Breeders Equation Calculator

Measure expected genetic response from selection with inputs. Enter trait means, heritability, and variance data. Review steps, examples, exports, and breeding insight instantly today.

Calculator Inputs

Example Data Table

Trait Population Mean Selected Mean S R Next Mean
Milk yield 100 kg 115 kg 0.35 15 kg 5.25 kg 105.25 kg
Plant height 80 cm 88 cm 0.42 8 cm 3.36 cm 83.36 cm
Seed weight 25 g 30 g 0.50 5 g 2.50 g 27.50 g

Formula Used

Breeder’s equation: R = h² × S

Selection differential: S = selected parent mean − population mean

Heritability from variance: h² = VA / VP

Predicted next generation mean: next mean = population mean + R

Cumulative response: cumulative response = R × number of generations

Realized heritability: realized h² = observed response / S

Here, R is predicted response to selection, h² is narrow-sense heritability, and S is the selection differential.

How to Use This Calculator

  1. Enter the trait name and unit for clear reporting.
  2. Enter the population mean and selected parent mean.
  3. Enter selection differential directly if you already know S.
  4. Enter heritability directly, or provide VA and VP.
  5. Add observed response if you want a realized comparison.
  6. Set generations and decimal places.
  7. Press Calculate to view results above the form.
  8. Use CSV or PDF buttons to save the final output.

Breeders Equation Guide

Meaning

The breeder’s equation is a compact model for predicting change in a quantitative trait after selection. It connects three ideas. Heritability describes how much observed variation is passed through additive genetic effects. The selection differential measures how far chosen parents differ from the whole population. The response predicts the expected shift in the next generation.

Calculator Purpose

This calculator helps students and breeders test those relationships quickly. It supports direct input of heritability and selection differential. It also calculates heritability from additive genetic variance and phenotypic variance. It can calculate selection differential from the selected mean and population mean. That makes the tool useful when different forms of data are available.

Core Method

The central equation is R = h²S. R is the response to selection. h² is narrow sense heritability. S is the selection differential. When the trait mean of the base population is known, the predicted next generation mean is found by adding R to that base mean. For repeated generations, the simple projection adds the same response each generation. Real breeding programs may change because selection intensity, environment, and variance can shift over time.

Input Steps

Use the calculator by entering a population mean and selected parent mean, or by entering a direct selection differential. Then enter heritability directly, or provide additive and phenotypic variances. Add an optional observed response to compare prediction error. Choose units and decimal places for clear reporting. Submit the form to see results above the inputs. Use the export buttons to save the calculation.

Interpreting Results

The results should be read as a prediction, not a guarantee. High heritability means selection can cause faster progress, but it does not remove environmental influence. A large selection differential can increase response, yet it may reduce diversity if applied too strongly. Negative values are also meaningful. They show selection toward a lower trait value.

Best Use

This page is designed for math practice, genetics lessons, plant breeding examples, animal breeding planning, and simple quantitative genetics checks. Always confirm biological assumptions before applying results to costly decisions. Because the inputs are transparent, learners can change one number and observe the effect. This supports sensitivity testing. It also shows why precise measurement and balanced sampling matter in breeding calculations. Keep records for every scenario compared during each review.

FAQs

What does the breeder’s equation calculate?

It calculates the expected response to selection. The response shows how much a trait may change in the next generation when heritability and selection differential are known.

What is the main formula?

The main formula is R = h² × S. R is response, h² is narrow-sense heritability, and S is the selection differential.

Can heritability be greater than one?

No. Narrow-sense heritability normally ranges from zero to one. Values outside that range usually mean the inputs, assumptions, or variance estimates need checking.

How is selection differential found?

Selection differential is found by subtracting the population mean from the selected parent mean. You can also enter it directly when it is already known.

What does a negative response mean?

A negative response means the expected trait mean decreases. This can happen when selected parents have a lower mean than the base population.

What is realized heritability?

Realized heritability compares observed response with selection differential. It is calculated as observed response divided by S when both values are available.

Why add phenotypic variance?

Phenotypic variance lets the calculator estimate heritability from VA divided by VP. It also supports a simple selection intensity estimate.

Can I export the results?

Yes. Use the CSV button for spreadsheet work. Use the PDF button for a simple printable report of the calculated values.

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Important Note: All the Calculators listed in this site are for educational purpose only and we do not guarentee the accuracy of results. Please do consult with other sources as well.