Used and loved by millions
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
different starting population
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "different starting population" is correct and usable in written English.
It can be used in contexts discussing variations in initial groups or samples in research, studies, or comparisons. Example: "In our experiment, we observed the effects of the treatment on a different starting population than in previous studies."
✓ Grammatically correct
Science
News & Media
Alternative expressions(1)
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
1 human-written examples
It should be noted that the solutions obtained by a genetic algorithm are usually sub-optimal and different solutions can be obtained given a different starting population of candidate solutions.
Human-verified similar examples from authoritative sources
Similar Expressions
59 human-written examples
The DSPR and the CEGS population are two independent populations, created from different starting populations and assayed using different technologies.
Science
Table 3 shows the execution time for each model for a different starting cell population.
Science
With different-sized starting populations of ENC progenitors, resultant ENS ganglia achieve a similar, small size (compared to DRG) and a similar density of distribution (Allan & Newgreen, 1980; Zhang et al., 2010), suggesting some regulatory ability.
Science
This will be specifically important to define the potential cell phenotypes available from a given starting population, and to quantify their relative frequency and association with different microenvironments.
The two characters respond to selection in strikingly different ways despite initially similar patterns of variation in all directions present in the starting population.
Science
Importantly, these differences are not due to the differences in the growth phase of the populations with different starting cell densities, because the total cell numbers suggest a similar number of cell divisions in all four cases (14250 cells/cm2, 17450 cells/cm2, 33240 cells/cm2 and 62380 cells/cm2 in the four cultures respectively).
Science
The optimization was repeated for starting populations of graphs with different values of a and c, as shown in table 1. Column 1: period optimized for.
Science
Assuming that the starting populations were in mutation-migration-drift equilibrium, initial allelic frequencies in different populations were drawn from a Dirichlet distribution [ 38].
Science
The simulated population can represent multiple types of heterogeneity by having a constitutive (in activity of certain nodes in certain simulations, different starting states, or different kinetic parameters (this latter is implicitly captured by using stochastic update).
Science
"Everyone began at different starting points.
Science & Research
Expert writing Tips
Best practice
When describing experimental design, clarify how the "different starting population" affects the outcome variables to ensure clear and reproducible research.
Common error
Avoid assuming that just because you have a "different starting population", the internal dynamics or responses within that population are uniform. Always account for potential heterogeneity.
Source & Trust
80%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "different starting population" primarily functions as a descriptive phrase, modifying a noun to specify a unique or distinct group. It is often used to highlight variations in initial conditions within a study or experiment. As Ludwig AI points out, this phrase is correct and usable in written English.
Frequent in
Science
60%
News & Media
20%
Formal & Business
10%
Less common in
Wiki
5%
Encyclopedias
3%
Reference
2%
Ludwig's WRAP-UP
The phrase "different starting population" is a grammatically correct and commonly used term, particularly in scientific and research contexts, to describe groups or samples that vary in initial characteristics. As confirmed by Ludwig AI, its function is primarily descriptive, serving to highlight variations in baseline conditions. When writing, it's important to clarify how the "different starting population" influences study outcomes. Avoid assuming uniformity within these populations and acknowledge potential heterogeneity. Alternative phrases include "varied initial population" and "distinct initial group".
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
varying original population
Simple and direct, indicating that the original population is not uniform.
varied initial population
Emphasizes the diversity of the starting group, focusing on the range of characteristics present.
diverse seed population
Highlights the heterogeneity of the original population, suggesting a wide array of potential outcomes.
distinct initial group
Focuses on the separateness and individuality of the starting cohort.
dissimilar starting cohort
Stresses the lack of resemblance among the initial participants or elements.
heterogeneous beginning population
Highlights the non-uniform composition of the population at the outset.
divergent initial sample
Implies that the starting sample has elements that tend to move in different directions or deviate from each other.
unique starting pool
Highlights the one-of-a-kind nature of the initial set of subjects or items.
individual initial populations
Focuses on the separateness and autonomy of each initial population.
differentiated initial group
Indicates that the starting group has already undergone some level of distinguishing or separating process.
FAQs
How can I use "different starting population" in a research paper?
In a research paper, use "different starting population" to clearly state that your study involves a group or sample that varies in initial characteristics from previously studied groups. For example, "We analyzed the treatment's effectiveness on a "different starting population" to assess its broader applicability."
What does "different starting population" imply in the context of genetic algorithms?
In genetic algorithms, a "different starting population" means the initial set of candidate solutions used to begin the optimization process varies. This can lead to different, potentially sub-optimal, final solutions as noted by Ludwig.
Is it appropriate to use "varied initial group" instead of "different starting population"?
Yes, "varied initial group" is a suitable alternative. The choice depends on the specific context and the desired emphasis. "Varied initial group" highlights the diversity within the group, while "different starting population" emphasizes the distinction from other groups or studies.
What are some factors that might define a "different starting population" in a clinical trial?
Factors defining a "different starting population" in a clinical trial could include age, gender, ethnicity, pre-existing conditions, or genetic predispositions. Identifying these factors is essential for understanding the trial's results and applicability to other groups.
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
80%
Authority and reliability
4.5/5
Expert rating
Real-world application tested