Asked by: Val Siebenborn
medical health infectious diseases

What does a sigmoid curve show?

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In its simplest form, the sigmoid is a representation of time (on the horizontal axis) and activity (on the vertical axis). The wonder of this curve is that it really describes most phenomena, regardless of type. The phenomenon experiences sharp growth. It hits a maturity phase where growth slows, and then stops.


Simply so, what is a sigmoid growth curve?

S-shaped growth curve(sigmoid growth curve) A pattern of growth in which, in a new environment, the population density of an organism increases slowly initially, in a positive acceleration phase; then increases rapidly, approaching an exponential growth rate as in the J-shaped curve; but then declines in a negative

Furthermore, what are phases of sigmoid curve? The growth curve of any organism appears to have a sigmoidal curve which includes lag phase, log phase, stationary phase and the death phase. The lag phase is the adaptation phase for the organism where they acclimatizes themselves to the new environmental conditions provided. The growth is slow at this stage.

Likewise, what does Handy's sigmoid curve outline?

According to Handy, the Sigmoid curve nicely represents the life cycle of most things, such as products and careers. Life cycles have three distinct phases - learning, growth and decline. The product or project needs to be supported through a time of experimenting and learning.

What is sigmoid function used for?

The main reason why we use sigmoid function is because it exists between (0 to 1). Therefore, it is especially used for models where we have to predict the probability as an output. Since probability of anything exists only between the range of 0 and 1, sigmoid is the right choice. The function is differentiable.

Related Question Answers

Dierdre Burdallo

Professional

What is sigmoid shape?

A sigmoid function is a mathematical function having a characteristic "S"-shaped curve or sigmoid curve. A standard choice for a sigmoid function is the logistic function shown in the first figure and defined by the formula: Other standard sigmoid functions are given in the Examples section.

Nelsa Boeckers

Professional

Why is sigmoid curve so called?

Plant growth rate be termed as the increase in growth per unit time. If we plot the increase in cell number (growth rate) against time, a typical S-shaped curve is obtained. This has been called as the growth curve or sigmoid growth curve by Sachs (1873) as the shape of the curve obtained was sigmoid.

Tanesha Kalishevsky

Professional

What is the shape of an exponential growth curve?

When the population size, N, is plotted over time, a J-shaped growth curve is produced. Exponential population growth: When resources are unlimited, populations exhibit exponential growth, resulting in a J-shaped curve. When resources are limited, populations exhibit logistic growth.

Melina Thiericke

Explainer

What is the shape of the growth curve?

Exponential growth produces a J-shaped curve, while logistic growth produces an S-shaped curve.

Creuza Barbu

Explainer

What is double sigmoid curve?

curve with two rapid growth periods. It is assumed. that the double sigmoid pattern of growth of the. strawberry fruit does not appear in an experiment. under fluctuating conditions or when the fruits are.

Abderahim Zhokin

Explainer

What is the difference between J curve and an S curve?

Explain the difference between S and J Curves. S curves (sigmoidal curve) is a population growth curve that shows an initial rapid growth (exponential growth) and then it slows down as the carrying capacity is reached. J Curve is a population growth curve that shows only exponential growth. It shows postive feedback.

Arecio Maierl

Pundit

What does S shaped pattern of population growth represent?

S-shaped pattern of growth curve represents that on introduction to a new area, the population grows slowly in the beginning followed by a sharp exponential increase in growth rate. In the J shaped population growth curve, the population grows exponentially and once it attains the maximum value, it decreases abruptly.

Wanda Kahnen

Pundit

What is the output range of sigmoid function?

tanh is a rescaled logistic sigmoid function. Its outputs range from 0 to 1, and are often interpreted as probabilities (in, say, logistic regression). The tanh function, a.k.a. hyperbolic tangent function, is a rescaling of the logistic sigmoid, such that its outputs range from -1 to 1.

Toccara Saddik

Pundit

Is the logistic function bounded?

Logistic Functions. Logistic functions combine, in one neat package, two characteristic kinds of exponential growth: Since the growth is exponential, the growth rate is actually proportional to the size of the function's value. The second kind of exponential growth is usually called bounded exponential growth.

Daud Pogo

Pundit

What are the three phases of logistic growth?

The growth curve of a population growing according to logistic growth is typically characterized by three phases: an initial establishment phase in which growth is slow, a rapid expansion phase in which the population grows relatively quickly, and a a long entrenchment stage in which the population is close to its

Georges Held

Pundit

What is the lag phase?

During lag phase, bacteria adapt themselves to growth conditions. It is the period where the individual bacteria are maturing and not yet able to divide. During the lag phase of the bacterial growth cycle, synthesis of RNA, enzymes and other molecules occurs.

Johana Mihnov

Teacher

What is a population curve?

A growth curve is a graphical representation of how a particular quantity increases over time. Growth curves are used in statistics to determine the type of growth pattern of the quantity—be it linear, exponential, or cubic. An example of a growth curve is a country's population over time.

Herb Nevejin

Teacher

What is population lag?

bacterial growth curve
This lag phase is the period when the bacteria are adjusting to the environment. Following the lag phase is the log phase, in which population grows in a logarithmic fashion. As the population grows, the bacteria consume available nutrients and produce waste products.

Faraji Agalaroff

Teacher

What are the different phases of population growth?

Lag phase: Population growth begins slowly from a few individuals. Log phase: Exponential growth occurs, the conditions are ideal and maximum growth rate is reached. S-phase: Growth rate begins to slow down as factors such as food, water and space become limiting.

Encarnacion Reinhold

Teacher

What does a J shaped population growth curve indicate?

J-shaped growth curve A curve on a graph that records the situation in which, in a new environment, the population density of an organism increases rapidly in an exponential or logarithmic form, but then stops abruptly as environmental resistance (e.g. seasonality) or some other factor (e.g. the end of the breeding

Virna Enciso

Reviewer

Why population growth is so rapid immediately after the lag phase?

When considering exponential growth rate, explain in detail why after a long lag phase the population begins to grow so rapidly. After the long lag phase population begins to grow rapidly because the total number of organisms that are able to reproduce has increased.

Jasbir Kollerbaur

Reviewer

Is the population growing?

Global human population growth amounts to around 83 million annually, or 1.1% per year. It is expected to keep growing, and estimates have put the total population at 8.6 billion by mid-2030, 9.8 billion by mid-2050 and 11.2 billion by 2100.

Lloyd Gompertz

Reviewer

Is sigmoid a linear function?

The biggest advantage that it has over step and linear function is that it is non-linear. This is an incredibly cool feature of the sigmoid function. This essentially means that when I have multiple neurons having sigmoid function as their activation function – the output is non linear as well.

Yakelin Niekerke

Reviewer

What is drawback of sigmoid function?

Disadvantage: Sigmoid: tend to vanish gradient (cause there is a mechanism to reduce the gradient as "a" increases, where "a" is the input of a sigmoid function. Gradient of Sigmoid: S′(a)=S(a)(1−S(a)). When "a" grows to infinite large, S′(a)=S(a)(1−S(a))=1×(1−1)=0.

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EveryThingWhat Staff Editor

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19th May, 2020

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