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1. Introduction


1.1. Introduction


1.2. Pareto analysis




2. Pareto Analysis and Fuzzy Logic


2.1. Introduction


2.2. Defining the model in Python


2.3. Steps 1 and 2 of the solution process (python)


2.4. Step 3 of the solution process: Pareto frontier


2.5. Optimal Pareto via Fuzzy Logic (linear membership)


2.6. Modelling and solving in GAMS



3. Pareto Analysis and Sensitivity Analysis


3.1. Introduction


3.2. Optimal Pareto in Python


3.3. Code improvement in the Pareto (Python)


3.4. Pareto Frontier (GAMS)


3.5. Sensitivity of Pareto on Demand (Python)


3.6. Sensitivity of Pareto on Demand (GAMS)


4. Conclusion

4.1. Overview


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© 2026 Dr Spyros Giannelos
London, United Kingdom
spyros@spyrosgiannelos.com
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