optimum distribution

USAGE SUMMARY

The phrase "optimum distribution" is correct and usable in written English.
It can be used in contexts related to economics, logistics, or resource allocation where the most efficient or effective distribution of resources is being discussed. Example: "The research focused on finding the optimum distribution of resources to maximize productivity in the manufacturing process."

✓ Grammatically correct

Science

Encyclopedias

Human-verified examples from authoritative sources

Exact Expressions

43 human-written examples

Much the same argument can be found in Adam Smith's notion of the invisible hand, which produces for society the optimum distribution of goods even though homo economicus acts totally selfishly.

Encyclopedia Britannica

An optimum distribution and density is required for continuous electronic contact.

Nanoscale Research Letters

If p (V 4) ≥ 0, (17) is the optimum distribution of the input.

EURASIP Journal on Advances in Signal Processing

Instead, the target of selection is an optimum distribution of mutation rates, a 'mutational quasispecies'.

Journal of Theoretical Biology

This paper proposes an integrated design method for isolated power system, which combines load modeling, sizing and optimum distribution network.

Energy for Sustainable Development

In order to obtain the optimum distribution of structural properties, an iterative optimization procedure has been adopted.

Journal of Constructional Steel Research

Human-verified similar examples from authoritative sources

Similar Expressions

17 human-written examples

Until now, optimum distributions of damping material are always carried out based on frequency domain responses or structural dynamic characteristics.

Journal of Sound and Vibration

This paper studies optimum distributions of damping material in shell structures subject to impact loads by topology optimization.

Journal of Sound and Vibration

Optimum distributions of the thickness ratio that maximize the system loss factor are obtained through sequential unconstrained minimization techniques.

Journal of Sound and Vibration

The optimum distributions are found to depend significantly on the operating regime, with regions of high constituent loading located in the high reaction-rate zones.

Electrochimica Acta

An optimality criterion method has been developed to maximise global component stiffness, by determining optimum distributions for local section thickness and preform areal mass.

Composites Part A: Applied Science and Manufacturing

Expert writing Tips

Best practice

When using "optimum distribution", ensure that the criteria for 'optimum' are clearly defined. What makes the distribution optimal – cost-effectiveness, efficiency, or some other factor?

Common error

Avoid using "optimum distribution" without specifying what makes it optimal. Always clarify the parameters or goals that the distribution is optimizing for.

Linguistic Context

The phrase "optimum distribution" functions primarily as a noun phrase. It typically acts as a subject or object, denoting the best possible arrangement or allocation. Ludwig AI provides numerous examples illustrating its use in diverse contexts.

Expression frequency: Common

Frequent in

Science

88%

Encyclopedias

4%

News & Media

1%

Less common in

Formal & Business

1%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "optimum distribution" is a grammatically sound and frequently used noun phrase, especially within scientific and technical domains. As Ludwig AI confirms, it signifies the most favorable arrangement or allocation to achieve a specific goal. When employing this phrase, defining the criteria that make the distribution 'optimum' is crucial for clarity. Alternative phrases such as "optimal allocation" or "ideal arrangement" can be used depending on the specific nuance you wish to convey.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

optimum layout

Synonymous and nearly interchangeable, but "layout" implies more spatial arrangement.

optimal allocation

Focuses on the process of assigning resources in the most effective way.

ideal arrangement

Emphasizes the perfect or most suitable positioning or configuration.

peak dispersal

Highlights the act of spreading out to the greatest extent, often in a spatial context.

best configuration

Refers to the most advantageous arrangement of elements within a system.

maximum spread

Emphasizes the extent of dispersion or outreach achieved.

finest partitioning

Implies a refined division or separation into distinct parts.

prime apportionment

Highlights the act of distributing something proportionally, typically resources.

superior layout

Suggests a well-designed spatial arrangement that surpasses others.

top deployment

Emphasizes the strategic positioning or utilization of assets.

FAQs

What does "optimum distribution" mean?

The phrase "optimum distribution" refers to the most favorable or effective arrangement, allocation, or spread of resources, items, or elements in a given context.

How can I use "optimum distribution" in a sentence?

You might say, "The study aimed to determine the "optimum distribution" of vaccines to maximize public health benefits".

What's the difference between "optimum distribution" and "optimal allocation"?

While similar, "optimum distribution" often implies a spatial arrangement or spread, whereas "optimal allocation" more directly relates to the assignment of resources.

What are some alternatives to "optimum distribution"?

Depending on the context, you could use alternatives like "ideal arrangement", "best configuration", or "optimal layout".