The complexity landscape of decompositional parameters for ILP: Programs with few global variables and constraints.
Pavel DvorákEduard EibenRobert GanianDusan KnopSebastian OrdyniakPublished in: Artif. Intell. (2021)
Keyphrases
- function symbols
- decision variables
- worst case
- continuous variables
- inductive logic programming
- logic programs
- conditional distributions
- maximum likelihood
- parameter estimation
- random variables
- variable selection
- image sequences
- constraint sets
- equality constraints
- input variables
- answer sets
- knowledge base
- closed form solutions
- computational complexity
- evolutionary algorithm
- logic programming
- cardinality constraints
- constraint satisfaction
- soft constraints
- linear constraints
- parameter settings
- decision problems
- global constraints
- sensitivity analysis
- state variables
- constrained optimization
- parameter space
- parameter values