update
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d4a251006d
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0af91eac3c
2 changed files with 17 additions and 12 deletions
9
run.py
9
run.py
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@ -5,20 +5,23 @@ import os
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def run(show_plots=False):
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def run(show_plots=False):
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# names = [name_ for name_ in os.listdir("./problems") if "tsp" in name_]
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# names = [name_ for name_ in os.listdir("./problems") if "tsp" in name_]
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names = ["ch130.tsp"]
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names = ["ch130.tsp"]
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for name in names:
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for name in names:
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print("\n\n#############################")
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print("\n\n#############################")
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filename = f"problems/{name}"
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filename = f"problems/{name}"
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instance = Instance(filename)
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instance = Instance(filename)
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instance.print_info()
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instance.print_info()
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if show_plots:
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instance.plot_data()
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solver = Solver_TSP('random')
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for method in ["random", "nearest_neighbors"]:
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solver = Solver_TSP(method)
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solver(instance, return_value=False)
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solver(instance, return_value=False)
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print(f"the total length for the solution found is {solver.evaluate_solution()}",
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print(f"the total length for the solution found is {solver.found_length}",
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f"while the optimal length is {instance.best_sol}",
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f"while the optimal length is {instance.best_sol}",
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f"the gap is {solver.gap} %", sep="\n")
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f"the gap is {solver.gap} %", sep="\n")
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if show_plots:
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if show_plots:
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instance.plot_data()
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solver.plot_solution()
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solver.plot_solution()
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@ -17,11 +17,13 @@ class Solver_TSP:
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def __call__(self, instance_, verbose=True, return_value=True):
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def __call__(self, instance_, verbose=True, return_value=True):
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self.instance = instance_
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self.instance = instance_
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if verbose:
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if verbose:
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print("### solving ####")
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print(f"### solving with {self.method}####")
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self.solution = self.available_methods[self.method](instance_)
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self.solution = self.available_methods[self.method](instance_)
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assert self.check_if_solution_is_valid(self.solution), "Error the solution is not valid"
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assert self.check_if_solution_is_valid(self.solution), "Error the solution is not valid"
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self.evaluate_solution()
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self._gap()
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if verbose:
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if verbose:
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print("### solution found ####")
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print(f"### solution found with {self.gap} ####")
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self._gap()
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self._gap()
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if return_value:
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if return_value:
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return self.solution
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return self.solution
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@ -50,7 +52,7 @@ class Solver_TSP:
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def plot_solution(self):
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def plot_solution(self):
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assert self.solved, "You can't plot the solution, you need to solve it first!"
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assert self.solved, "You can't plot the solution, you need to solve it first!"
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plt.figure(figsize=(8, 8))
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plt.figure(figsize=(8, 8))
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plt.title(self.instance.name)
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plt.title(f"{self.instance.name} with gap {self.gap}")
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ordered_points = self.instance.points[self.solution]
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ordered_points = self.instance.points[self.solution]
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plt.plot(ordered_points[:, 1], ordered_points[:, 2], 'b-')
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plt.plot(ordered_points[:, 1], ordered_points[:, 2], 'b-')
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plt.show()
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plt.show()
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@ -68,7 +70,7 @@ class Solver_TSP:
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else:
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else:
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return 0
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return 0
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def evaluate_solution(self, return_value=True):
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def evaluate_solution(self, return_value=False):
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total_length = 0
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total_length = 0
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starting_node = self.solution[0]
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starting_node = self.solution[0]
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from_node = starting_node
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from_node = starting_node
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