linearize

Thân thiện

The chemist uses a catalyst to linearize the polyethylene polymer.

Definition

1. Verb:
   • To make linear or to arrange into a linear form: The primary meaning is to convert something into a linear sequence, structure, or representation. This often involves taking a complex, multi-dimensional, or non-sequential system and simplifying it into a straight line or a step-by-step order.

Usage

• The verb "linearize" is used in technical, scientific, and mathematical contexts.
• It describes the action of transforming data, a process, a model, or a physical property so that its components follow a direct, proportional, or sequential relationship.
• It is a transitive verb, typically followed by a direct object (e.g., linearize the data, linearize the equation).

Examples

• Verb:
  • The engineer needed to linearize the control system for the simpler analysis.
  • Scientists often linearize complex biochemical pathways to study individual reactions.
  • You can linearize this logarithmic equation by applying a specific mathematical transformation.

Advanced Usage

• "To linearize a model": In engineering and data science, this refers to approximating a non-linear system with a linear model around a specific operating point to simplify analysis and control design.

  • Before applying the standard filter, we must linearize the model near its equilibrium state.

• "To linearize data": In statistics and data visualization, this means transforming data (e.g., using a log transform) so that a trend appears as a straight line on a graph, making relationships easier to identify and model.

  • Plotting the logarithm of the values helped linearize the data, revealing a clear correlation.

Variants and Related Words

• Linearization (n): The process or result of making something linear.

  • The linearization of the differential equation was a crucial step in solving it.

• Linear (adj): Arranged in or extending along a straight or nearly straight line.

  • The relationship between the two variables appeared to be linear after transformation.

Synonyms

• Flatten: To make something flat or level (can be used metaphorically in some data contexts).
• Straighten: To make or become straight.
• Sequentialize: To arrange in a sequence (less common, but captures the ordering aspect).

Antonyms

• Complicate: To make something more complex or intricate.
• Entangle: To twist together into a confusing mass.
• Randomize: To arrange in a random, non-linear order.

Học thuật

Verb

1. make linear or get into a linear form
   • a catalyst linearizes polyethylene

Từ đồng nghĩa

• linearise