fix bugs
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@@ -157,6 +157,10 @@ def interior_point(
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eps: np.float64 = 1e-6, # Solution accuracy
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alpha: np.float64 = 0.5, # Step coefficient
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maximizing: bool = True) -> Result: # Flag for maximization or minimization
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# number of non-slack variables
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k = C.shape[0]
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# Check if the method is applicable: the initial point must satisfy the constraints
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if (not np.all(np.dot(A, x_0) <= b) or np.any(x_0 <= 0)):
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return Result(State.INAPPLICABLE, maximize=maximizing)
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@@ -201,6 +205,7 @@ def interior_point(
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# Check the stopping criterion based on accuracy
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if np.linalg.norm(x_new - x) <= eps:
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result = np.dot(C, x) if (maximizing) else -np.dot(C, x)
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x = x[:k]
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return Result(
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State.SOLVED, objective_function_value=np.round(result, 3), solution=np.round(x, 3), maximize=maximizing
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)
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@@ -324,7 +329,7 @@ def TEST_MINIMIZE_CASE_A09():
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x_0 = np.array([1, 1, 1])
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eps = 1e-4
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alpha = 0.9
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maximize = True
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maximize = False
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print_initial_inputs(C, A, b, x_0, eps, alpha, maximize)
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result = interior_point(C, A, b, x_0, eps, alpha, maximize)
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@@ -559,11 +564,11 @@ simplex_unsolvable_case_decVar_str = ("----------------------------SIMPLEX_TEST_
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tests = [
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[TEST_CASE_GENERAL_A05(), TEST_CASE_GENERAL_A09(), simplex_general_case_decVar_str],
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[TEST_MINIMIZE_CASE_A05(), TEST_MINIMIZE_CASE_A09(), simplex_minimize_case_decVar_str],
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[TEST_WITH_SLACK_CASE_A05(), TEST_WITH_SLACK_CASE_A09(), simplex_slack_case_decVar_str],
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[TEST_UNBOUNDED_CASE_A05(), TEST_UNBOUNDED_CASE_A09(), simplex_unbounded_case_decVar_str],
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[TEST_UNSOLVABLE_CASE_A05(), TEST_UNSOLVABLE_CASE_A09(), simplex_unsolvable_case_decVar_str]
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[TEST_CASE_GENERAL_A05, TEST_CASE_GENERAL_A09, simplex_general_case_decVar_str],
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[TEST_MINIMIZE_CASE_A05, TEST_MINIMIZE_CASE_A09, simplex_minimize_case_decVar_str],
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[TEST_WITH_SLACK_CASE_A05, TEST_WITH_SLACK_CASE_A09, simplex_slack_case_decVar_str],
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[TEST_UNBOUNDED_CASE_A05, TEST_UNBOUNDED_CASE_A09, simplex_unbounded_case_decVar_str],
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[TEST_UNSOLVABLE_CASE_A05, TEST_UNSOLVABLE_CASE_A09, simplex_unsolvable_case_decVar_str]
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]
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tests_passed = 0
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for test in tests:
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@@ -571,7 +576,7 @@ for test in tests:
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if (test_variant_i == 2):
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print(test[2])
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else:
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tests_passed += test[test_variant_i]
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tests_passed += test[test_variant_i]()
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print("----------------------------RESULTS----------------------------")
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