II.
LibrarySkill overview
Reference · livelib-skill:mathematics--mixed-integer-optimization
mixed-integer-optimization overview
Mixed-integer linear and nonlinear programming
Attributes
displayName
mixed-integer-optimization
description
Mixed-integer linear and nonlinear programming
libraryPath
library/specializations/domains/science/mathematics/skills/mixed-integer-optimization/SKILL.md
specialization
mathematics
contentSummary
# Mixed-Integer Optimization
## Purpose
Provides capabilities for formulating and solving mixed-integer linear and nonlinear programming problems.
## Capabilities
- Branch and bound/cut algorithms
- MIP formulation techniques
- Indicator constraints
- Big-M reformulations
- Lazy cons
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.