---
_id: '9813'
abstract:
- lang: eng
  text: 'File S1 contains figures that clarify the following features: (i) effect
    of population size on the average number/frequency of SI classes, (ii) changes
    in the minimal completeness deficit in time for a single class, and (iii) diversification
    diagrams for all studied pathways, including the summary figure for k = 8. File
    S2 contains the code required for a stochastic simulation of the SLF system with
    an example. This file also includes the output in the form of figures and tables.'
article_processing_charge: No
author:
- first_name: Katarína
  full_name: Bod'ová, Katarína
  id: 2BA24EA0-F248-11E8-B48F-1D18A9856A87
  last_name: Bod'ová
  orcid: 0000-0002-7214-0171
- first_name: Tadeas
  full_name: Priklopil, Tadeas
  id: 3C869AA0-F248-11E8-B48F-1D18A9856A87
  last_name: Priklopil
- first_name: David
  full_name: Field, David
  id: 419049E2-F248-11E8-B48F-1D18A9856A87
  last_name: Field
  orcid: 0000-0002-4014-8478
- first_name: Nicholas H
  full_name: Barton, Nicholas H
  id: 4880FE40-F248-11E8-B48F-1D18A9856A87
  last_name: Barton
  orcid: 0000-0002-8548-5240
- first_name: Melinda
  full_name: Pickup, Melinda
  id: 2C78037E-F248-11E8-B48F-1D18A9856A87
  last_name: Pickup
  orcid: 0000-0001-6118-0541
citation:
  ama: Bodova K, Priklopil T, Field D, Barton NH, Pickup M. Supplemental material
    for Bodova et al., 2018. 2018. doi:<a href="https://doi.org/10.25386/genetics.6148304.v1">10.25386/genetics.6148304.v1</a>
  apa: Bodova, K., Priklopil, T., Field, D., Barton, N. H., &#38; Pickup, M. (2018).
    Supplemental material for Bodova et al., 2018. Genetics Society of America. <a
    href="https://doi.org/10.25386/genetics.6148304.v1">https://doi.org/10.25386/genetics.6148304.v1</a>
  chicago: Bodova, Katarina, Tadeas Priklopil, David Field, Nicholas H Barton, and
    Melinda Pickup. “Supplemental Material for Bodova et Al., 2018.” Genetics Society
    of America, 2018. <a href="https://doi.org/10.25386/genetics.6148304.v1">https://doi.org/10.25386/genetics.6148304.v1</a>.
  ieee: K. Bodova, T. Priklopil, D. Field, N. H. Barton, and M. Pickup, “Supplemental
    material for Bodova et al., 2018.” Genetics Society of America, 2018.
  ista: Bodova K, Priklopil T, Field D, Barton NH, Pickup M. 2018. Supplemental material
    for Bodova et al., 2018, Genetics Society of America, <a href="https://doi.org/10.25386/genetics.6148304.v1">10.25386/genetics.6148304.v1</a>.
  mla: Bodova, Katarina, et al. <i>Supplemental Material for Bodova et Al., 2018</i>.
    Genetics Society of America, 2018, doi:<a href="https://doi.org/10.25386/genetics.6148304.v1">10.25386/genetics.6148304.v1</a>.
  short: K. Bodova, T. Priklopil, D. Field, N.H. Barton, M. Pickup, (2018).
date_created: 2021-08-06T13:04:32Z
date_published: 2018-04-30T00:00:00Z
date_updated: 2025-04-15T07:17:08Z
day: '30'
department:
- _id: NiBa
- _id: GaTk
doi: 10.25386/genetics.6148304.v1
main_file_link:
- open_access: '1'
  url: https://doi.org/10.25386/genetics.6148304.v1
month: '04'
oa: 1
oa_version: Published Version
publisher: Genetics Society of America
related_material:
  record:
  - id: '316'
    relation: used_in_publication
    status: public
status: public
title: Supplemental material for Bodova et al., 2018
type: research_data_reference
user_id: 6785fbc1-c503-11eb-8a32-93094b40e1cf
year: '2018'
...
