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Logical Fallacies in Mathematics
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Straw Man
Misrepresents an opponent’s position to make it easier to attack or refute. Example: Person A claims that we should have more math classes. Person B argues that Person A believes students should only study math.
Gambler's Fallacy
Believing that past random events affect the probability of future random events. Example: She rolled six sixes in a row on the dice, so she is less likely to roll a six next time.
Composition Fallacy
Assumes what’s true for individual parts must also be true for the whole. Example: Every part of this mathematical model is simple, so the entire model must be simple.
Appeal to Popularity
Asserts that a proposition is true because many or most people believe it. Example: Most people believe that prime numbers hold mystical significance, so it must be true.
Burden of Proof
Tries to shift the obligation to prove an argument onto the opponent. Example: Prove that this mathematical theorem is not important for our field of study.
Appeal to Ignorance
Claims that a proposition is true because it hasn’t been proven false, or vice versa. Example: No one has ever proven that the Riemann Hypothesis is false, so it must be true.
Sweeping Generalization
Applies a general rule too broadly without considering possible exceptions. Example: Since mathematical truths are universal, any mathematical solution works under all conditions.
Affirming the Consequent
This fallacy occurs when an argument assumes that a specific consequence necessarily implies the condition that leads to it. Example: If it rains, the ground gets wet. The ground is wet, therefore it has rained. (But the ground could be wet for other reasons, like a sprinkler.)
No True Scotsman
Makes an appeal to purity as a way to dismiss relevant criticisms or flaws of an argument. Example: No good mathematician would ever make such an obvious mistake. Therefore, anyone who makes such a mistake is not a good mathematician.
False Equivalence
Drawing an equivalence between two things that are not comparable in the relevant aspects. Example: Saying calculus homework is just as unacceptable as stealing, because they both cause students distress.
False Dilemma
This fallacy arises when an argument presents a situation as having only two exclusive options, one of which is often presented as the inevitable conclusion. Example: If we do not prove the conjecture to be true, it must be false.
Red Herring
Introduces an irrelevant topic to divert attention from the original issue. Example: During a debate on number theory, someone insists on discussing unrelated mathematical history to distract from the mathematical argument at hand.
Begging the Question
An argument where the conclusion is assumed in the premises. Often involves using a word's or phrase's connotation to prove itself. Example: We must encourage our youth to practice higher-level mathematics to improve math skills because higher math improves problem-solving abilities.
Hasty Generalization
Makes a broad conclusion based on a small or unrepresentative sample. Example: Two students in the class solved the problem easily, so the problem must be easy for everyone.
Equivocation
This fallacy exploits the ambiguity of a word or phrase that has multiple meanings to draw a misleading conclusion. Example: A mathematical ‘function’ has a specific meaning. But in the context of a formal event, arguing that there ‘function’ implies calculations is a fallacy.
Post Hoc Ergo Propter Hoc
Assumes that since one event followed another, the first event must have caused the second. Example: I used a new calculator and got a high score on my math test, so the new calculator must have caused my high score.
Non Sequitur
A conclusion or statement that does not logically follow from the previous argument or statement. Example: She’s a mathematician, so she will definitely fix your computer.
Appeal to Authority
Relies on the status of an authority figure or institution instead of a logical argument or concrete evidence. Example: The famous mathematician claimed this equation is unsolvable, so it must be true.
Denying the Antecedent
This fallacy involves the assumption that rejecting the antecedent of a conditional statement also allows one to reject the consequent. Example: If I am a mathematician, then I am good at numbers. I am not a mathematician, hence I am not good at numbers. (One might not be a mathematician but still good with numbers.)
Slippery Slope
Argues that a relatively small step will lead to a chain of related events resulting in some significant effect. Example: If we allow calculators in exams, eventually students won't learn math at all.
Division Fallacy
Assumes what’s true for the whole must also be true for the individual parts. Example: This algorithm is very complex, so every step of the algorithm must also be complex.
Circular Reasoning
This fallacy occurs when the conclusion of an argument is assumed in one of the premises. Example: The theory must be true because the evidence supports the theory, and the evidence is valid because the theory says it is.
Texas Sharpshooter Fallacy
Cherry-picking data clusters to suit an argument, or finding patterns to fit a presumption. Example: Highlighting statistical areas where a certain mathematical theory appears true while ignoring the areas where it does not.
False Analogy
Assumes that if two things are similar in some ways, they are similar in all ways. Example: The human brain is like a computer. Since computers can compute infinitely large numbers, so can the human brain.
False Cause
Wrongly assumes a cause-and-effect relationship. Example: The brighter the moon, the higher the tide. Therefore, the moon’s brightness causes high tides.
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