Optimization Meaning: Definition, Examples, and Translations
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optimization
[ˌɒptɪmɪˈzeɪʃən ]
Definitions
data processing
The action of making the best or most effective use of a situation or resource.
Synonyms
enhancement, improvement, streamlining.
Which Synonym Should You Choose?
Word | Description / Examples |
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optimization |
Apply when making something function at its best, often using data and algorithms. Common in tech and business settings.
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improvement |
Utilize when talking about making something better in a general sense, without a specific focus. Suitable in almost any setting.
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enhancement |
Use when making an existing system or product better, without necessarily focusing on efficiency. Applicable in various contexts, including tech, products, and services.
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streamlining |
Best for describing the process of making something more efficient by simplifying it. Often associated with reducing complexity and increasing productivity.
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Examples of usage
- The company implemented optimization strategies to improve efficiency.
- The optimization of the algorithm resulted in faster processing times.
mathematics
The selection of the best or most effective solution from a set of possible alternatives.
Synonyms
efficiency, maximization, optimality.
Which Synonym Should You Choose?
Word | Description / Examples |
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optimization |
Used when discussing the process of making something as effective or functional as possible. Often used in engineering, technology, and business processes.
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maximization |
Refers to the act of making something as large or as great as possible. Often used in finance, business strategies, and resource allocation.
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optimality |
Describes the state of being the best possible, often used in mathematical and economic contexts to refer to conditions that yield the most favorable result.
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efficiency |
Used to describe the ability to accomplish a task with minimal waste of time and resources. Commonly used in productivity, performance, and resource management contexts.
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Examples of usage
- The optimization of the function involved finding the maximum value.
- The optimization process aimed to minimize costs while maximizing profits.
biology
The process of making a species or organism better suited to its environment.
Synonyms
adaptation, evolution, improvement.
Which Synonym Should You Choose?
Word | Description / Examples |
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optimization |
This word should be mentioned only once in the list, as it is repeated. |
adaptation |
Use this word when talking about changing something to fit a new environment or situation. Often used in biological, environmental, and social contexts.
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evolution |
Use this word when discussing gradual development or change over time, often associated with biological change but also applicable to ideas and technologies.
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improvement |
Use this word for general enhancement or making something better. It is a more general term and can be used in a variety of contexts.
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Examples of usage
- Natural selection is a form of optimization in evolutionary biology.
- Genetic optimization can lead to improved traits in a population.
Translations
To see the translation, please select a language from the options available.
Interesting Facts
Science
- In computer science, algorithms are optimized to run faster and use less memory, improving overall performance.
- In biology, the term describes processes like natural selection where organisms adapt for better survival.
- Engineers optimize structures and systems to ensure safety and efficiency, minimizing material while maximizing strength.
Economics
- In economics, businesses optimize production processes to reduce costs and maximize profits.
- Resource allocation can be optimized to ensure that resources are used in ways that yield the best return.
- The concept of 'Pareto efficiency' is crucial, where it's impossible to make one party better off without making another worse off.
Technology
- Websites are optimized for faster loading times to improve user experience and search engine rankings.
- Software applications often undergo optimization to become more user-friendly and efficient.
- Social media algorithms are optimized to show users content they'll engage with the most.
Psychology
- Cognitive optimization strategies help enhance learning by tailoring study methods to individual needs.
- Mindfulness practices can optimize mental well-being by reducing stress and improving focus.
- Behavioral optimization aims to understand and improve decision-making processes in daily life.
Origin of 'optimization'
Main points about word origin
- The word comes from the Latin 'optimum', meaning 'best'.
- It entered English in the 19th century, signifying the process of making something better.
- In math, it refers to finding the best solution from multiple choices.
The word 'optimization' originated from the Latin word 'optimus', meaning 'best'. The concept of optimization has been applied in various fields such as mathematics, engineering, and biology to improve efficiency and effectiveness. The term has gained prominence in the era of data processing and technology, where companies strive to optimize their operations for better performance.
See also: optimizer, optimizing.