optimization

USAGE SUMMARY

The word "optimization" is correct and usable in written English.
It can be used to refer to the process of making something as fully perfect, functional, or effective as possible. For example: "We need to work on the optimization of our resources to maximize our company's productivity."

✓ Grammatically correct

Science

Encyclopedias

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

The second condition is taken to involve speaker's optimization: for ⟨f,i⟩ to be optimal for the speaker, it has to be the case that she cannot use a more optimal form f ′ to express i. ⟨f ′,i⟩ > ⟨f,i⟩ iff either (i) P(i | ⟦f ′⟧) > P(i | ⟦ f ⟧), or (ii) P(i | ⟦f ′⟧) = P(i | ⟦ f ⟧) and f ′ is a less complex form to express i than f is.

SEP

Optimization problems typically have three fundamental elements.

Encyclopedia Britannica

Finally, there are problems of optimization.

Encyclopedia Britannica

The first woman to win the prize was Frances E. Allen, in 2006, for her work in compiler optimization, which contributed to the development of parallel execution in multiprocessing.

Encyclopedia Britannica

The choice of one or a few appropriate control actions, among the many possibilities that may be available, is then based on information of type B. This choice is called optimization.

Encyclopedia Britannica

The task of control theory is to study the mathematical quantification of these two basic problems and then to deduce applied mathematical methods whereby a concrete answer to optimization can be obtained.

Encyclopedia Britannica

If this condition is satisfied, methods of optimization can pick out the right kind of control using information of type B. The controllability condition is of great practical and philosophical importance.

Encyclopedia Britannica

A prediction of data that are not yet received as input can be accomplished, provided the data are what will later be defined to constitute a stationary time series and provided the prediction is restricted according to a well-defined optimization procedure.

Encyclopedia Britannica

Either the saving or the borrowing can be justified in the rational optimization framework (if we assume that savers are rational and patient while borrowers are rational but impatient), but the simultaneous practice of saving at a low interest rate and borrowing at a high interest rate is virtually impossible to reconcile within the rationality framework.

Encyclopedia Britannica

Within the rational optimization framework, there are two main approaches.

Encyclopedia Britannica

The original (or "primal") optimization problem was given its standard formulation by von Neumann in 1947.

Encyclopedia Britannica

Expert writing Tips

Best practice

When discussing "optimization", be specific about what aspect is being optimized (e.g., cost, time, performance) to provide clarity.

Common error

Avoid using "optimization" without specifying the constraints or objectives. Without context, it's unclear what the "best" outcome entails. For example, say "cost optimization" or "performance optimization" instead of just "optimization".

Linguistic Context

The primary grammatical function of "optimization" is that of a noun. It refers to the process or method of making something as functional or effective as possible. As supported by Ludwig, the word is deemed correct and suitable for use in formal English.

Expression frequency: Very common

Frequent in

Science

37%

Encyclopedias

34%

Formal & Business

9%

Less common in

News & Media

8%

Academia

7%

Wiki

5%

Ludwig's WRAP-UP

In summary, "optimization" is a noun referring to the process of making something as effective, perfect, or functional as possible. Ludwig AI confirms its grammatical correctness and broad applicability across diverse fields like science, technology, and business. It is particularly prevalent in formal and scientific contexts. When using "optimization", it's crucial to provide context, specifying what aspect is being optimized for clarity. Related concepts include "process improvement", "efficiency enhancement", and "resource maximization". Remember, effective communication involves not just using the right words, but also providing the necessary context for those words to resonate fully.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

process improvement

Focuses specifically on enhancing the efficiency of a process.

efficiency enhancement

Highlights the act of making something more efficient.

performance boost

Emphasizes an increase in performance.

resource maximization

Specifically refers to making the most of available resources.

system refinement

Implies a more subtle and detailed approach to improvement.

strategic tuning

Suggests adjustments made with a specific strategy in mind.

functional enhancement

Focuses on improving the functionality of something.

effectiveness amplification

Highlights the increase in the level of effectivness.

productivity gains

Refers to improvements in productivity.

best possible outcome

Focuses on achieving the most favorable result.

FAQs

How is "optimization" used in technical contexts?

In technical fields like computer science and engineering, "optimization" refers to the process of improving a system's performance, efficiency, or resource utilization. It often involves algorithms and mathematical models to find the best solution within given constraints.

What's the difference between "optimization" and "maximization"?

"Optimization" generally involves finding the best solution within a set of constraints, while maximization focuses solely on achieving the highest possible value, even if it means disregarding limitations. For example, maximizing profit might lead to unsustainable practices, while optimizing profit considers long-term sustainability.

What are some synonyms for "optimization"?

Depending on the context, you could use synonyms like "improvement", "enhancement", "refinement", or "streamlining". The best choice depends on the specific nuance you want to convey.

How does "optimization" relate to efficiency?

"Optimization" often directly targets efficiency. When optimizing a process, one common goal is to reduce wasted resources, time, or energy, thereby improving overall efficiency. This can involve identifying bottlenecks, reducing redundancies, and implementing more effective strategies.