Applying the Free-Energy Principle to Complex Adaptive Systems
The free energy principle is a mathematical theory of the behaviour of self-organising systems that originally gained prominence as a unified model of the brain. Since then, the theory has been applied to a plethora of biological phenomena, extending from single-celled and multicellular organisms th...
Saved in:
HerausgeberIn: | |
---|---|
Sonstige: | |
Year of Publication: | 2022 |
Language: | English |
Physical Description: | 1 electronic resource (214 p.) |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
id |
993600351904498 |
---|---|
ctrlnum |
(CKB)5600000000483015 (oapen)https://directory.doabooks.org/handle/20.500.12854/91238 (EXLCZ)995600000000483015 |
collection |
bib_alma |
record_format |
marc |
spelling |
Badcock, Paul edt Applying the Free-Energy Principle to Complex Adaptive Systems Basel MDPI - Multidisciplinary Digital Publishing Institute 2022 1 electronic resource (214 p.) text txt rdacontent computer c rdamedia online resource cr rdacarrier The free energy principle is a mathematical theory of the behaviour of self-organising systems that originally gained prominence as a unified model of the brain. Since then, the theory has been applied to a plethora of biological phenomena, extending from single-celled and multicellular organisms through to niche construction and human culture, and even the emergence of life itself. The free energy principle tells us that perception and action operate synergistically to minimize an organism’s exposure to surprising biological states, which are more likely to lead to decay. A key corollary of this hypothesis is active inference—the idea that all behavior involves the selective sampling of sensory data so that we experience what we expect to (in order to avoid surprises). Simply put, we act upon the world to fulfill our expectations. It is now widely recognized that the implications of the free energy principle for our understanding of the human mind and behavior are far-reaching and profound. To date, however, its capacity to extend beyond our brain—to more generally explain living and other complex adaptive systems—has only just begun to be explored. The aim of this collection is to showcase the breadth of the free energy principle as a unified theory of complex adaptive systems—conscious, social, living, or not. English Information technology industries bicssc Computer science bicssc message passing metabolism Bayesian stochastic non-equilibrium master equations cancer niches free energy Kikuchi approximations apoptosis metastasis cluster variation method Free Energy Principle active inference Bayesian brain generative models cybernetics embodiment enactivism cognitivism representations consciousness free will mental causation cognitive-affective development emotions feelings readiness potentials intentionality agency intelligence collective intelligence free energy principle agent-based model complex adaptive systems multiscale systems computational model uncertainty POMDP emotion affect control theory sociology permutation entropy disorder stress allostatic (hub) overload cascading failure disease hierarchical control systems critical slowing down model-based control adaptive robots generative model Bayesian inference filtering neurotechnology 3-0365-4773-8 3-0365-4774-6 Ramstead, Maxwell edt Sheikhbahaee, Zahra edt Constant, Axel edt Badcock, Paul oth Ramstead, Maxwell oth Sheikhbahaee, Zahra oth Constant, Axel oth |
language |
English |
format |
eBook |
author2 |
Ramstead, Maxwell Sheikhbahaee, Zahra Constant, Axel Badcock, Paul Ramstead, Maxwell Sheikhbahaee, Zahra Constant, Axel |
author_facet |
Ramstead, Maxwell Sheikhbahaee, Zahra Constant, Axel Badcock, Paul Ramstead, Maxwell Sheikhbahaee, Zahra Constant, Axel |
author2_variant |
p b pb m r mr z s zs a c ac |
author2_role |
HerausgeberIn HerausgeberIn HerausgeberIn Sonstige Sonstige Sonstige Sonstige |
title |
Applying the Free-Energy Principle to Complex Adaptive Systems |
spellingShingle |
Applying the Free-Energy Principle to Complex Adaptive Systems |
title_full |
Applying the Free-Energy Principle to Complex Adaptive Systems |
title_fullStr |
Applying the Free-Energy Principle to Complex Adaptive Systems |
title_full_unstemmed |
Applying the Free-Energy Principle to Complex Adaptive Systems |
title_auth |
Applying the Free-Energy Principle to Complex Adaptive Systems |
title_new |
Applying the Free-Energy Principle to Complex Adaptive Systems |
title_sort |
applying the free-energy principle to complex adaptive systems |
publisher |
MDPI - Multidisciplinary Digital Publishing Institute |
publishDate |
2022 |
physical |
1 electronic resource (214 p.) |
isbn |
3-0365-4773-8 3-0365-4774-6 |
illustrated |
Not Illustrated |
work_keys_str_mv |
AT badcockpaul applyingthefreeenergyprincipletocomplexadaptivesystems AT ramsteadmaxwell applyingthefreeenergyprincipletocomplexadaptivesystems AT sheikhbahaeezahra applyingthefreeenergyprincipletocomplexadaptivesystems AT constantaxel applyingthefreeenergyprincipletocomplexadaptivesystems |
status_str |
n |
ids_txt_mv |
(CKB)5600000000483015 (oapen)https://directory.doabooks.org/handle/20.500.12854/91238 (EXLCZ)995600000000483015 |
carrierType_str_mv |
cr |
is_hierarchy_title |
Applying the Free-Energy Principle to Complex Adaptive Systems |
author2_original_writing_str_mv |
noLinkedField noLinkedField noLinkedField noLinkedField noLinkedField noLinkedField noLinkedField |
_version_ |
1796653169068998656 |
fullrecord |
<?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>04335nam-a2201045z--4500</leader><controlfield tag="001">993600351904498</controlfield><controlfield tag="005">20231214132942.0</controlfield><controlfield tag="006">m o d </controlfield><controlfield tag="007">cr|mn|---annan</controlfield><controlfield tag="008">202208s2022 xx |||||o ||| 0|eng d</controlfield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(CKB)5600000000483015</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(oapen)https://directory.doabooks.org/handle/20.500.12854/91238</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(EXLCZ)995600000000483015</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Badcock, Paul</subfield><subfield code="4">edt</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Applying the Free-Energy Principle to Complex Adaptive Systems</subfield></datafield><datafield tag="260" ind1=" " ind2=" "><subfield code="a">Basel</subfield><subfield code="b">MDPI - Multidisciplinary Digital Publishing Institute</subfield><subfield code="c">2022</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">1 electronic resource (214 p.)