From: Skullheadx <94652084+Skullheadx@users.noreply.github.com>
Date: Mon, 9 Jan 2023 04:17:17 +0000 (-0500)
Subject: random swapping
X-Git-Url: http://git.skullheadx.com/sitemap.xml?a=commitdiff_plain;h=1efb405c495f675f58623f4296d54c0b35ca2372;p=The-Traveling-Salesman-Problem.git

random swapping
---

diff --git a/display.py b/display.py
index b1f88b9..795b785 100644
--- a/display.py
+++ b/display.py
@@ -26,7 +26,7 @@ class Node:
     def __init__(self, position: tuple, number: int) -> None:
         self.position = pygame.Vector2(position)
         # self.text = self.font.render(str(number), True, self.text_colour)
-        self.coord_text = self.font.render(str((self.position)), True, (0, 0, 0))
+        # self.coord_text = self.font.render(str((self.position)), True, (0, 0, 0))
 
 
     def draw(self, surf: pygame.Surface) -> None:
@@ -35,7 +35,7 @@ class Node:
         # surf.blit(self.text, self.text.get_rect(center=self.position))
 
 
-        surf.blit(self.coord_text, self.coord_text.get_rect(center=self.position))
+        # surf.blit(self.coord_text, self.coord_text.get_rect(center=self.position))
 
 
 class Salesman:
@@ -81,7 +81,7 @@ class Display:
     pygame.display.set_caption("Traveling Salesman Problem")
     font = pygame.font.SysFont("arial", 20)
 
-    def __init__(self, path: str, route: list, mst=None, one_tree=None, removed_vertex=None, mode="direct") -> None:
+    def __init__(self, path: str, route: list,improved_route=None, mst=None, one_tree=None, removed_vertex=None, mode="direct") -> None:
         with open(path, "r") as f:
             contents = f.read().split("\n")
             if contents[-1] == "":
@@ -95,6 +95,8 @@ class Display:
         if mode == "points":
             self.route = linker(self.route)
 
+        self.route2 = improved_route
+
         self.salesman = Salesman(self.route)
 
         self.mst = mst
@@ -130,7 +132,9 @@ class Display:
                     # self.screen.blit(text, text.get_rect(center=((start[0]+end[0])/2,(end[1]+start[1])/2)))
 
             if len(self.route) > 1:
-                pygame.draw.lines(self.screen, BLUE, True, self.route, 3)  # Route
+                pygame.draw.lines(self.screen, BLUE, True, self.route, 12)  # Route
+            if len(self.route) > 1:
+                pygame.draw.lines(self.screen, RED, True, self.route2, 3)  # Route
 
             for i, node in enumerate(self.nodes):
                 node.draw(self.screen)
diff --git a/main.py b/main.py
index ebe3868..b62478e 100644
--- a/main.py
+++ b/main.py
@@ -1,6 +1,9 @@
-from graph import create, read, print_info, find_MST, find_lower_bound
+from graph import create, read, print_info, find_MST, find_lower_bound, find_one_tree
 from display import Display
 from heuristics.Christofides import christofides
+from heuristics.nearest_neighbor import nearest_neighbor
+from heuristics.greedy import greedy
+from tour_improvements.random_swapping import random_swapping
 from time import perf_counter
 import os
 
@@ -20,34 +23,41 @@ def main():
                     print("The file does not exist")
 
     if CREATE_NEW_GRAPHS:
-        graph, filename = create(GRAPH_PATH, 640, 640, 15)
+        graph, filename = create(GRAPH_PATH, 640, 640, 100)
     else:
         filename = "graph1.txt"
         graph = read(GRAPH_PATH, filename)
 
     route_time_start = perf_counter()
     # route = brute_force(graph)  # 10 nodes in 85.042 seconds. Optimal = 2,262.29
-    # route = nearest_neighbor(graph)  # 100 nodes in 0.5762094999663532 seconds. Distance = 6,270.568142156188
+    route = nearest_neighbor(graph)  # 100 nodes in 0.5762094999663532 seconds. Distance = 6,270.568142156188
     # route = greedy(graph)  # 100 nodes in 0.1383088999427855 seconds. Distance = 5,523.211501332208 OTLB: 4,
     # 344.881943246125 Approx. 27.119944188995277%
-    route = christofides(graph)
+    # route = christofides(graph)
     route_time_end = perf_counter()
 
-    MST_distance, MST = find_MST(graph)
-    print("MST_DISTANCE:", MST_distance)
+    improvement_time_start = perf_counter()
+
+    r2 = random_swapping(route,5000)
+
+    improvement_time_end = perf_counter()
+
+
+    # MST_distance, MST = find_MST(graph)
+    # print("MST_DISTANCE:", MST_distance)
     one_tree_time_start = perf_counter()
     # lower_bound, one_tree = find_one_tree(graph)
     removed_vertex = graph[0]
     lower_bound, one_tree, removed_vertex = find_lower_bound(graph)
     one_tree_time_end = perf_counter()
 
-    print_info(route, route_time_end - route_time_start, "Christofides Algorithm", lower_bound,
+    print_info(r2, route_time_end - route_time_start, "NN Heuristic + Random swapping", lower_bound,
                one_tree_time_end - one_tree_time_start, r=3000, mode="direct")
 
-    display = Display(os.path.join(GRAPH_PATH, filename), route, mst=MST, one_tree=None,
+    display = Display(os.path.join(GRAPH_PATH, filename), route,improved_route=r2, mst=None, one_tree=None,
                       removed_vertex=removed_vertex, mode="direct")
     display.show()
-
+    # print("Done")
 
 if __name__ == "__main__":
     main()
diff --git a/tour_improvements/random_swapping.py b/tour_improvements/random_swapping.py
new file mode 100644
index 0000000..18a2313
--- /dev/null
+++ b/tour_improvements/random_swapping.py
@@ -0,0 +1,28 @@
+from graph import calculate_route
+from random import sample
+
+
+def random_swap(route: list) -> list:
+    r = route[:]
+
+    a, b = sample(range(0, len(r) - 1), 2)
+
+    temp = r[b]
+    r[b] = r[a]
+    r[a] = temp
+
+    return r
+
+
+def random_swapping(route: list, n: int) -> list:
+    d = calculate_route(route)
+    r = route[:]
+
+    for _ in range(n):
+
+        random_swap_route = random_swap(r)
+
+        if calculate_route(random_swap_route) < d:
+            r = random_swap_route
+
+    return r