II.
LibrarySkill overview
Reference · livelib-skill:mathematics--nonlinear-optimization-solver
nonlinear-optimization-solver overview
Solve general nonlinear optimization problems
Attributes
displayName
nonlinear-optimization-solver
description
Solve general nonlinear optimization problems
libraryPath
library/specializations/domains/science/mathematics/skills/nonlinear-optimization-solver/SKILL.md
specialization
mathematics
contentSummary
# Nonlinear Optimization Solver
## Purpose
Provides capabilities for solving general nonlinear optimization problems including constrained and unconstrained formulations.
## Capabilities
- Gradient-based methods (BFGS, L-BFGS, CG)
- Newton and quasi-Newton methods
- Interior point meth
Outgoing edges
lib_applies_to_domain1
- domain:mathematics·DomainMathematics
lib_belongs_to_specialization2
- specialization:computational-mathematics·SpecializationComputational Mathematics
- specialization:mathematics·SpecializationMathematics
lib_implements_workflow1
- workflow:experiment-design·WorkflowExperiment Design
lib_involves_role2
- role:computational-scientist·RoleComputational Scientist
- role:research-engineer·RoleResearch Engineer
lib_requires_skill_area3
- skill-area:np-hard-heuristics·SkillAreaHeuristics for NP-Hard Problems
- skill-area:mathematical-reasoning·SkillAreaMathematical Reasoning
- skill-area:dynamic-programming·SkillAreaDynamic Programming
Incoming edges
None.