---
_id: '316'
abstract:
- lang: eng
  text: 'Self-incompatibility (SI) is a genetically based recognition system that
    functions to prevent self-fertilization and mating among related plants. An enduring
    puzzle in SI is how the high diversity observed in nature arises and is maintained.
    Based on the underlying recognition mechanism, SI can be classified into two main
    groups: self- and non-self recognition. Most work has focused on diversification
    within self-recognition systems despite expected differences between the two groups
    in the evolutionary pathways and outcomes of diversification. Here, we use a deterministic
    population genetic model and stochastic simulations to investigate how novel S-haplotypes
    evolve in a gametophytic non-self recognition (SRNase/S Locus F-box (SLF)) SI
    system. For this model the pathways for diversification involve either the maintenance
    or breakdown of SI and can vary in the order of mutations of the female (SRNase)
    and male (SLF) components. We show analytically that diversification can occur
    with high inbreeding depression and self-pollination, but this varies with evolutionary
    pathway and level of completeness (which determines the number of potential mating
    partners in the population), and in general is more likely for lower haplotype
    number. The conditions for diversification are broader in stochastic simulations
    of finite population size. However, the number of haplotypes observed under high
    inbreeding and moderate to high self-pollination is less than that commonly observed
    in nature. Diversification was observed through pathways that maintain SI as well
    as through self-compatible intermediates. Yet the lifespan of diversified haplotypes
    was sensitive to their level of completeness. By examining diversification in
    a non-self recognition SI system, this model extends our understanding of the
    evolution and maintenance of haplotype diversity observed in a self recognition
    system common in flowering plants.'
article_processing_charge: No
article_type: original
author:
- first_name: Katarina
  full_name: Bodova, Katarina
  id: 2BA24EA0-F248-11E8-B48F-1D18A9856A87
  last_name: Bodova
  orcid: 0000-0002-7214-0171
- first_name: Tadeas
  full_name: Priklopil, Tadeas
  id: 3C869AA0-F248-11E8-B48F-1D18A9856A87
  last_name: Priklopil
- first_name: David
  full_name: Field, David
  id: 419049E2-F248-11E8-B48F-1D18A9856A87
  last_name: Field
  orcid: 0000-0002-4014-8478
- first_name: Nicholas H
  full_name: Barton, Nicholas H
  id: 4880FE40-F248-11E8-B48F-1D18A9856A87
  last_name: Barton
  orcid: 0000-0002-8548-5240
- first_name: Melinda
  full_name: Pickup, Melinda
  id: 2C78037E-F248-11E8-B48F-1D18A9856A87
  last_name: Pickup
  orcid: 0000-0001-6118-0541
citation:
  ama: Bodova K, Priklopil T, Field D, Barton NH, Pickup M. Evolutionary pathways
    for the generation of new self-incompatibility haplotypes in a non-self recognition
    system. <i>Genetics</i>. 2018;209(3):861-883. doi:<a href="https://doi.org/10.1534/genetics.118.300748">10.1534/genetics.118.300748</a>
  apa: Bodova, K., Priklopil, T., Field, D., Barton, N. H., &#38; Pickup, M. (2018).
    Evolutionary pathways for the generation of new self-incompatibility haplotypes
    in a non-self recognition system. <i>Genetics</i>. Genetics Society of America.
    <a href="https://doi.org/10.1534/genetics.118.300748">https://doi.org/10.1534/genetics.118.300748</a>
  chicago: Bodova, Katarina, Tadeas Priklopil, David Field, Nicholas H Barton, and
    Melinda Pickup. “Evolutionary Pathways for the Generation of New Self-Incompatibility
    Haplotypes in a Non-Self Recognition System.” <i>Genetics</i>. Genetics Society
    of America, 2018. <a href="https://doi.org/10.1534/genetics.118.300748">https://doi.org/10.1534/genetics.118.300748</a>.
  ieee: K. Bodova, T. Priklopil, D. Field, N. H. Barton, and M. Pickup, “Evolutionary
    pathways for the generation of new self-incompatibility haplotypes in a non-self
    recognition system,” <i>Genetics</i>, vol. 209, no. 3. Genetics Society of America,
    pp. 861–883, 2018.
