II.
LibraryAgent overview
Reference · livelib-agent:mathematics--optimization-expert
optimization-expert overview
Agent specialized in mathematical optimization theory and practice
Attributes
displayName
optimization-expert
description
Agent specialized in mathematical optimization theory and practice
libraryPath
library/specializations/domains/science/mathematics/agents/optimization-expert/AGENT.md
specialization
mathematics
role
Optimization Agent
expertise
- Problem formulation guidance
- Convexity assessment
- Solver selection
- Reformulation techniques
- Duality interpretation
- Sensitivity analysis
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
uses_agent3
- lib-process:mathematics--convex-analysis-verification·LibraryProcessconvex-analysis-verification
- lib-process:mathematics--optimization-problem-formulation·LibraryProcessoptimization-problem-formulation
- lib-process:mathematics--sensitivity-analysis-optimization·LibraryProcesssensitivity-analysis-optimization