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Functionalism01:11

Functionalism

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William James, John Dewey, and Charles Sanders Peirce were instrumental in founding functional psychology, which draws heavily from Darwin's theory of evolution by natural selection. This theory suggests that individual traits, including behaviors, are adapted to their environments through natural selection. At the heart of functionalism is the concept of adaptation, meaning that a trait enhances an individual's chances of survival and reproduction.
James envisioned psychology's...
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Natural selection, a fundamental concept in evolutionary biology, is the mechanism by which evolution is driven, favoring organisms that are best adapted to their environments. This process enhances their chances of survival and reproduction. Adaptation, a key outcome of this process, involves genetic modifications that optimize an organism's functionality under specific environmental challenges, such as extreme cold or thinner air at high altitudes.
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Natural selection is an evolutionary process in which individuals with survival-promoting traits reproduce at higher rates. These favorable traits become more common within a population or species. Naturally selected traits initially arise via random genetic mutations. In order for selection to occur, there must be variation within a population, the trait controlling the variation must be heritable, and there must be an evolutionary advantage for variation in the trait.
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When the fitness of a trait is influenced by how common it is (i.e., its frequency) relative to different traits within a population, this is referred to as frequency-dependent selection. Frequency-dependent selection may occur between species or within a single species. This type of selection can either be positive—with more common phenotypes having higher fitness—or negative, with rarer phenotypes conferring increased fitness.
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Natural selection influences the frequencies of particular alleles and phenotypes within populations in several different ways. Primarily, natural selection can be directional, stabilizing, or disruptive. Directional selection favors one extreme trait and shifts the population towards that phenotype while selecting against individuals displaying alternate traits. Stabilizing selection favors an intermediate trait with a narrow range of variation. Deviation from the optimal phenotype towards an...
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Natural determinant reference functional theory.

Jason M Yu1, Jeffrey Tsai1, Ahmadreza Rajabi1

  • 1Department of Chemistry, University of California Irvine, 1102 Natural Sciences II, Irvine, California 92697-2025, USA.

The Journal of Chemical Physics
|January 22, 2024
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Summary
This summary is machine-generated.

The natural determinant reference (NDR) offers a new approach to calculating ground-state energies and properties. This method overcomes previous limitations by using a grand-canonical ensemble framework for accurate quantum mechanical calculations.

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Area of Science:

  • Quantum Chemistry
  • Computational Physics
  • Materials Science

Background:

  • The natural determinant reference (NDR) is the Slater determinant of the most occupied natural orbitals for an N-electron system.
  • Unlike Kohn-Sham (KS) determinants, NDR provides an idempotent approximation to the interacting one-particle reduced density matrix.
  • NDR is well-defined in standard basis sets and is invariant to representation.

Purpose of the Study:

  • To overcome the under-determination problem in defining ground-state energy functionals for NDR.
  • To develop a variational method for determining ground-state energy, NDR, ionization potentials, and electron affinities.
  • To establish Natural Determinant Reference functional theory as an exactification of orbital optimization and generalized KS methods.

Main Methods:

  • Utilizing a grand-canonical ensemble framework at the zero-temperature limit.
  • Developing a grand potential functional based on the NDR ensemble.
  • Formulating NDR functionals dependent on the noninteracting Hamiltonian.

Main Results:

  • The grand potential functional enables variational determination of ground-state energy and its corresponding NDR (ensemble).
  • The method accurately predicts select ionization potentials and electron affinities.
  • NDR functional theory provides an alternative to KS-inversion and optimized effective potentials.

Conclusions:

  • The grand-canonical ensemble approach successfully addresses prior limitations in NDR functional theory.
  • NDR functional theory offers a robust and accurate method for electronic structure calculations.
  • This approach simplifies calculations by avoiding KS-inversion and optimized effective potentials.