Problem Class
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File position: /EMOC/src/problem/problem.h and /EMOC/src/problem/problem.cpp
class Problem(int dec_num, int obj_num)
The parent class of all test problems in EMOC.
| Parameter: |
dec_num: int, default=None
The number of decision variables setting for the problem.
obj_num: int, default=None
The number of objective functions setting for the problem.
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| Member variables: |
(public) dec_num_: int
The number of decision variables set by users. It is equal to the given dec_num.
(public) obj_num_: int
The number of objective functions set by users. It is equal to the given obj_num.
(public) lower_bound_: std::vector<double>
The lower bound of each decision variable. The size of this std::vector is dec_num.
(public) upper_bound_: std::vector<double>
The upper bound of each decision variable. The size of this std::vector is dec_num.
(public) encoding_: enum of EncodingType
Encoding type of solutions in this problem. There are three different types: REAL, BINARY and PERMUTATION which corresponds to real encoding, binary encoding, permutation encoding respectively.
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Public Member Functions:
void CalObj(Individual* ind)
Calculate the objective function values.
This function is a pure virtual function which must be implemented in subclass.
| Parameter: |
ind: Individual*, default=None
Pointer to the individual which need to calculate the objectives. |
| Returns: |
| void |
void CalCon(Individual* ind)
Calculate the constraint function values.
This function is a virtual function which can be implemented in subclass. It has an empty implementation by default. So users can leave it alone when implementing test problems without constraints.
| Parameter: |
ind: Individual*, default=None
Pointer to the individual which need to calculate the constraints. |
| Returns: |
| void |