⚙️Smart CPU Scheduling Optimizer

OptiCore is an interactive tool that optimizes CPU scheduling using a Genetic Algorithm (GA).
It benchmarks traditional scheduling algorithms such as FCFS, SJF, Priority, and Round Robin,
then evolves optimized hybrids that minimize average waiting time, turnaround time, and context switching.

• Compare baseline algorithms: FCFS, SJF, Priority, and Round Robin
• Optimize dynamically using a Genetic Algorithm
• Visualize results with Gantt charts and performance graphs
• Interactive process and GA parameter controls
• Analyze performance metrics:
  • Average Waiting Time
  • Average Turnaround Time
  • Context Switch Count
  • Fairness Standard Deviation

1. Open the OptiCore notebook in Google Colab.
2. Run all cells in sequence.
3. Adjust the sliders to set:
   • Number of processes
   • GA population size
   • Generations
   • Mutation rate
4. Click Run GA Optimizer to evolve the best schedule.
5. Use Compare Baselines to benchmark traditional algorithms.

• Bar Chart: Compare average waiting and turnaround times.
• Gantt Chart: Visualize process execution timelines.
• Convergence Plot: Track optimization progress per generation.

Add visuals such as:

• OptiCore Interface — interactive dashboard view
• Gantt Chart Visualization — optimized CPU schedule
• Performance Comparison Graph — baseline vs optimized performance

Open in Google Colab

OptiCore — Optimizing CPU scheduling through intelligent algorithms.
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