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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
maximize the distribution
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "maximize the distribution" is correct and usable in written English.
It can be used in contexts related to optimizing the spread or allocation of resources, products, or information. Example: "Our goal is to maximize the distribution of our new product to reach a wider audience."
✓ Grammatically correct
TechCrunch
Breast Cancer Research
Encyclopedia Britannica
EURASIP Journal on Wireless Communications and Networking
Journal of Statistical Distributions and Applications
BMC Evolutionary Biology
Briefings in Bioinformatics
Data Science and Engineering
EURASIP Journal on Image and Video Processing
EURASIP Journal on Advances in Signal Processing
Environmental Health Perspectives
Electric Power Systems Research
Plosone
Critical Care
BMC Systems Biology
BMC Genomics
Journal of Modern Power Systems and Clean Energy
Journal of Sound and Vibration
CIRP Annals
Huffington Post
BMC Complementary and Alternative Medicine
Annals of Botany
Measurement
Advances in Space Research
Energy
Journal of Cheminformatics
Journal of Audio, Speech, and Music Processing
Biology Direct
Stanford Encyclopedia of Philosophy
Alternative expressions(3)
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
2 human-written examples
We work with thousands of media publishers who aim to maximize the distribution, reach and user opportunities with their content.
News & Media
To identify new causes of breast cancer, epidemiological studies should fully characterize and, ideally, maximize the distribution of candidate risk factors in the population under study.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
58 human-written examples
Kantorovich realized that the problem of maximizing the distribution of raw materials could be solved in mathematical terms.
Encyclopedias
The parameters maximizing the distribution are used for the next expectation step.
This is larger than the Chi-square that maximizes the distribution, χ est, 2 max = M - 2. Hence, χ est, max 2 < χ est, 1 / 2 2, i.e., the Chi-square that corresponds to p-value = 0.5, is located always at the right of the maximum.
Note that the maximum p-value = 0.5 corresponds to the estimated Chi-square χ est, 1 / 2 p ≅ 1 p η p M - 1 3 η p. This is larger than the Chi-square that maximizes the distribution, χ est, 1 / 2 p ≅ 1 p η p M - 1 η p. Hence, again we find �� est, max p < χ est, 1 / 2 p. The statistical test has double role in the case of L p norms.
MAXENT is a machine-learning method that estimates the least biased focal probability distribution by maximizing the distribution's entropy within the constraints of the known data [ 45].
Science
It maximizes the distribution of computational effort (supporting traditional clusters, cloud-based systems and the grid) and presents the results in two ways.
Science
Approaches based on graphical models try to maximize the joint distribution of visual words and the latent topics to effectively capture the latent topic structures present in the visual word collection.
Science
The energies implemented in [18] can only capture a region's model with a single component, being either the mean value of a region (mean energy function) or a normal distribution of the values (Gaussian energy function), or maximize the difference between distribution of values of each region (histogram energy function), with no regard on prior information on the resulting object to detect.
The aim of the MAP algorithm is to maximize the posterior probability distribution for each transmitted symbol/codeword.
Expert writing Tips
Best practice
When discussing resource allocation, use "maximize the distribution" to emphasize optimizing the spread for maximum impact. For instance, "We aim to maximize the distribution of educational resources to underserved communities."
Common error
Avoid focusing solely on increasing the quantity distributed without considering whether it effectively reaches the intended recipients or achieves the desired outcome. It’s more valuable to consider effectiveness of the allocation, instead of just maximizing the volume that is distributed.
Source & Trust
81%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "maximize the distribution" primarily functions as a verbal phrase, often used with an auxiliary verb (e.g., "aim to maximize"). According to Ludwig AI, this expression is grammatically correct and usable. The examples in Ludwig shows its use in various scientific and business domains.
Frequent in
Science
60%
News & Media
20%
Formal & Business
10%
Less common in
Encyclopedias
5%
Reference
3%
Wiki
2%
Ludwig's WRAP-UP
In summary, the phrase "maximize the distribution" is grammatically correct and suitable for expressing the goal of optimizing the reach or allocation of resources, products, or information. As Ludwig AI confirms, it is commonly used in scientific and formal business settings. While it is most frequently found in science contexts, it also appears in news and media. Consider alternatives like "optimize the distribution" to emphasize efficiency, or ""expand the distribution network"" to focus on increasing reach. Be mindful of balancing volume and effectiveness when employing this phrase.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
optimize the distribution
This is a direct synonym, suggesting a focus on efficiency and effectiveness in allocation.
maximize distribution efficiency
Emphasizes the efficiency aspect of the distribution process.
expand the distribution network
Focuses on the physical or logistical aspects of broadening reach.
improve distribution coverage
Highlights the extent to which a distribution reaches its target.
enhance distribution strategies
Shifts the focus to the planning and methods used in distribution.
increase distribution channels
Focuses on adding more avenues through which the distribution occurs.
optimize resource allocation
Broader term referring to maximizing the use of available resources.
amplify the reach
Emphasizes expanding the audience or area affected by the distribution.
extend distribution range
Focuses on the geographical or physical extent of distribution.
scale the distribution process
Suggests increasing the volume or capacity of the distribution.
FAQs
How can I rephrase "maximize the distribution" for a more formal tone?
For a more formal tone, consider using phrases like "optimize the distribution", "enhance the distribution", or "improve distribution coverage".
What does it mean to "maximize the distribution" in a business context?
In a business context, to "maximize the distribution" typically means to increase the reach and availability of a product or service to the largest possible customer base. This can be achieved through strategies that "expand the distribution network".
Is there a difference between "optimize the distribution" and "maximize the distribution"?
While similar, "maximize the distribution" focuses on increasing the quantity or reach. "Optimize the distribution" implies a more strategic approach, focusing on efficiency and effectiveness, ensuring resources are well-allocated to achieve the best results.
When is it appropriate to use the phrase "maximize the distribution"?
It's appropriate when you want to emphasize the goal of reaching the largest possible audience or allocating resources as widely as possible, ensuring broad coverage. For example, "The marketing team aimed to maximize the distribution of the new advertisement."
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Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
81%
Authority and reliability
4.1/5
Expert rating
Real-world application tested