Misology is defined as the hatred of reasoning; the revulsion or distrust of logical debate, argumentation, or the Socratic method.
Modern provenance
The word misology itself is first attested in English in 1833, and was used in Benjamin Jowett's 1871 translation of Plato's work, Dialogues: "as there are misanthropists or haters of men, there are also misologists or haters of ideas."
The term was also used by Immanuel Kant in a passage from his 1785 work, Groundwork of the Metaphysics of Morals (Grundlegung zur Metaphysik der Sitten): "Misologie, d. i. [das ist] Haß der Vernunft" translated by Thomas Kingsmill Abbott in 1895, straightforwardly, as: "misology, that is, hatred of reason."
References
Misology Wikipedia(Text) CC BY-SA