</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="a">text</subfield><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="a">computer</subfield><subfield code="b">c</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="a">online resource</subfield><subfield code="b">cr</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="520" ind1=" " ind2=" "><subfield code="a">The free energy principle is a mathematical theory of the behaviour of self-organising systems that originally gained prominence as a unified model of the brain. Since then, the theory has been applied to a plethora of biological phenomena, extending from single-celled and multicellular organisms through to niche construction and human culture, and even the emergence of life itself. The free energy principle tells us that perception and action operate synergistically to minimize an organism’s exposure to surprising biological states, which are more likely to lead to decay. A key corollary of this hypothesis is active inference—the idea that all behavior involves the selective sampling of sensory data so that we experience what we expect to (in order to avoid surprises). Simply put, we act upon the world to fulfill our expectations. It is now widely recognized that the implications of the free energy principle for our understanding of the human mind and behavior are far-reaching and profound. To date, however, its capacity to extend beyond our brain—to more generally explain living and other complex adaptive systems—has only just begun to be explored. The aim of this collection is to showcase the breadth of the free energy principle as a unified theory of complex adaptive systems—conscious, social, living, or not.</subfield></datafield><datafield tag="546" ind1=" " ind2=" "><subfield code="a">English</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">Information technology industries</subfield><subfield code="2">bicssc</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">Computer science</subfield><subfield code="2">bicssc</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">message passing</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">metabolism</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Bayesian</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">stochastic</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">non-equilibrium</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">master equations</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">cancer niches</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">free energy</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Kikuchi approximations</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">apoptosis</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">metastasis</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">cluster variation method</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Free Energy Principle</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">active inference</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Bayesian brain</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">generative models</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">cybernetics</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">embodiment</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">enactivism</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">cognitivism</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">representations</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">consciousness</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">free will</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">mental causation</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">cognitive-affective development</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">emotions</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">feelings</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">readiness potentials</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">intentionality</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">agency</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">intelligence</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">collective intelligence</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">free energy principle</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">agent-based model</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">complex adaptive systems</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">multiscale systems</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">computational model</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">uncertainty</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">POMDP</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">emotion</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">affect control theory</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">sociology</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">permutation entropy</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">disorder</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">stress</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">allostatic (hub) overload</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">cascading failure</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">disease</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">hierarchical control systems</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">critical slowing down</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">model-based control</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">adaptive robots</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">generative model</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Bayesian inference</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">filtering</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">neurotechnology</subfield></datafield><datafield tag="776" ind1=" " ind2=" "><subfield code="z">3-0365-4773-8</subfield></datafield><datafield tag="776" ind1=" " ind2=" "><subfield code="z">3-0365-4774-6</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Ramstead, Maxwell</subfield><subfield code="4">edt</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Sheikhbahaee, Zahra</subfield><subfield code="4">edt</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Constant, Axel</subfield><subfield code="4">edt</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Badcock, Paul</subfield><subfield code="4">oth</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Ramstead, Maxwell</subfield><subfield code="4">oth</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Sheikhbahaee, Zahra</subfield><subfield code="4">oth</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Constant, Axel</subfield><subfield code="4">oth</subfield></datafield><datafield tag="906" ind1=" " ind2=" "><subfield code="a">BOOK</subfield></datafield><datafield tag="ADM" ind1=" " ind2=" "><subfield code="b">2023-12-15 05:37:42 Europe/Vienna</subfield><subfield code="f">system</subfield><subfield code="c">marc21</subfield><subfield code="a">2022-08-13 21:17:26 Europe/Vienna</subfield><subfield code="g">false</subfield></datafield><datafield tag="AVE" ind1=" " ind2=" "><subfield code="i">DOAB Directory of Open Access Books</subfield><subfield code="P">DOAB Directory of Open Access Books</subfield><subfield code="x">https://eu02.alma.exlibrisgroup.com/view/uresolver/43ACC_OEAW/openurl?u.ignore_date_coverage=true&portfolio_pid=5345737260004498&Force_direct=true</subfield><subfield code="Z">5345737260004498</subfield><subfield code="b">Available</subfield><subfield code="8">5345737260004498</subfield></datafield></record></collection> |