  ista: Bodova K, Priklopil T, Field D, Barton NH, Pickup M. 2018. Evolutionary pathways
    for the generation of new self-incompatibility haplotypes in a non-self recognition
    system. Genetics. 209(3), 861–883.
  mla: Bodova, Katarina, et al. “Evolutionary Pathways for the Generation of New Self-Incompatibility
    Haplotypes in a Non-Self Recognition System.” <i>Genetics</i>, vol. 209, no. 3,
    Genetics Society of America, 2018, pp. 861–83, doi:<a href="https://doi.org/10.1534/genetics.118.300748">10.1534/genetics.118.300748</a>.
  short: K. Bodova, T. Priklopil, D. Field, N.H. Barton, M. Pickup, Genetics 209 (2018)
    861–883.
date_created: 2018-12-11T11:45:47Z
date_published: 2018-07-01T00:00:00Z
date_updated: 2025-04-15T06:50:00Z
day: '01'
department:
- _id: NiBa
- _id: GaTk
doi: 10.1534/genetics.118.300748
ec_funded: 1
external_id:
  isi:
  - '000437171700017'
intvolume: '       209'
isi: 1
issue: '3'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://www.biorxiv.org/node/80098.abstract
month: '07'
oa: 1
oa_version: Preprint
page: 861-883
project:
- _id: 25B36484-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '329960'
  name: Mating system and the evolutionary dynamics of hybrid zones
- _id: 25B07788-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '250152'
  name: Limits to selection in biology and in evolutionary computation
- _id: 25681D80-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '291734'
  name: International IST Postdoc Fellowship Programme
publication: Genetics
publication_status: published
publisher: Genetics Society of America
quality_controlled: '1'
related_material:
  link:
  - description: News on IST Homepage
    relation: press_release
    url: https://ist.ac.at/en/news/recognizing-others-but-not-yourself-new-insights-into-the-evolution-of-plant-mating/
  record:
  - id: '9813'
    relation: research_data
    status: public
scopus_import: '1'
status: public
title: Evolutionary pathways for the generation of new self-incompatibility haplotypes
  in a non-self recognition system
type: journal_article
user_id: c635000d-4b10-11ee-a964-aac5a93f6ac1
volume: 209
year: '2018'
...
---
_id: '744'
abstract:
- lang: eng
  text: In evolutionary game theory interactions between individuals are often assumed
    obligatory. However, in many real-life situations, individuals can decide to opt
    out of an interaction depending on the information they have about the opponent.
    We consider a simple evolutionary game theoretic model to study such a scenario,
    where at each encounter between two individuals the type of the opponent (cooperator/defector)
    is known with some probability, and where each individual either accepts or opts
    out of the interaction. If the type of the opponent is unknown, a trustful individual
    accepts the interaction, whereas a suspicious individual opts out of the interaction.
    If either of the two individuals opt out both individuals remain without an interaction.
    We show that in the prisoners dilemma optional interactions along with suspicious
    behaviour facilitates the emergence of trustful cooperation.
article_processing_charge: No
article_type: original
author:
- first_name: Tadeas
  full_name: Priklopil, Tadeas
  id: 3C869AA0-F248-11E8-B48F-1D18A9856A87
  last_name: Priklopil
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
- first_name: Martin
  full_name: Nowak, Martin
  last_name: Nowak
citation:
  ama: Priklopil T, Chatterjee K, Nowak M. Optional interactions and suspicious behaviour
    facilitates trustful cooperation in prisoners dilemma. <i>Journal of Theoretical
    Biology</i>. 2017;433:64-72. doi:<a href="https://doi.org/10.1016/j.jtbi.2017.08.025">10.1016/j.jtbi.2017.08.025</a>
  apa: Priklopil, T., Chatterjee, K., &#38; Nowak, M. (2017). Optional interactions
    and suspicious behaviour facilitates trustful cooperation in prisoners dilemma.
