Can Toolkit Support Truly Elevate Algorithm Innovation? Unpacking the Impact through a Natural Experiment in an Innovation Contest Platform.
Shouxiang QiuLing ZhaoPublished in: PACIS (2024)
Keyphrases
- experimental evaluation
- improved algorithm
- computationally efficient
- computational complexity
- dynamic programming
- knowledge management
- high accuracy
- neural network
- times faster
- linear programming
- cost function
- np hard
- theoretical analysis
- selection algorithm
- convergence rate
- real world
- optimization algorithm
- genetic algorithm
- learning algorithm
- simulated annealing
- case study
- preprocessing
- probabilistic model
- search space
- classification algorithm
- memory requirements
- real time
- single pass