The DOI matches its Crossref record; 2 of the 2 references it cites were found in a registry or an index.
Biomimicry of bacterial foraging for distributed optimization and control
Abstract
We explain the biology and physics underlying the chemotactic (foraging) behavior of E. coli bacteria. We explain a variety of bacterial swarming and social foraging behaviors and discuss the control system on the E. coli that dictates how foraging should proceed. Next, a computer program that emulates the distributed optimization process represented by the activity of social bacterial foraging is presented. To illustrate its operation, we apply it to a simple multiple-extremum function minimization problem and briefly discuss its relationship to some existing optimization algorithms. The article closes with a brief discussion on the potential uses of biomimicry of social foraging to develop adaptive controllers and cooperative control strategies for autonomous vehicles. For this, we provide some basic ideas and invite the reader to explore the concepts further.
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Bio inspired computing – A review of algorithms and scope of applications
Kar, A. K. (2016) · Expert Systems with Applications · doi:10.1016/j.eswa.2016.04.018 · Cited by 578
Artificial ecosystem-based optimization: a novel nature-inspired meta-heuristic algorithm
Zhao, W., Wang, L., & Zhang, Z. (2020) · Neural Computing and Applications · doi:10.1007/s00521-019-04452-x · Cited by 499
(2012) · Cited by 466
Rao, R. V., & Patel, V. (2012) · Scientia Iranica · doi:10.1016/j.scient.2012.12.005 · Cited by 384
Metadata
- Venue
- IEEE Control Systems
- Published
- 2002-06
- Volume
- 22
- Issue
- 3
- Pages
- 52-67
- ISSN
- 1066-033X (ISSN-L)
- 1941-000X
- OpenAlex
- W2122122715
- Cited by
- 3,069
- References
- 2
- FWCI
- 14.72
- Type
- journal article
- Language
- en
- Open access
- closed
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Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
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