    <i>Journal of Theoretical Biology</i>. Elsevier. <a href="https://doi.org/10.1016/j.jtbi.2017.08.025">https://doi.org/10.1016/j.jtbi.2017.08.025</a>
  chicago: Priklopil, Tadeas, Krishnendu Chatterjee, and Martin Nowak. “Optional Interactions
    and Suspicious Behaviour Facilitates Trustful Cooperation in Prisoners Dilemma.”
    <i>Journal of Theoretical Biology</i>. Elsevier, 2017. <a href="https://doi.org/10.1016/j.jtbi.2017.08.025">https://doi.org/10.1016/j.jtbi.2017.08.025</a>.
  ieee: T. Priklopil, K. Chatterjee, and M. Nowak, “Optional interactions and suspicious
    behaviour facilitates trustful cooperation in prisoners dilemma,” <i>Journal of
    Theoretical Biology</i>, vol. 433. Elsevier, pp. 64–72, 2017.
  ista: Priklopil T, Chatterjee K, Nowak M. 2017. Optional interactions and suspicious
    behaviour facilitates trustful cooperation in prisoners dilemma. Journal of Theoretical
    Biology. 433, 64–72.
  mla: Priklopil, Tadeas, et al. “Optional Interactions and Suspicious Behaviour Facilitates
    Trustful Cooperation in Prisoners Dilemma.” <i>Journal of Theoretical Biology</i>,
    vol. 433, Elsevier, 2017, pp. 64–72, doi:<a href="https://doi.org/10.1016/j.jtbi.2017.08.025">10.1016/j.jtbi.2017.08.025</a>.
  short: T. Priklopil, K. Chatterjee, M. Nowak, Journal of Theoretical Biology 433
    (2017) 64–72.
corr_author: '1'
das_tickbox: '1'
date_created: 2018-12-11T11:48:16Z
date_published: 2017-11-21T00:00:00Z
date_updated: 2026-07-07T13:11:54Z
day: '21'
ddc:
- '000'
- '570'
department:
- _id: KrCh
doi: 10.1016/j.jtbi.2017.08.025
ec_funded: 1
external_id:
  isi:
  - '000412039800007'
  pmid:
  - '28867224'
file:
- access_level: open_access
  checksum: 4b43af1615ebf1a861840cb03d8a320c
  content_type: application/pdf
  creator: dernst
  date_created: 2019-11-19T07:57:39Z
  date_updated: 2020-07-14T12:47:58Z
  file_id: '7047'
  file_name: 2017_JournTheoretBio_Priklopil.pdf
  file_size: 537323
  relation: main_file
file_date_updated: 2020-07-14T12:47:58Z
has_accepted_license: '1'
intvolume: '       433'
isi: 1
language:
- iso: eng
license: https://creativecommons.org/licenses/by-nc-nd/4.0/
month: '11'
oa: 1
oa_version: Submitted Version
page: 64 - 72
pmid: 1
project:
- _id: 25681D80-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '291734'
  name: International IST Postdoc Fellowship Programme
- _id: 2581B60A-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '279307'
  name: 'Quantitative Graph Games: Theory and Applications'
publication: Journal of Theoretical Biology
publication_identifier:
  issn:
  - 0022-5193
publication_status: published
publisher: Elsevier
publist_id: '6923'
quality_controlled: '1'
scopus_import: '1'
status: public
title: Optional interactions and suspicious behaviour facilitates trustful cooperation
  in prisoners dilemma
tmp:
  image: /images/cc_by_nc_nd.png
  legal_code_url: https://creativecommons.org/licenses/by-nc-nd/4.0/legalcode
  name: Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International
    (CC BY-NC-ND 4.0)
  short: CC BY-NC-ND (4.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 433
year: '2017'
...
---
_id: '1681'
abstract:
- lang: eng
  text: In many social situations, individuals endeavor to find the single best possible
    partner, but are constrained to evaluate the candidates in sequence. Examples
    include the search for mates, economic partnerships, or any other long-term ties
    where the choice to interact involves two parties. Surprisingly, however, previous
    theoretical work on mutual choice problems focuses on finding equilibrium solutions,
    while ignoring the evolutionary dynamics of decisions. Empirically, this may be
    of high importance, as some equilibrium solutions can never be reached unless
    the population undergoes radical changes and a sufficient number of individuals
    change their decisions simultaneously. To address this question, we apply a mutual
    choice sequential search problem in an evolutionary game-theoretical model that
    allows one to find solutions that are favored by evolution. As an example, we
    study the influence of sequential search on the evolutionary dynamics of cooperation.
