Data-Driven Reverse Engineering Algorithm Development Method for Developing Interoperable Quantity Takeoff Algorithms Using IFC-Based BIM.
Temitope AkanbiJiansong ZhangYong-Cheol LeePublished in: J. Comput. Civ. Eng. (2020)
Keyphrases
- computational cost
- computationally efficient
- computational complexity
- theoretical analysis
- significant improvement
- synthetic and real world datasets
- single pass
- computational efficiency
- synthetic and real datasets
- convergence rate
- classification algorithm
- data driven
- computational speed
- learning algorithm
- reverse engineering
- preprocessing
- cost function
- objective function
- exhaustive search
- detection algorithm
- dynamic programming
- k means
- combinatorial optimization
- clustering method
- similarity measure
- optimization algorithm
- hybrid algorithm
- worst case
- recursive least squares
- software engineering
- iterative algorithms
- prior information
- matching algorithm
- segmentation method
- probabilistic model
- simulated annealing
- fast fourier transform
- optimal solution
- segmentation algorithm
- image segmentation
- machine learning