A Lagrangian Relaxation Approach for Gene Regulatory Networks.
Roberto CordoneGuglielmo LulliPublished in: CTW (2011)
Keyphrases
- lagrangian relaxation
- gene regulatory networks
- integer programming
- network model
- reverse engineering
- gene expression data
- lower bound
- feasible solution
- dynamic programming
- branch and bound algorithm
- column generation
- linear programming
- lower and upper bounds
- np hard
- biological data
- bayesian inference
- dynamic bayesian networks
- structure learning
- shortest path
- upper bound
- gene expression
- constraint programming
- data sets
- graphical models
- software engineering
- optimal solution
- bayesian networks
- learning algorithm