    For this, we focus on the classic snowdrift game and the prisoner’s dilemma game.
article_processing_charge: No
article_type: original
author:
- first_name: Tadeas
  full_name: Priklopil, Tadeas
  id: 3C869AA0-F248-11E8-B48F-1D18A9856A87
  last_name: Priklopil
- first_name: Krishnendu
  full_name: Chatterjee, Krishnendu
  id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
  last_name: Chatterjee
  orcid: 0000-0002-4561-241X
citation:
  ama: Priklopil T, Chatterjee K. Evolution of decisions in population games with
    sequentially searching individuals. <i>Games</i>. 2015;6(4):413-437. doi:<a href="https://doi.org/10.3390/g6040413">10.3390/g6040413</a>
  apa: Priklopil, T., &#38; Chatterjee, K. (2015). Evolution of decisions in population
    games with sequentially searching individuals. <i>Games</i>. MDPI. <a href="https://doi.org/10.3390/g6040413">https://doi.org/10.3390/g6040413</a>
  chicago: Priklopil, Tadeas, and Krishnendu Chatterjee. “Evolution of Decisions in
    Population Games with Sequentially Searching Individuals.” <i>Games</i>. MDPI,
    2015. <a href="https://doi.org/10.3390/g6040413">https://doi.org/10.3390/g6040413</a>.
  ieee: T. Priklopil and K. Chatterjee, “Evolution of decisions in population games
    with sequentially searching individuals,” <i>Games</i>, vol. 6, no. 4. MDPI, pp.
    413–437, 2015.
  ista: Priklopil T, Chatterjee K. 2015. Evolution of decisions in population games
    with sequentially searching individuals. Games. 6(4), 413–437.
  mla: Priklopil, Tadeas, and Krishnendu Chatterjee. “Evolution of Decisions in Population
    Games with Sequentially Searching Individuals.” <i>Games</i>, vol. 6, no. 4, MDPI,
    2015, pp. 413–37, doi:<a href="https://doi.org/10.3390/g6040413">10.3390/g6040413</a>.
  short: T. Priklopil, K. Chatterjee, Games 6 (2015) 413–437.
corr_author: '1'
date_created: 2018-12-11T11:53:26Z
date_published: 2015-09-29T00:00:00Z
date_updated: 2025-04-15T06:50:21Z
day: '29'
ddc:
- '000'
department:
- _id: NiBa
- _id: KrCh
doi: 10.3390/g6040413
ec_funded: 1
file:
- access_level: open_access
  checksum: 912e1acbaf201100f447a43e4d5958bd
  content_type: application/pdf
  creator: system
  date_created: 2018-12-12T10:12:41Z
  date_updated: 2020-07-14T12:45:12Z
  file_id: '4959'
  file_name: IST-2016-448-v1+1_games-06-00413.pdf
  file_size: 518832
  relation: main_file
file_date_updated: 2020-07-14T12:45:12Z
has_accepted_license: '1'
intvolume: '         6'
issue: '4'
language:
- iso: eng
license: https://creativecommons.org/licenses/by/4.0/
month: '09'
oa: 1
oa_version: Published Version
page: 413 - 437
project:
- _id: 25681D80-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '291734'
  name: International IST Postdoc Fellowship Programme
- _id: 25832EC2-B435-11E9-9278-68D0E5697425
  call_identifier: FWF
  grant_number: S 11407_N23
  name: Rigorous Systems Engineering
- _id: 2581B60A-B435-11E9-9278-68D0E5697425
  call_identifier: FP7
  grant_number: '279307'
  name: 'Quantitative Graph Games: Theory and Applications'
publication: Games
publication_identifier:
  eissn:
  - 2073-4336
publication_status: published
publisher: MDPI
publist_id: '5467'
pubrep_id: '448'
quality_controlled: '1'
scopus_import: '1'
status: public
title: Evolution of decisions in population games with sequentially searching individuals
tmp:
  image: /images/cc_by.png
  legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
  name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
  short: CC BY (4.0)
type: journal_article
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 6
year: '2015'
...
