英語

optimizer

gb/ˈɑptɪmˌaɪzɚ/ us/ˈɑptɪmˌaɪzɚ/
C1 英語
語義
0件の語義
名詞 C1 entity
1

person or tool that improves

Someone or something that improves how well something works.

用法パターン: [something] optimizer; optimizer for [something]
よくある間違い:
Do not use optimizer for the process; use optimization. British English also uses the spelling optimiser.
類義語
improver (broader and less technical; anything that makes something better) | efficiency tool (usually a tool or method that saves time, money, or effort) | maximizer (emphasizes increasing a desirable result rather than balancing several factors)
コロケーション
optimizer tool |optimizer software |performance optimizer |route optimizer |website optimizer |ad optimizer |battery optimizer |price optimizer |portfolio optimizer |cost optimizer
テーマ
technology |business |efficiency
例文
  • The app includes a storage optimizer that removes unnecessary files.
  • Retailers use price optimizers to adjust prices based on demand.
  • As a project manager, she became the team's optimizer, simplifying every workflow.
学習者向け例文
  • My phone has a battery optimizer.
  • We need an optimizer to save time.
名詞 technical C2 entity
2

algorithm finding best parameters

A method that helps a computer or model find the best values.

用法パターン: optimizer minimizes/maximizes [objective]; use [optimizer] to train [model]
よくある間違い:
In machine learning, the optimizer is not the model itself; it is the method that updates the model's parameters.
類義語
optimization algorithm (more explicit and formal term for the same idea) | solver (broader; may solve many kinds of mathematical or computational problems) | training algorithm (used in machine learning when the optimizer is part of model training)
コロケーション
Adam optimizer |SGD optimizer |gradient descent optimizer |stochastic optimizer |global optimizer |local optimizer |constrained optimizer |nonlinear optimizer |optimizer step |optimizer settings
テーマ
computing |mathematics |machine_learning |data_science
例文
  • The Adam optimizer updated the network's weights after each batch.
  • A constrained optimizer finds the best solution while respecting limits such as budget or capacity.
  • Changing the optimizer improved training speed but did not improve accuracy.
学習者向け例文
  • The optimizer helps the AI model learn.
名詞 technical C2 entity
3

value reaching the optimum

A value that gives the best result in a math problem.

用法パターン: [x] is an optimizer of [function]; global/local optimizer
よくある間違い:
In this use, optimizer means the best value or point, not the algorithm that finds it.
類義語
optimal solution (clearer general term for a best possible answer) | maximizer (used when the point gives the highest value) | minimizer (used when the point gives the lowest value)
対義語
suboptimal solution (a possible answer that is not the best)
コロケーション
global optimizer |local optimizer |unique optimizer |approximate optimizer |exact optimizer |candidate optimizer |set of optimizers |optimizer of the function
テーマ
mathematics |optimization
例文
  • The objective is convex, so any local optimizer is also a global optimizer.
  • The function has a unique optimizer at x = 2.
  • The set of optimizers includes every point on that line.
学習者向け例文
  • Here, x = 2 is the optimizer.
文法
辞書形
optimizer
IPA
GB/ˈɑptɪmˌaɪzɚ/
US/ˈɑptɪmˌaɪzɚ/
音節・強勢
op - tim - izer (3音節)
Stress on 1st syllable (op)
活用形
Noun
  • Base: optimizer
  • Plural: optimizers
表現

adam optimizer

1
/ˈædəm ˈɑptɪmˌaɪzɚ/
fixed phrase technical

machine-learning training algorithm

A common method that helps train neural networks.

例文
  • We trained the model with the Adam optimizer and a small learning rate.
  • The Adam optimizer often works well as a default choice for neural networks.

battery optimizer

1
/bˈætɚi ˈɑptɪmˌaɪzɚ/
fixed phrase

battery-saving device feature

A feature that helps a device use less battery power.

例文
  • Turn on the battery optimizer if your phone is losing power quickly.
  • The laptop's battery optimizer limits background apps when the charge is low.

image optimizer

1
/ˈɪmɪd͡ʒ ˈɑptɪmˌaɪzɚ/
fixed phrase

web image compressor

A tool that makes image files smaller or faster to load.

例文
  • Use an image optimizer before uploading large photos to the site.
  • The image optimizer converted the files to a newer format and cut the page size in half.

portfolio optimizer

1
/pɔɹtfˈoʊlioʊ ˈɑptɪmˌaɪzɚ/
fixed phrase technical

investment mix calculator

A finance tool that helps choose a mix of investments.

例文
  • The portfolio optimizer recommended holding more bonds to reduce risk.
  • Investors should not rely on a portfolio optimizer without checking its assumptions.

price optimizer

1
/pɹˈaɪs ˈɑptɪmˌaɪzɚ/
fixed phrase business

pricing recommendation tool

A tool that helps a business choose good prices.

例文
  • The airline uses a price optimizer to adjust fares as demand changes.
  • A price optimizer may lower prices to clear old inventory.

query optimizer

1
/kwˈɪɹi ˈɑptɪmˌaɪzɚ/
fixed phrase technical

database query planner

The part of a database that finds a fast way to answer a query.

例文
  • The query optimizer chose an index scan instead of reading the whole table.
  • Out-of-date statistics can make the query optimizer pick a slow plan.

route optimizer

1
/ɹˈaʊt ˈɑptɪmˌaɪzɚ/
fixed phrase business

tool for efficient routes

A tool that finds the best route for a trip or delivery.

例文
  • The delivery company added a route optimizer to reduce fuel costs.
  • A good route optimizer can account for traffic, delivery windows, and driver schedules.

seo optimizer

1
/sˈioʊ ˈɑptɪmˌaɪzɚ/
fixed phrase business

website search-ranking helper

Someone or something that helps a website appear higher in search results.

例文
  • The company hired an SEO optimizer to improve traffic to its online store.
  • An SEO optimizer suggested clearer page titles and faster loading times.

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