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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
a gradient of cost
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "a gradient of cost" is correct and usable in written English.
It can be used to describe a range or variation in costs associated with a particular product, service, or project. Example: "The project budget presented a gradient of cost, with options ranging from basic to premium features."
✓ Grammatically correct
Science
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 similar examples from authoritative sources
Similar Expressions
60 human-written examples
The Daphnia distribution follows a gradient of costs (to reach warm water), not resources.
Science
We discuss two methods of deriving an adjoint system necessary to obtain a gradient of a cost functional.
The gradient of cost function ({nabla _{{theta _j}Jleft( theta right) ) is given by following equation: begin{aligned} {nabla _{{theta _j}Jleft( theta right) =-frac{1}{v}sum _{i=1}^vleft[ x_ileft( 1left{ y_i=jright} -P y_i=jvert x_i theta )right) right], end{aligned} (9 where weight parameters are updated by ({theta _j={theta _j-alpha {nabla _{{theta _j}Jleft( theta right) ) for (j=1,ldots,k).
Since SGF aims to route data along an energy-efficient path to the sink, energy consumption is used as link cost for establishing a gradient of each sensor node.
An Artificial Neural Network is employed as a Critic to estimate the gradient of cost-to-go function.
Science
There is a gradient of anonymity in the online world, and review-writing is no exception.
News & Media
Try painting a gradient of one color.
Wiki
P.678 right column bottom paragraph: "There are two types of energy cost during chemotaxis: one for running and tumbling ("the cost of searching for a resource") and one for moving along a gradient ("the cost of migrating toward that resource") (primary source).
Academia
We obtain analytic formulae for the gradients of cost functionals with respect to the parameters of the grating profile and the thickness of the layers, so that the optimal design problems can be solved by minimization algorithms based on gradient descent.
Participants were ranked according to gradients of cost (Top 1%, Top 2-5%, Top 6-50% and Bottom 50%) and multinomial logistic regression was used to investigate a wide range of factors, including health behaviors and socio-demographics, likely associated with HCU status.
Science
For the outcome, we calculated costs based on utilization for the year following interview date and ranked individuals according to gradients of cost within each CCHS cohort (1, 2 5, 6 50 and lower 50th percentiles); HCU were defined as the Top 5% of users.
Science
Expert writing Tips
Best practice
When discussing budgets or financial plans, use "a gradient of cost" to illustrate that prices vary depending on several factors.
Common error
Avoid using "a gradient of cost" when you simply mean a high cost; the phrase implies a spectrum or range, not just a single, expensive price point.
Source & Trust
71%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "a gradient of cost" functions as a noun phrase. According to Ludwig, it is usable in written English and describes a range or variation in costs. Examples show usage in scientific contexts, indicating its suitability for technical discussions.
Frequent in
Science
100%
Less common in
News & Media
0%
Formal & Business
0%
Wiki
0%
Ludwig's WRAP-UP
In summary, "a gradient of cost" is a grammatically sound phrase used to describe a range or variation in costs. Ludwig AI indicates its correct usage in written English. While not highly frequent, it is particularly relevant in scientific and technical domains where cost variations need to be articulated precisely. When using this phrase, ensure that the context supports the idea of a spectrum or range of expenses rather than a single, high cost. Ludwig's examples highlight its role in describing cost variations due to factors like energy efficiency and optimization algorithms. Consider alternatives like "cost variation" or "sliding scale of costs" if a simpler or more specific term is needed.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
cost variation
This alternative is more concise, focusing on the idea of costs that are not fixed.
cost range
This suggests a set of possible costs, rather than a continuous change.
spectrum of expenses
Similar to cost range, but perhaps implying a broader and more diverse set of expenses.
sliding scale of costs
This highlights the incremental changes in price as it goes up or down.
variable cost structure
Suggests the costs are not fixed and subject to change depending on various parameters.
escalating cost curve
Implies costs are going upward, usually rapidly.
cost fluctuation
Focuses on the unpredictable change in cost over time.
gradual cost increase
Specifies that the cost is going up incrementally.
differential pricing
Highlights that different customers or situations have different costs.
tiered pricing
Highlights a system of different costs depending on the tier of service or product.
FAQs
How can I describe different levels of expenses instead of "a gradient of cost"?
Consider using phrases like "a "cost range"", "spectrum of expenses", or "sliding scale of costs" to convey varying levels of expenses.
Is "a gradient of cost" appropriate for formal writing?
Yes, "a gradient of cost" is suitable for formal writing, particularly in technical or scientific contexts where varying costs are analyzed. However, ensure that the context supports the use of this phrase over simpler alternatives like "cost variation".
What does "a gradient of cost" imply about pricing?
"A gradient of cost" implies that costs are not fixed but vary depending on certain parameters. It suggests a continuous or incremental change rather than a single price point. This concept is related to "variable cost structure".
How does "a gradient of cost" differ from "tiered pricing"?
"A gradient of cost" suggests a continuous range of costs, while "tiered pricing" implies distinct levels or categories of pricing. The former is more fluid, while the latter is more structured.
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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
71%
Authority and reliability
4.1/5
Expert rating
Real-world application tested