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Perhaps CS Methodology for Teaching/Learning and to be more audacious for Research when dealing with extremely complex systems as those derived from economy and social sciences could be envisaged as a scientific way to understand and to manage them. Let's see briefly how Humans have from ancient times faced problems and found their corresponding solutions.
- Analytically, by using mathematics and logic, getting the "truth, only the truth but the truth";
- By numerical computation, approaching to the "truth" as much as possible" throughout convergent processes;
- Statistically, within the realm of "probabilities", approaching to a "probabilistic truth" as much as possible;
- Heuristically, via behavior models and quantitative techniques proper of "systems simulation", approaching also to a vague and less rigorous "probabilistic truth" as much as possible;
- "Guessing", by using new logical mathematical and statistical tools, such as "fuzzy logic", "artificial neural networks", Expert Systems, and Chaos Theory", approaching to a weak, vague and far from rigorous "estimated truth", as much as possible.
We may assign to each one of these 5 types of solutions, or approaches to, typical types of applications and/or scenarios where they apply as follows:
- Mathematics and Geometry, Physics ("hard physics", like for instance., Optics, Mechanics);
- Engineering, Physics (not so hard physics, like for instance. electricity, electronics), Chemical Reactions;
- Medicine (Physiological Cycles), Economy ("hard Economy" like the hypothetical scenarios of certain "Economic Laws"), Social Sciences (its "hardest" applications), Thermodynamics and "soft" branches of Physics like Quantum Mechanics;
- Behavioral Systems, Medicine (Patients and Group of Patients), Business scenarios, Political Sciences, Social Sciences;
- "Soft" Behavioral Systems, High Complexity Systems in Political, Economical and Sociological scenarios, extremely soft branches of physics like Cosmo genesis.
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