II.
LibraryProcess overview
Reference · livelib-process:decision-intelligence--prescriptive-analytics-optimization
prescriptive-analytics-optimization overview
Prescriptive Analytics and Optimization - Implementation of optimization models and prescriptive analytics to recommend optimal courses of action for resource allocation and planning.
Attributes
displayName
prescriptive-analytics-optimization
description
Prescriptive Analytics and Optimization - Implementation of optimization models and prescriptive
analytics to recommend optimal courses of action for resource allocation and planning.
libraryPath
library/specializations/domains/business/decision-intelligence/prescriptive-analytics-optimization.js
specialization
decision-intelligence
references
- - IBM Decision Optimization: https://www.ibm.com/analytics/decision-optimization - Operations Research: Hillier and Lieberman
example
const result = await orchestrate('specializations/domains/business/decision-intelligence/prescriptive-analytics-optimization', {
projectName: 'Supply Chain Network Optimization',
optimizationProblem: { type: 'mixed-integer', domain: 'logistics' },
constraints: ['budget', 'capacity', 'service level'],
objectives: ['minimize cost', 'maximize service']
});
usesAgents
- general-purpose
Outgoing edges
lib_applies_to_domain1
- domain:business-intelligence·DomainBusiness Intelligence
lib_belongs_to_specialization1
- specialization:decision-intelligence·SpecializationDecision Intelligence
lib_implements_workflow1
- workflow:strategic-planning·WorkflowStrategic Planning
lib_involves_role2
- role:data-analyst·RoleData Analyst
- role:business-analyst·RoleBusiness Analyst
lib_requires_skill_area3
- skill-area:data-analysis·SkillAreaData Analysis
- skill-area:statistical-analysis·SkillAreaStatistical Analysis
- skill-area:business-analysis·SkillAreaBusiness Analysis
Incoming edges
None.