0.5.0.rc7

Author: Julian Blank

pymoo/problems/multi/modact.py

@@ -30,29 +30,27 @@ def __init__(self, function, pf=None, **kwargs):
         self.function = function
         self.pf = pf
 
-        # try:
-        #     import modact.problems as pb
-        # except:
-        #     raise Exception("Please install the modact library: https://github.com/epfl-lamd/modact")
-        #
-        # if isinstance(function, pb.Problem):
-        #     self.fct = function
-        # else:
-        #     self.fct = pb.get_problem(function)
-        #
-        # lb, ub = self.fct.bounds()
-        # n_var = len(lb)
-        # n_obj = len(self.fct.weights)
-        # n_constr = len(self.fct.c_weights)
-        # xl = lb
-        # xu = ub
-        #
-        # self.weights = np.array(self.fct.weights)
-        # self.c_weights = np.array(self.fct.c_weights)
-        #
-        # super().__init__(n_var=n_var, n_obj=n_obj, n_constr=n_constr, xl=xl, xu=xu, type_var=np.double, **kwargs)
-
-        super().__init__()
+        try:
+            import modact.problems as pb
+        except:
+            raise Exception("Please install the modact library: https://github.com/epfl-lamd/modact")
+
+        if isinstance(function, pb.Problem):
+            self.fct = function
+        else:
+            self.fct = pb.get_problem(function)
+
+        lb, ub = self.fct.bounds()
+        n_var = len(lb)
+        n_obj = len(self.fct.weights)
+        n_constr = len(self.fct.c_weights)
+        xl = lb
+        xu = ub
+
+        self.weights = np.array(self.fct.weights)
+        self.c_weights = np.array(self.fct.c_weights)
+
+        super().__init__(n_var=n_var, n_obj=n_obj, n_constr=n_constr, xl=xl, xu=xu, type_var=np.double, **kwargs)
 
     def _evaluate(self, x, out, *args, **kwargs):
         f, g = self.fct(x)
@@ -62,6 +60,9 @@ def _evaluate(self, x, out, *args, **kwargs):
     def _calc_pareto_front(self, *args, **kwargs):
         # allows to provide a custom pf - because of the size of files published by the author
         if self.pf is None:
-            return Remote.get_instance().load("pf", "MODACT", f"{self.function}.pf")
+            pf = Remote.get_instance().load("pf", "MODACT", f"{self.function}.pf")
+            # pf = pf * [1, -1]
+            pf = pf * self.weights * -1
+            return pf
         else:
             return self.pf

pymoo/version.py

@@ -1 +1 @@
-__version__ = "0.5.0.rc6"
+__version__ = "0.5.0.rc7"