an optimal distribution

USAGE SUMMARY

The phrase "an optimal distribution" is correct and usable in written English.
It can be used in contexts where you are discussing the best or most efficient way to allocate resources, items, or data. Example: "In order to maximize efficiency, we need to establish an optimal distribution of our resources across all departments."

✓ Grammatically correct

Science

Formal & Business

News & Media

Encyclopedias

Wiki

Human-verified examples from authoritative sources

Exact Expressions

48 human-written examples

Hence, the optimized sample configuration strikes a balance between an optimal distribution of observations in feature and geographic space.

Developments in Soil Science

Mathematical optimization was carried out using Water Pinch™ software to achieve an optimal distribution of flows.

Applied Water Science

First, topology optimization, aimed at maximizing global stiffness of the structure, allows to find an optimal distribution of polar components.

International Journal of Solids and Structures

The PET framework allows for an optimal distribution of the transmission bit budget.

EURASIP Journal on Wireless Communications and Networking

(Vallentyne and Steiner 2000, Otsuka 2003) Instrumental theories describe rights as instruments for achieving an optimal distribution of advantages.

SEP

(Scanlon 1977) Instrumental theories differ over how they define what counts as an optimal distribution (maximization, equality, etc).

SEP

Human-verified similar examples from authoritative sources

Similar Expressions

12 human-written examples

(a) Optimal Distribution.

EURASIP Journal on Wireless Communications and Networking

Then a for-loop computational algorithm is executed to search an approximately optimal distribution density of the prism pattern using the neural-network optical model such that high luminance uniformity is achieved.

Optik - International Journal for Light and Electron Optics

This distribution was made using the SPSS function 'Visual binning' resulting in an independent optimal distribution in three subgroups.

Critical Care

This simple calculation for these two methods revealed that the contribution per fragment to the E value using UVPD was 0.56 compared to 0.66 for UVIETD for 10 ms. In essence, this increase in the E value contribution per fragment underscores the possibility of achieving greater sensitivity via creating fewer fragment ions but ones with a more optimal distribution of ion types.

Analytical Chemistry

As a constast, the optimal distribution when loss sensitivity taken into account is shown in Table 2.

Journal of Modern Power Systems and Clean Energy

Expert writing Tips

Best practice

When aiming for "an optimal distribution", clearly define the criteria for 'optimal' within your specific context. This ensures your audience understands the goals and constraints influencing the distribution strategy.

Common error

Avoid assuming that what constitutes "an optimal distribution" in one scenario will automatically apply to another. Always re-evaluate and adapt your distribution strategy based on the specific needs and context of each situation.

Linguistic Context

The phrase "an optimal distribution" functions primarily as a noun phrase, where 'optimal' modifies 'distribution'. Ludwig AI confirms its grammatical correctness and usability across diverse contexts. It typically serves as the subject or object of a sentence, indicating the best possible arrangement or allocation.

Expression frequency: Very common

Frequent in

Science

74%

Encyclopedias

8%

Formal & Business

6%

Less common in

News & Media

6%

Wiki

6%

Social Media

0%

Ludwig's WRAP-UP

In summary, "an optimal distribution" is a grammatically sound and frequently used phrase to describe the most effective arrangement or allocation of resources. As Ludwig AI highlights, it's widely employed in scientific, formal, and technical contexts. While "optimal" implies the best possible outcome, remember to define your 'optimal' criteria clearly. Common errors include assuming universal applicability, so always adapt your approach. Alternatives include "an ideal allocation" or "a perfect distribution", depending on the nuances you wish to convey. The phrase serves to advocate the best arrangement and is found most frequently in scientific contexts.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

a perfect distribution

Replaces 'optimal' with 'perfect', suggesting an ideal but potentially unattainable distribution.

an ideal allocation

Substitutes 'distribution' with 'allocation', focusing on the assignment of resources.

a most efficient distribution

Replaces 'optimal' with 'most efficient', emphasizing effectiveness and minimizing waste.

an ideal arrangement

Uses 'arrangement' instead of 'distribution', highlighting the organization of elements.

a supreme allocation

Replaces 'optimal' with 'supreme', suggesting a distribution that is highest in quality.

a best possible distribution

Emphasizes that the distribution is the best achievable under given circumstances.

an excellent arrangement

Replaces 'optimal' with 'excellent', indicating a distribution of very high quality.

a favorable allocation

Replaces 'optimal' with 'favorable', implying a distribution that produces positive results.

an efficient deployment

Substitutes 'distribution' with 'deployment', focusing on resource utilization for a specific purpose.

an advantageous distribution

Replaces 'optimal' with 'advantageous', highlighting the benefits conferred by the distribution.

FAQs

How can I use "an optimal distribution" in a sentence?

You can use "an optimal distribution" to describe the best way to allocate resources, arrange elements, or manage tasks. For example: "The goal is to achieve "an optimal distribution" of resources to maximize efficiency."

What phrases can I use instead of "an optimal distribution"?

Alternatives to "an optimal distribution" include "an ideal allocation", "a perfect distribution", or "a most efficient distribution" depending on the specific context.

What factors should I consider when seeking "an optimal distribution"?

When seeking "an optimal distribution", consider factors such as resource availability, constraints, desired outcomes, and the specific requirements of the situation. Clearly defining these parameters will help in determining what constitutes the best distribution.

Is there a difference between "an optimal distribution" and "a fair distribution"?

Yes, while "an optimal distribution" focuses on achieving the best possible outcome or efficiency, "a fair distribution" prioritizes equitable allocation. The two may not always align, as what is optimal may not necessarily be perceived as fair, and vice versa.