Statements (53)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:academic
gptkb:mathematical_concept |
| gptkbp:appliesTo |
computer science
economics engineering operations research |
| gptkbp:goal |
maximize objective
minimize objective |
| gptkbp:hasApplication |
gptkb:artificial_intelligence
gptkb:medicine gptkb:signal_processing gptkb:transportation chemistry finance logistics physics robotics statistics telecommunications resource allocation energy systems scheduling data fitting production planning network design machine learning model training portfolio optimization |
| https://www.w3.org/2000/01/rdf-schema#label |
Optimization theory
|
| gptkbp:includes |
combinatorial optimization
dynamic programming linear programming nonlinear programming stochastic optimization integer programming convex optimization multi-objective optimization |
| gptkbp:relatedTo |
gptkb:machine_learning
calculus of variations control theory game theory |
| gptkbp:studies |
finding best solutions
|
| gptkbp:uses |
gptkb:Newton's_method
gptkb:Lagrange_multipliers gptkb:KKT_conditions objective function constraints simplex method feasible region heuristic algorithms branch and bound gradient methods |
| gptkbp:bfsParent |
gptkb:lion
|
| gptkbp:bfsLayer |
4
|