Randomly-adjusted

Describing a variable or process where fluctuations or changes are introduced or controlled by a random element. This means that the outcome isn't entirely predictable or determined by a specific set of rules or starting conditions. The 'random' component can be the source of change or influence how other factors interact. The degree and manner in which the random influence alters the system's state differentiates this concept from a process that is simply unpredictable. The adjustment can happen within the confines of pre-defined parameters. It ensures that an element of chance, variability, or uncertainty is incorporated in a controlled manner.

Randomly-adjusted meaning with examples

• The simulated stock market employed a randomly-adjusted algorithm to model unpredictable events, like investor sentiment. Price fluctuations were modified by a random multiplier within defined limits, showcasing unpredictability while avoiding extreme anomalies. This allowed for the realistic testing of investment strategies in a chaotic market environment.
• A genetics experiment used randomly-adjusted environmental factors, such as temperature variations, to observe the effects on plant growth. The temperature was controlled and altered randomly within a tolerable band, to find genetic resilience or vulnerability to climate variation, and to provide statistically relevant results for the study.
• To prevent perfect predictability in the game, a randomly-adjusted difficulty level was introduced. The AI's decision making, from attack strategy to economic decisions, was modified by random factors each turn, forcing players to adapt and increasing replay value. This change kept the game fresh after long periods of use.
• The machine learning model for spam detection employed a randomly-adjusted threshold for email filtering. The model evaluated new emails, using randomly-adjusted criteria. This adaptation helped refine the filter's accuracy over time, to prevent it from becoming stale, while avoiding excessive false positives or negatives.
• In the creation of music, randomly-adjusted pitch and tempo changes were integrated. To generate experimental music, changes were introduced randomly but also controlled by the user’s selection. This method helped create unique soundscapes and artistic creations that were interesting and kept the listeners engaged.