Studying math and computer science has wired my brain to the mode of analysis that treats phenomena as functions, or, relations between inputs and outputs. But I started to feel like there is something beyond this. What other frameworks are there that is useful? It seems hard to even find the right vocabulary to describe this sort of question.
2 Answers
The main deficiency I see with the mathematical concept of a "function" in a philosophical context is that it is just an association, a set of ordered pairs. It lacks a mechanism. For an input, you just instantly get an output. But mechanisms are important; the work done to get an answer is often just as relevant as what the answer is.
Of course, everything can be modeled with functions and there's nothing wrong with that. But when we think of a phenomenon, instead of first jumping to "it's a mapping from inputs to outputs," we might try some other approaches for the top-level statement of what the phenomenon is.
- A function minimization/maximization process. So we have a function f that we're trying to minimize or maximize, and the phenomenon isn't f, the phenomenon is the process of optimizing f, e.g. taking steps along the gradient of f (if f is differentiable). There may be constraints as well.
- A constraint satisfaction problem.
- A dynamical system, changing over time. Maybe it's a physical system with a Hamiltonian.
- A deterministic finite automaton.
- A cellular automaton.
- A formal language, formulas in some formal language. Think about how a polynomial in math is often treated as a sequence of coefficients, not just an input/output mapping.
- A proposition, or set of propositions, or a process of deduction.
- Bayesian inference
- An agent with preferences, choosing actions in order to optimize its preferences
- A recurrent neural network
These are all still modeled with functions, but you could view it as being specific types of functions that may be of particular interest, at least in a philosophical context. Philosophy largely concerns itself with questions about the universe or about agents performing reasoning in the universe, and these ideas can be useful for modeling those questions.
- 12,714
- 1
- 16
- 50
-
Agreed! There is no allusion to a mechanism in the definition of a function. Most insightful. 2 upvotes deserved, but allowed only 1 so, here's a token upvote +1. – Agent Smith Mar 30 '24 at 04:20
Continental philosophy. Try reading something like Derrida or Lacan. Or much more “subjective” domains of thought like aesthetics or art history. I think qualitative experiences, ineffable emotional sensations, or intense yet subjective convictions are a completely different mode of being, thinking and knowing.
- 1,559
- 4
- 29
Also, I am assured by How why e's development of recursive thinking. Now it makes very sense that there could be numerous different ways of analyzing the world.
– StimMarine Mar 30 '24 at 16:36