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However, there is no exact approach at present for the design and control of buildings to achieve the nearly/net zero energy target.
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However, this formulation is computationally difficult to solve optimally using an exact approach.
The column generation method is therefore developed into an exact approach using the branch-and-price framework.
For this NP-hard problem, an exact approach based on the cut-and-solve and cutting plane methods is developed.
We prove that the problem is strongly NP-hard, and we present an exact approach based on an MILP formulation.
However, L-CG-MEC is based on an exact approach (ILP modelling) using a global search algorithm to browse for feasible solutions.
Then sample average approximation is presented to approximate the problem with sample size N and then Lingo is used as an exact approach.
In the first approach (EX-EX-EX), explicit enumeration method is used for the first and second levels and an exact approach is used for the third level.
To solve this problem, we design two methods, an exact approach using special ordered sets of type two (SOS2) and a heuristic based on Lagrangian relaxation.
Experiments show that this methodology is able to obtain the optimal solutions for small size problems and outperforms an exact approach (CPLEX) for problems of realistic size.
First, we directly evaluated the previously reported SNPs using what has been referred to as an "exact" approach [27].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com