Add iterations and max fitness counters.
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@@ -3,20 +3,26 @@ import sys
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from gameobjects import *
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from genetic_alg import GeneticAlgorithm
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POPULATION_SIZE = 100
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POPULATION_SIZE = 300
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MUTATION_RATE = 0.5
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POPULATION_NEW = 0.1
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POPULATION_BEST = 0.3
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FRAME_RATE = 300 # TODO: FIX THE INCORRECT FRAME RATE CORRELATION
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BARRIER_SPEED = 10
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BARRIER_DELAY = 100
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MAX_ITERATIONS = 50
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current_iteration = 1
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pygame.init()
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screen = pygame.display.set_mode((WIDTH, HEIGHT + HUD_HEIGHT)) # Initialize the screen
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pygame.display.set_caption("NIC_Project") # Set window title
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font = pygame.font.SysFont("Arial", 36)
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WHITE = (255, 255, 255) # Define white color
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BLACK = (0, 0, 0)
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UI = UI("images/HUD.png") # Initialize UI
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gameobjects = []
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@@ -30,7 +36,7 @@ last_barrier = None
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def init_game():
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global gameobjects, horses, barriers, upper_bound_rect, lower_bound_rect, spawner, last_barrier, BARRIER_SPEED
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random.seed(BARRIER_SEED)
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grass = Background("images/Grass.jpg", 0, 0)
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grass.set_size(WIDTH, HEIGHT)
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@@ -125,15 +131,26 @@ while True:
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for object in gameobjects:
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object.draw(screen) # Draw all game objects
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object.draw(screen) # Draw all game objects
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if all(horse.stopped for horse in horses):
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UI.iteration_num += 1
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genecticAlg.learn([x.fitness for x in horses])
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current_iteration += 1
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if current_iteration == MAX_ITERATIONS:
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pygame.quit()
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sys.exit()
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init_game()
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UI.draw(screen)
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UI.draw_marks(screen)
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iteration_num_txt = font.render(f"iteration: {current_iteration}", True, BLACK)
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best_fitness_txt = font.render(f"Best: {max(genecticAlg.fitnessBest) if len(genecticAlg.fitnessBest) != 0 else 0}",True, BLACK)
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screen.blit(iteration_num_txt, (WIDTH/2 - 90, HEIGHT + HUD_HEIGHT - 120))
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screen.blit(best_fitness_txt, (WIDTH/2 - 90, HEIGHT + HUD_HEIGHT - 80))
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pygame.display.flip() # Update the display
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pygame.time.Clock().tick(FRAME_RATE) # Limit the frame rate to 160 FPS
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