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Mulliken population analysis

Mulliken population analysis is a physics topic covered in the lgStudy science library. This page brings together a partial reference excerpt, illustrations, worked examples, real-world applications and a short study plan, so you can understand Mulliken population analysis rather than just read about it. In short: Mulliken charges arise from the Mulliken population analysis and provide a means of estimating partial atomic charges from calculations carried out by the methods of computational chemistry, particularly those based on the linear combination of atomic orbitals molecular orbital method, and are routinely used as variables in linear regression (QSAR) procedures. The method was developed by Robert S.

Key takeaways

  • Mulliken population analysis belongs to physics; place it in that map before memorising details.
  • Learn the definition first, then one example that makes the definition concrete.
  • Connect Mulliken population analysis to a quantity you can measure, compute or draw — that is where exam questions come from.
  • Reproduce the core statement of Mulliken population analysis from memory before moving on to harder problems.

Reference excerpt

Mulliken charges arise from the Mulliken population analysis and provide a means of estimating partial atomic charges from calculations carried out by the methods of computational chemistry, particularly those based on the linear combination of atomic orbitals molecular orbital method, and are routinely used as variables in linear regression (QSAR) procedures. The method was developed by Robert S. Mulliken, after whom the method is named. If the coefficients of the basis functions in the molecular orbital are Cμi for the μ'th basis function in the i'th molecular orbital, the density matrix terms are:

D μ ν = 2 ∑ i C μ i C ν i ∗ {\displaystyle \mathbf {D_{\mu \nu }} =\mathbf {2} \sum _{i}\mathbf {C_{\mu i}} \mathbf {C_{\nu i}^{*}} }

for a closed shell system where each molecular orbital is doubly occupied. The population matrix P {\displaystyle \mathbf {P} } then has terms

P μ ν = D μ ν S μ ν {\displaystyle \mathbf {P_{\mu \nu }} =\mathbf {D_{\mu \nu }} \mathbf {S_{\mu \nu }} }

S {\displaystyle \mathbf {S} } is the overlap matrix of the basis functions. The sum of all terms of P ν μ {\displaystyle \mathbf {P_{\nu \mu }} } summed over μ {\displaystyle \mathbf {\mu } } is the gross orbital product for orbital ν {\displaystyle \mathbf {\nu } } - G O P ν {\displaystyle \mathbf {GOP_{\nu }} } . The sum of the gross orbital products is N - the total number of electrons. The Mulliken population assigns an electronic charge to a given atom A, known as the gross atom population: G A P A {\displaystyle \mathbf {GAP_{A}} } as the sum of G O P ν {\displaystyle \mathbf {GOP_{\nu }} } over all orbitals ν {\displaystyle \mathbf {\nu } } belonging to atom A. The charge, Q A {\displaystyle \mathbf {Q_{A}} } , is then defined as the difference between the number of electrons on the isolated free atom, which is the atomic number Z A {\displaystyle \mathbf {Z_{A}} } , and the gross atom population:

Q A = Z A − G A P A {\displaystyle \mathbf {Q_{A}} =\mathbf {Z_{A}} -\mathbf {GAP_{A}} }

Mathematical problems

Off-diagonal terms One problem with this approach is the equal division of the off-diagonal terms between the two basis functions. This leads to charge separations in molecules that are exaggerated. In a modified Mulliken population analysis, this problem can be reduced by dividing the overlap populations P μ ν {\displaystyle \mathbf {P_{\mu \nu }} } between the corresponding orbital populations P μ μ {\displaystyle \mathbf {P_{\mu \mu }} } and P ν ν {\displaystyle \mathbf {P_{\nu \nu }} } in the ratio between the latter. This choice, although still arbitrary, relates the partitioning in some way to the electronegativity difference between the corresponding atoms.

Ill definition Another problem is the Mulliken charges are explicitly sensitive to the basis set choice. In principle, a complete basis set for a molecule can be spanned by placing a large set of functions on a single atom. In the Mulliken scheme, all the electrons would then be assigned to this atom. The method thus has no complete basis set limit, as the exact value depends on the way the limit is approached. This also means that the charges are ill defined, as there is no exact answer. As a result, the basis set convergence of the charges does not exist, and different basis set families may yield drastically different results. These problems can be addressed by modern methods for computing net atomic charges, such as density derived electrostatic and chemical (DDEC) analysis, intrinsic atomic orbitals, electrostatic potential analysis, and natural population analysis.

… excerpt ends here. Continue reading the full article.

Worked examples

Example 1 — a first encounter with Mulliken population analysis

Start with the simplest possible case. Write down what Mulliken population analysis claims or describes in one sentence, then invent the smallest concrete situation in which that sentence is true. In physics, the smallest case is usually a single object, a single equation or a single measurement. Check that every symbol or term in your sentence has a meaning in that case.

Example 2 — changing one variable

Take the situation from Example 1 and change exactly one quantity: double it, halve it, or set it to zero. Predict what should happen to Mulliken population analysis before you calculate. Comparing your prediction with the result is the fastest way to find out whether you understand the idea or only the words.

Example 3 — an exam-style question

Typical questions about Mulliken population analysis ask you to (a) state it precisely, (b) apply it to given data, and (c) explain a limitation. Practise writing all three answers in under five minutes; the third part is what separates a full-mark answer from an average one.

Applications of Mulliken population analysis

In research
Mulliken population analysis appears in physics research whenever the underlying quantities have to be modelled precisely. Papers usually cite it as a starting assumption and then explore where it breaks down.
In technology and industry
Engineering practice reuses Mulliken population analysis in design rules, simulations and safety margins. Knowing the idea lets you read a specification sheet and understand why the numbers look the way they do.
In the classroom
Mulliken population analysis is common in secondary-school and first-year university syllabi. It links to neighbouring topics Quantum chemistry, so understanding it makes those chapters shorter.
In everyday life
Look for Mulliken population analysis outside the textbook — in sport, cooking, traffic, electronics or the sky above you. An example you found yourself is remembered far longer than one you were given.

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How to study Mulliken population analysis in 20 minutes

  1. Read the reference excerpt below once, without taking notes.
  2. Close the page and write down what Mulliken population analysis means in your own words.
  3. Compare your version with the excerpt and mark what you missed.
  4. Work through the three examples above with pen and paper.
  5. Explain Mulliken population analysis out loud to somebody else — or to Teacher Smith in the lgStudy chat.

Frequently asked questions

What is Mulliken population analysis in simple terms?

Mulliken charges arise from the Mulliken population analysis and provide a means of estimating partial atomic charges from calculations carried out by the methods of computational chemistry, particularly those based on the linear combination of atomic orbitals molecular orbital method, and are rout…

Why does Mulliken population analysis matter?

Because it connects several physics ideas at once: it gives you a definition you can apply, a quantity you can calculate, and a way to check whether a result is plausible.

How should I study Mulliken population analysis?

Read the excerpt, restate it from memory, then work through the examples and applications listed on this page. The five-step study plan above takes about twenty minutes.

What does this page cover?

It gives you a compact reference excerpt plus original lgStudy explanations, examples, applications and study material on Mulliken population analysis.

Tags

  • Quantum chemistry

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