maximizes the entropy

USAGE SUMMARY

"maximizes the entropy" is a grammatically correct and usable phrase in written English.
It can be used to describe a situation where the maximum amount of disorder or randomness is achieved. For example: - The development of new computer algorithms maximizes the entropy, allowing for more efficient data processing. - Using a variety of spices in cooking maximizes the entropy of flavors in a dish. - When solving a jigsaw puzzle, starting with the edges maximizes the entropy and makes it easier to fit the remaining pieces.

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

14 human-written examples

The idea is to obtain a centrality distribution that maximizes the entropy.

Computer Networks

Our main contribution is an explicit formula defining a process Y⁎ which maximizes the entropy.

Information and Computation

It is shown that the pdf which maximizes (or equivalently minimizes) an engineering metric is potentially different from the pdf which maximizes the entropy.

Probabilistic Engineering Mechanics

A protein is designed to fold into the structure that maximizes the entropy of water under the requirement that sufficiently many intramolecular hydrogen bonds be formed to compensate the dehydration penalty.

Chemical Physics Letters

First, we show that the exponential distribution maximizes the entropy over all distributions with non-negative support.

EURASIP Journal on Wireless Communications and Networking

which incorporates the fact that Gaussian distribution maximizes the entropy of a RV for a given value of the second moment.

EURASIP Journal on Wireless Communications and Networking

Human-verified similar examples from authoritative sources

Similar Expressions

44 human-written examples

The MaxEnt distribution is the probability distribution that maximizes the information entropy subject to a set of information-containing constraints, and so assumes no prior information other than the stated constraints.

Plosone

According to this principle a metabolic network tends to maximize the entropy production rate while satisfying mass balances and maximal rate constraints.

Metabolic Engineering

The optimum multilevel thresholding is found by maximizing the entropy.

Measurement

Optimization of scale-free networks' robustness to random failures with average connectivity constant is equivalent to maximizing the entropy of the degree distribution.

Physica A: Statistical Mechanics and its Applications

This latter constraint amounts to maximizing the entropy of the probability distribution in question.

SEP

Expert writing Tips

Best practice

When discussing systems or processes, use "maximizes the entropy" to indicate the tendency toward greater disorder or randomness. This is especially relevant in thermodynamics, information theory, and statistical mechanics.

Common error

Avoid using "maximizes the entropy" when you actually mean to describe maximizing efficiency or minimizing energy. Entropy specifically refers to disorder or uncertainty, not simply 'good' outcomes.

Linguistic Context

The phrase "maximizes the entropy" functions as a verb phrase, where "maximizes" is the verb and "the entropy" is the direct object. As Ludwig AI confirms, the phrase is grammatically correct and used in written English.

Expression frequency: Uncommon

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Encyclopedias

0%

Ludwig's WRAP-UP

In summary, "maximizes the entropy" is a grammatically sound phrase predominantly used in scientific and technical contexts. As confirmed by Ludwig AI, it describes the action of increasing disorder or randomness within a system. Related phrases, such as "achieves maximum entropy" or "optimizes entropy", offer alternative ways to convey this concept. While the phrase is correct, it's essential to avoid confusing entropy with other concepts like efficiency or energy. The phrase finds its home in scientific literature, and while less frequent in general media, its meaning remains consistent and precise when it comes to technical discussions.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

achieves maximum entropy

Replaces "maximizes" with "achieves", keeping the core meaning intact. The focus remains on attaining the highest possible entropy.

optimizes entropy

Substitutes "maximizes" with "optimizes", suggesting a fine-tuning process to reach the highest entropy level. This alternative implies a more controlled approach.

increases entropy to the highest degree

Expands on the original phrase to explicitly state the attainment of the highest degree of entropy. This alternative adds emphasis and clarity.

leads to maximum entropy

Shifts the focus from the action of maximizing to the result, indicating that something causes the entropy to reach its maximum.

yields maximum entropy

Similar to "leads to maximum entropy", this phrase emphasizes the outcome of a process resulting in maximum entropy.

attains peak entropy

Replaces "maximizes" with "attains peak", suggesting reaching the highest point of entropy. The word choice adds a sense of culmination.

drives entropy to its maximum

This alternative portrays a more active process of pushing entropy towards its highest possible level.

realizes maximal entropy

Substitutes "maximizes" with "realizes maximal", implying the actual manifestation of the highest possible entropy.

elevates entropy to its peak

Emphasizes the process of raising entropy to its highest point, suggesting a deliberate effort or mechanism.

reaches a state of maximum entropy

Focuses on the resulting state, describing the condition of having reached the highest entropy level. This alternative provides a broader perspective.

FAQs

How is "maximizes the entropy" used in scientific contexts?

In science, "maximizes the entropy" often refers to systems evolving towards states of higher disorder, such as in thermodynamics or information theory. It describes a process that increases randomness or uncertainty.

What's a simpler way to say "maximizes the entropy"?

Alternatives include "achieves maximum entropy" or "optimizes entropy", depending on the nuance you want to convey. The phrase "achieves maximum entropy" is very similar in meaning.

Is it correct to say "the system minimizes entropy"?

No, that's generally incorrect. The second law of thermodynamics states that entropy tends to increase in isolated systems, not decrease. Therefore, systems typically "maximize the entropy" rather than minimize it.

How does "maximizes the entropy" relate to information theory?

In information theory, "maximizes the entropy" can describe a probability distribution that is as uniform as possible, given certain constraints. This reflects a state of maximal uncertainty about the outcome of a random variable.