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The Coincidence and Certainty in Life: Categorization and Analysis of Events
MATH901A-PEP-CNLesson 5
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Foundations of Probability Theory: Event ClassificationDeterminism (Certain / Impossible)Uncertainty (Random)
Welcome to the world of probability! We once lived in the certainty of geometry: given a fixed radius $r$ and distance $d$, the position of a point on a circle is uniquely determined. Yet in reality, when we roll a die or draw a lottery slip, outcomes are often filled with 'chance'. In this lesson, we’ll learn how to classify these phenomena using mathematical language.

From Determinism to Randomness

In mathematics, based on the likelihood of an event occurring under specific conditions, we can categorize events into three main types:

1. Certain Events

Under certain conditions,will inevitably occuran event that will definitely happen. For example: in the same circle, a diameter perpendicular to a chord bisects it. When the condition (perpendicular and passing through the center) is met, the result (bisecting) occurs with 100% certainty.

2. Impossible Events

Under certain conditions,will never occuran event that will never happen. For example: under the inscribed angle theorem, the inscribed angle subtended by the same arc is greater than the central angle. The probability of such an event is 0.

3. Random Events

Under certain conditions,may or may not occuran event that may or may not happen. For example: rolling a six on a die. Before the action takes place, we cannot predict the exact outcome.

Geometric Symmetry and Probability Balance

The axial, central, and rotational symmetry of circles (key concept: circle symmetry) symbolize an ideal state of balance. This aligns logically with the assumption of 'uniformity' in random experiments within probability theory. When we say a die is fair, we're essentially assuming its physical symmetry leads to balanced probabilities for all outcomes.

🎯 Core Mental Model
The key to identifying an event type lies in whether, underspecific conditions, the outcome is 'uniquely determined' or 'multiple possibilities exist'.