Mathematising Phenomenology
In my PhD I propose that category theory be used in the mathematisation of phenomenology.
Mathematising the phenomenality of language comprehension, including the phenomenality of mathematical comprehension, is an initial area for which tools developed in my PhD could be utilised.
Mathematising the phenomenality of language comprehension could serve as an initial step towards a mathematisation of the phenomenality of learning. Such research stands to contribute significantly to education and provide a platform for further investigations.
A mathematisation of phenomenology would reveal the kind of manifold within which emotion exists. This ‘emotion space’ may have a complicated topology, potentially involving multiple if not infinite dimensionality. Mathematising the phenomenality of emotion would contribute significantly to disciplines concerned with emotional health. Such an understanding would be a powerful tool in combating illnesses such as depression or schizophrenia.
Given that the architecture of the brain in many animals is similar to that of humans it is likely that the basic structure of the ‘emotion space’ of animals will be similar to that of humans. Research with respect to humans, therefore, could contribute to animal welfare.
The objects (nodes) of phenomenality are constantly in process. Similarly the relations between these objects change across time. Future research into phenomenology needs to develop methodologies and methods that are capable of studying phenomenology as process and relation and evolving within either linear time or time conceived according to a systems internal events. Methodological material in my PhD has contributed towards this goal.
Category theory and dynamic systems theory are other approaches that are likely to be efficacious.
The above considerations would be pertinent to any approach to mathematising phenomenality. The project of mathematising phenomenology is likely to provide tools with which to study the processes and relations within phenomenality.
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)