Swarm Portfolio Optimizer

Particle Swarm Optimization for multi-objective portfolio selection

Portfolio Constraints

Max Total Effort

Max Average Risk

Min Total ROI

Max Budget ($)

Max Projects

Value Weight: 0.40

Cost Weight: 0.30

Risk Weight: 0.20

Strategic Weight: 0.10

Swarm Size: 30

Max Iterations: 100

Customer Support Chatbot

ROI: 8/10 | Effort: 6/10 | Risk: 3/10 | Impact: 8/10 | Strategic: 8/10

Cost: $150,000

Document Processing Automation

ROI: 9/10 | Effort: 7/10 | Risk: 4/10 | Impact: 9/10 | Strategic: 9/10

Cost: $200,000

Predictive Analytics Platform

ROI: 7/10 | Effort: 8/10 | Risk: 5/10 | Impact: 7/10 | Strategic: 7/10

Cost: $300,000

Fraud Detection System

ROI: 9/10 | Effort: 9/10 | Risk: 3/10 | Impact: 9/10 | Strategic: 9/10

Cost: $400,000

Content Generation Tool

ROI: 6/10 | Effort: 5/10 | Risk: 4/10 | Impact: 6/10 | Strategic: 6/10

Cost: $100,000