II.
LibraryProcess overview
Reference · livelib-process:industrial-engineering--linear-programming
linear-programming overview
Linear Programming Model Development - Formulate and solve linear programming models for resource allocation, production planning, blending problems, and capacity optimization using mathematical optimization techniques.
Attributes
displayName
linear-programming
description
Linear Programming Model Development - Formulate and solve linear programming models for resource allocation,
production planning, blending problems, and capacity optimization using mathematical optimization techniques.
libraryPath
library/specializations/domains/science/industrial-engineering/linear-programming.js
specialization
industrial-engineering
references
- - Hillier & Lieberman, Introduction to Operations Research - Winston, Operations Research: Applications and Algorithms - Google OR-Tools: https://developers.google.com/optimization - CPLEX Optimization Studio: https://www.ibm.com/products/ilog-cplex-optimization-studio
example
const result = await orchestrate('domains/science/industrial-engineering/linear-programming', {
problemDescription: 'Optimize production mix for 3 products with limited machine hours and raw materials',
decisionVariables: ['x1', 'x2', 'x3'],
objectiveFunction: 'maximize',
solverPreference: 'or-tools'
});
usesAgents
- operations-research-analyst
- mathematical-modeler
- optimization-engineer
- optimization-solver
- validation-analyst
- sensitivity-analyst
- technical-writer
Outgoing edges
lib_applies_to_domain1
- domain:industrial-engineering·DomainIndustrial Engineering
lib_belongs_to_specialization1
- specialization:industrial-engineering·SpecializationIndustrial Engineering
lib_implements_workflow1
- workflow:experiment-design·WorkflowExperiment Design
lib_involves_role2
- role:operations-analyst·RoleOperations Analyst
- role:research-engineer·RoleResearch Engineer
lib_requires_skill_area3
- skill-area:statistical-analysis·SkillAreaStatistical Analysis
- skill-area:organizational-design·SkillAreaOrganizational Design
- skill-area:data-analysis·SkillAreaData Analysis
uses_agent4
- lib-agent:industrial-engineering--operations-research-analyst·LibraryAgentoperations-research-analyst
- lib-agent:mathematics--mathematical-modeler·LibraryAgentmathematical-modeler
- lib-agent:venture-capital--sensitivity-analyst·LibraryAgentsensitivity-analyst
- lib-agent:meta--technical-writer·LibraryAgenttechnical-writer
Incoming edges
None.