Prediction, Visualization, and Optimization of Resources Using Time-Series Forecasting Models and Simplex Linear Programming.
Eugenia R. ZhuoJake LibedPublished in: APIT (2020)
Keyphrases
- linear programming
- quadratic programming
- nonlinear programming
- simplex method
- linear program
- simplex algorithm
- prediction accuracy
- financial time series
- feasible solution
- optimization process
- linear programming problems
- data analysis
- optimization algorithm
- resource allocation
- dynamic programming
- prediction model
- constrained optimization
- limited resources
- np hard
- interior point methods
- primal dual
- moving average
- resource management
- self organizing maps
- chaotic time series
- optimization problems
- objective function
- constraint propagation
- interactive visualization
- exponential smoothing
- column generation
- dynamic time warping
- neural network
- data visualization
- global optimization
- non stationary
- optimal solution
- visualization tool
- stock price
- prediction error
- optimization method
- box jenkins