---
_id: '1851'
abstract:
- lang: eng
  text: We consider mating strategies for females who search for males sequentially
    during a season of limited length. We show that the best strategy rejects a given
    male type if encountered before a time-threshold but accepts him after. For frequency-independent
    benefits, we obtain the optimal time-thresholds explicitly for both discrete and
    continuous distributions of males, and allow for mistakes being made in assessing
    the correct male type. When the benefits are indirect (genes for the offspring)
    and the population is under frequency-dependent ecological selection, the benefits
    depend on the mating strategy of other females as well. This case is particularly
    relevant to speciation models that seek to explore the stability of reproductive
    isolation by assortative mating under frequency-dependent ecological selection.
    We show that the indirect benefits are to be quantified by the reproductive values
    of couples, and describe how the evolutionarily stable time-thresholds can be
    found. We conclude with an example based on the Levene model, in which we analyze
    the evolutionarily stable assortative mating strategies and the strength of reproductive
    isolation provided by them.
article_processing_charge: No
article_type: original
author:
- first_name: Tadeas
  full_name: Priklopil, Tadeas
  id: 3C869AA0-F248-11E8-B48F-1D18A9856A87
  last_name: Priklopil
- first_name: Eva
  full_name: Kisdi, Eva
  last_name: Kisdi
- first_name: Mats
  full_name: Gyllenberg, Mats
  last_name: Gyllenberg
citation:
  ama: Priklopil T, Kisdi E, Gyllenberg M. Evolutionarily stable mating decisions
    for sequentially searching females and the stability of reproductive isolation
    by assortative mating. <i>Evolution</i>. 2015;69(4):1015-1026. doi:<a href="https://doi.org/10.1111/evo.12618">10.1111/evo.12618</a>
  apa: Priklopil, T., Kisdi, E., &#38; Gyllenberg, M. (2015). Evolutionarily stable
    mating decisions for sequentially searching females and the stability of reproductive
    isolation by assortative mating. <i>Evolution</i>. Wiley. <a href="https://doi.org/10.1111/evo.12618">https://doi.org/10.1111/evo.12618</a>
  chicago: Priklopil, Tadeas, Eva Kisdi, and Mats Gyllenberg. “Evolutionarily Stable
    Mating Decisions for Sequentially Searching Females and the Stability of Reproductive
    Isolation by Assortative Mating.” <i>Evolution</i>. Wiley, 2015. <a href="https://doi.org/10.1111/evo.12618">https://doi.org/10.1111/evo.12618</a>.
  ieee: T. Priklopil, E. Kisdi, and M. Gyllenberg, “Evolutionarily stable mating decisions
    for sequentially searching females and the stability of reproductive isolation
    by assortative mating,” <i>Evolution</i>, vol. 69, no. 4. Wiley, pp. 1015–1026,
    2015.
  ista: Priklopil T, Kisdi E, Gyllenberg M. 2015. Evolutionarily stable mating decisions
    for sequentially searching females and the stability of reproductive isolation
    by assortative mating. Evolution. 69(4), 1015–1026.
  mla: Priklopil, Tadeas, et al. “Evolutionarily Stable Mating Decisions for Sequentially
    Searching Females and the Stability of Reproductive Isolation by Assortative Mating.”
    <i>Evolution</i>, vol. 69, no. 4, Wiley, 2015, pp. 1015–26, doi:<a href="https://doi.org/10.1111/evo.12618">10.1111/evo.12618</a>.
  short: T. Priklopil, E. Kisdi, M. Gyllenberg, Evolution 69 (2015) 1015–1026.
corr_author: '1'
date_created: 2018-12-11T11:54:21Z
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publication: Evolution
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title: Evolutionarily stable mating decisions for sequentially searching females and
  the stability of reproductive isolation by assortative mating
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...
