations[0] | |
for _, dest := range locations[1:] { | |
total += distance(source, dest) | |
source = dest | |
} | |
return total | |
} | |
func optimize(locations []Location) ([]Location, int) { | |
bound := len(locations) | |
first, second := rand.Intn(bound), rand.Intn(bound) | |
if first > second { | |
first, second = second, first | |
} | |
firstEl := locations[first] | |
secondEl := locations[second] | |
swapped := []Location{} | |
for idx, el := range locations { | |
if idx == first { | |
swapped = append(swapped, secondEl) | |
} else if idx == second { | |
swapped = append(swapped, firstEl) | |
} else { | |
swapped = append(swapped, el) | |
} | |
} | |
bestDistance, newDistance := totalDistance(locations), totalDistance(swapped) | |
if newDistance < bestDistance { | |
locations = swapped | |
bestDistance = newDistance | |
} | |
return locations, bestDistance | |
} | |
func optimizeForXSeconds(locations []Location, seconds int) []Location { | |
rand.Seed(time.Now().UnixNano()) | |
timeChan := time.NewTimer(time.Second * time.Duration(seconds)).C | |
dist, newDist, noprogress := 0, 0, 0 | |
for { | |
select { | |
case <-timeChan: | |
return locations | |
default: | |
locations, newDist = optimize(locations) | |
} | |
if dist == newDist { | |
noprogress++ | |
if noprogress > 10000 { | |
return locations | |
} | |
} else { | |
noprogress = 0 | |
dist = newDist | |
} | |
} | |
return locations | |
} | |
func main() { | |
if len(os.Args) != 2 { | |
fmt.Println("Usage:", os.Args[0], "path/to/file") | |
return | |
} | |
locations, _ := readLines(os.Args[1]) | |
locations = append(locations, locations[0]) | |
final := optimizeForXSeconds(locations, 1) | |
fmt.Println("RESULTS") | |
fmt.Println(totalDistance(final)) | |
fmt.Println(final) | |
} |
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0 0 | |
689 291 | |
801 724 | |
388 143 | |
143 832 | |
485 484 | |
627 231 | |
610 311 | |
549 990 | |
220 28 | |
66 496 | |
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482 635 | |
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923 781 | |
352 867 | |
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133 344 | |
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667 695 | |
956 850 | |
535 170 | |
583 406 |
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