Artificial Plant Root System Growth for Distributed Optimization: Models and Emergent Behaviors
Abstract: Plant root foraging exhibits complex behaviors analogous to those of animals, including the adaptability to continuous changes in soil environments. In this work, we adapt the optimality principles in the study of plant root foraging behavior to create one possible bio-inspired optimization framework for solving complex engineering problems. This provides us with novel models of plant root foraging behavior and with new methods for global optimization. This framework is instantiated as a new search paradigm, which combines the root tip growth, branching, random walk, and death. We perform a comprehensive simulation to demonstrate that the proposed model accurately reflects the characteristics of natural plant root systems. In order to be able to climb the noise-filled gradients of nutrients in soil, the foraging behaviors of root systems are social and cooperative, and analogous to animal foraging behaviors.
- Location
-
Deutsche Nationalbibliothek Frankfurt am Main
- Extent
-
Online-Ressource
- Language
-
Englisch
- Bibliographic citation
-
Artificial Plant Root System Growth for Distributed Optimization: Models and Emergent Behaviors ; volume:11 ; number:1 ; year:2016 ; pages:447-457 ; extent:11
Open life sciences ; 11, Heft 1 (2016), 447-457 (gesamt 11)
- Creator
-
Su, Weixing
Na, Lin
Liu, Fang
Liu, Wei
Ashraf, Muhammad Aqeel
Chen, Hanning
- DOI
-
10.1515/biol-2016-0059
- URN
-
urn:nbn:de:101:1-2409201634534.521146145986
- Rights
-
Open Access; Der Zugriff auf das Objekt ist unbeschränkt möglich.
- Last update
- 15.08.2025, 7:30 AM CEST
Data provider
This object is provided by:
Deutsche Nationalbibliothek. If you have any questions about the object, please contact the data provider.
Deutsche Nationalbibliothek. If you have any questions about the object, please contact the data provider.
Associated
- Su, Weixing
- Na, Lin
- Liu, Fang
- Liu, Wei
- Ashraf, Muhammad Aqeel
- Chen, Hanning
Other Objects (12)
Climate change control : optimise the remediation of greenhouse gases in bioscrubber and biofilter systems
Fine properties of stochastic evolution equations and their applications
Aristotle on Prohairesis
Memoiren als Spiegel der Zeitgeschichte : Die Beziehungen zwischen der Republik China und dem Dritten Reich
A Novel Hyperspectral Salt Assessment Model for Weathering in Architectural Ruins
Application Model of Hyperspectral Technology Based on Novel Spectral Indices for Salinity Assessment in Soil Heritage Sites
Large solutions of a class of degenerate equations associated with infinity Laplacian
Parabolic Biased Infinity Laplacian Equation Related to the Biased Tug-of-War
Ulinastatin treatment for acute respiratory distress syndrome in China: a meta-analysis of randomized controlled trials
Exosomes derived from atorvastatin-pretreated MSC accelerate diabetic wound repair by enhancing angiogenesis via AKT/eNOS pathway
Peroral endoscopic myotomy and simultaneous endoscopic diverticuloseptotomy in a case of achalasia with diverticula
miR-150-5p represses TP53 tumor suppressor gene to promote proliferation of colon adenocarcinoma
Climate change control : optimise the remediation of greenhouse gases in bioscrubber and biofilter systems
Fine properties of stochastic evolution equations and their applications
Aristotle on Prohairesis
Memoiren als Spiegel der Zeitgeschichte : Die Beziehungen zwischen der Republik China und dem Dritten Reich
A Novel Hyperspectral Salt Assessment Model for Weathering in Architectural Ruins
Application Model of Hyperspectral Technology Based on Novel Spectral Indices for Salinity Assessment in Soil Heritage Sites
Large solutions of a class of degenerate equations associated with infinity Laplacian
Parabolic Biased Infinity Laplacian Equation Related to the Biased Tug-of-War
Ulinastatin treatment for acute respiratory distress syndrome in China: a meta-analysis of randomized controlled trials
Exosomes derived from atorvastatin-pretreated MSC accelerate diabetic wound repair by enhancing angiogenesis via AKT/eNOS pathway
Peroral endoscopic myotomy and simultaneous endoscopic diverticuloseptotomy in a case of achalasia with diverticula
miR-150-5p represses TP53 tumor suppressor gene to promote proliferation of colon adenocarcinoma
Climate change control : optimise the remediation of greenhouse gases in bioscrubber and biofilter systems
Fine properties of stochastic evolution equations and their applications
Aristotle on Prohairesis
Memoiren als Spiegel der Zeitgeschichte : Die Beziehungen zwischen der Republik China und dem Dritten Reich
A Novel Hyperspectral Salt Assessment Model for Weathering in Architectural Ruins
Application Model of Hyperspectral Technology Based on Novel Spectral Indices for Salinity Assessment in Soil Heritage Sites
Large solutions of a class of degenerate equations associated with infinity Laplacian
Parabolic Biased Infinity Laplacian Equation Related to the Biased Tug-of-War
Ulinastatin treatment for acute respiratory distress syndrome in China: a meta-analysis of randomized controlled trials
Exosomes derived from atorvastatin-pretreated MSC accelerate diabetic wound repair by enhancing angiogenesis via AKT/eNOS pathway
Peroral endoscopic myotomy and simultaneous endoscopic diverticuloseptotomy in a case of achalasia with diverticula