Adds workforce optimization demo

docs/gallery/decision_support/4_workforce_optim/index.md

@@ -0,0 +1,26 @@
+---
+title: Workforce Optimization
+category: decision_support
+data-keywords: optimization scenario community
+short-description: Optimize staff hiring and scheduling to meet demand.
+img: 4_workforce_optim/images/results.png
+hide:
+    - toc
+---
+
+A simple application where you input the number of staff you need per day. A linear optimizer will then minimize the amount of workers hired to meet the demand according to certain constraints such as employees having to work 5 consecutive days and have 2 days off.
+
+[Try it live](https://workforce-optim.taipy.cloud/){: .tp-btn target='blank' }
+[Get it on GitHub](https://github.com/Avaiga/demo-workforce-plan){: .tp-btn .tp-btn--accent target='blank' }
+
+More information about the problem can be found [here](https://towardsdatascience.com/optimize-workforce-planning-using-linear-programming-with-python-47a0b5f89a6f).
+
+# Understanding the Application
+
+You can create new optimization scenarios, edit the demand for each day and submit the optimization from this interface.
+
+![Scenario Interface](images/scenario.png){width=90% : .tp-image-border }
+
+The results will be displayed below.
+
+![Results](images/results.png){width=90% : .tp-image-border }

mkdocs.yml_template

@@ -227,6 +227,7 @@ nav:
       - "Production Planning": gallery/decision_support/3_production_planning/index.md
       - "QSR Sales Forecasting": gallery/decision_support/3_qsr_sales_forecasting/index.md
       - "Supply Chain - 2 Echelons": gallery/decision_support/3_supply_chain/index.md
+      - "Workforce Optimization": gallery/decision_support/4_workforce_optim/index.md
       - "Optimize Bar Cut Sizes": gallery/decision_support/bar_cutting/index.md
       - "Churn Classification": gallery/decision_support/churn_classification/index.md
       - "Drift Detection": gallery/decision_support/drift_detection/index.md