LOSS OF GENERALITY Meaning and
Definition
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Loss of generality is a concept often encountered in mathematics, physics, and other scientific disciplines. It refers to the phenomenon where assumptions or conditions are made during problem-solving or hypothesis formation that restrict the scope of the analysis to a specific subset of cases or situations. In other words, it is the act of assuming a particular scenario or condition without considering all possible variations, resulting in a reduction in the generality or universality of the conclusion or solution.
When researchers or scientists employ the phrase "without loss of generality," they are suggesting that even if they are intentionally excluding certain possibilities or scenarios, the underlying principles or conclusions will still hold true for the broader set of cases. By making this assumption, they are simplifying the analysis or problem-solving process.
This concept is particularly useful when dealing with complex problems or mathematical equations. By reducing the number of variables or limiting the range of possibilities, mathematicians can find simpler solutions or expressions that are still applicable to a wider set of circumstances. However, it is important to note that loss of generality should be used with caution so as not to overlook crucial exceptions or situations where the assumption does not hold.
In summary, loss of generality is a technique used in scientific analysis to simplify problem-solving by excluding certain possibilities. It is premised on the belief that the simplified analysis will still hold true for a broader range of scenarios.
