Randomizing Meaning: Definition, Examples, and Translations

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randomizing

[หˆrรฆndษ™หŒmaษชz ]

Definitions

Context #1 | Verb

data processing

To arrange or select randomly or in a random manner.

Synonyms

jumble, mix-up, shuffle.

Which Synonym Should You Choose?

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Word Description / Examples
randomizing

When you need to make a selection process fair by ensuring no specific order or pattern.

  • The computer program is randomizing the questions for the quiz
shuffle

When items or elements, especially cards or music tracks, are mixed into a new order, typically randomly.

  • He likes to shuffle his playlist to avoid listening to the same order every time
mix-up

Often used to describe a situation where things have been confused or mistaken for one another, usually leading to some problems. This has a slightly negative connotation.

  • There was a mix-up at the airport, and they lost my luggage
jumble

Used when referring to a disorganized or messy collection of things.

  • Her desk was a jumble of books, papers, and snacks

Examples of usage

  • The algorithm is capable of randomizing the data set efficiently.
  • We need to randomize the order of the elements in the array.
Context #2 | Verb

experiment design

To introduce randomness or variation into an experiment or study.

Synonyms

diversify, randomly assign, vary.

Which Synonym Should You Choose?

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Word Description / Examples
randomizing

Used when you need to make sure something follows no specific pattern or order.

  • The software is randomizing the test questions for each user
vary

Commonly used when you need to describe making changes or creating differences within a set or group to avoid monotony.

  • She tries to vary her workout routine to keep things interesting
diversify

Utilized mainly in business and investment contexts to describe spreading out investments or assets to reduce risk.

  • Itโ€™s important to diversify your investment portfolio to minimize risk
randomly assign

Typically used in research or experimental settings when subjects or items need to be distributed without any specific order.

  • The participants were randomly assigned to either the control group or the experimental group

Examples of usage

  • The researchers decided to randomize the assignment of participants to different groups.
  • It is important to randomize the order of the treatments to avoid bias.

Translations

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Interesting Facts

Science

  • In experiments, randomizing helps researchers make sure their tests are fair by mixing groups of subjects randomly.
  • The theory of probability plays a crucial role in understanding random events, helping predict patterns in seemingly unpredictable situations.
  • Randomized control trials are considered the gold standard in clinical research, determining the effectiveness of new treatments.

Pop Culture

  • Games and entertainment often use randomizing techniques, like rolling dice or drawing cards, to add an element of surprise.
  • The popular game show 'Who Wants to Be a Millionaire' uses randomizing by selecting questions from a large question bank to keep contestants on their toes.
  • Popular online gaming often incorporates randomizing mechanics for loot drops, making each player's experience unique.

Psychology

  • In psychology, randomizing helps prevent biases in research, leading to more reliable results and conclusions.
  • One method used in therapy involves randomization to create new associations and experiences, aiding in mental flexibility.
  • Randomization can affect decision-making; people might choose differently if outcomes seem unpredictable.

Technology

  • Randomizing algorithms are essential in computer security, helping create unpredictable keys for encrypting data.
  • In machine learning, randomization can help avoid overfitting by creating diverse training data subsets.
  • Web-based applications often use randomization to display content differently to users, enhancing engagement.

Origin of 'randomizing'

Main points about word origin

  • The word 'random' comes from the Old French 'randir', meaning to run or gallop, reflecting unpredictability.
  • The suffix '-izing' indicates the action of making something into a state or process, thus 'randomizing' means to make something random.
  • โ€™Randomizationโ€™ became popular in statistical methods during the 20th century as a way to eliminate bias.

The word 'randomize' originated from the word 'random' which has its roots in the Middle English word 'randoun', meaning 'force, speed, impetuosity'. The concept of randomness has been studied in mathematics, statistics, and computer science for centuries, leading to the development of various randomization techniques.


See also: random, randomizer, randomly, randomness.

Word Frequency Rank

Ranking #37,318, this word is encountered relatively rarely in everyday English. It might appear in literary works or specialized texts but isn't essential for general communication.