Bio-Inspired Dynamic Composition and Reconfiguration of Service-Oriented Internetware Systems

Zhou, Huan; Zhang, Zili; Wu, Yuheng; Qian, Tao

doi:10.1007/978-3-642-21515-5_43

Cited by 7 publications

(2 citation statements)

References 17 publications

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“…For instance, water networks were designed by solving an NP-complete problem using particle-swarm optimization, with a bird-flock inspired algorithm (36). Internet networks were optimized with an algorithm inspired by slime molds (37). Bus routes were calculated based on ants behavior (38).…”

Section: Introductionmentioning

confidence: 99%

Transportation networks inspired by leaf venation algorithms

Patino-Ramirez

Arson

2020

Bioinspir. Biomim.

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Biological systems have adapted to environmental constraints and limited resource availability.In the present study, we evaluate the algorithm underlying leaf venation (LV) deployment using graph theory. We compare the traffic balance, travel and cost efficiency of simply-connected LV networks to those of the fan tree and of the spanning tree. We use a Pareto front to show that the total length of leaf venations is close to optimal. Then we apply the LV algorithm to design transportation networks in the city of Atlanta. Results show that leaf-inspired models can perform similarly or better than computer-intensive optimization algorithms in terms of network cost and service performance, which could facilitate the design of engineering transportation networks.

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Section: Introductionmentioning

confidence: 99%

Transportation networks inspired by leaf venation algorithms

Patino-Ramirez

Arson

2020

Bioinspir. Biomim.

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“…Investigations show that Physarum can construct efficient networks with low cost and high fault tolerance [3,4], and some are even comparable with artificial complex transportation networks [5,6]. Inspired by the organism's intelligent behavior, some new ideas are introduced to engineering applications, such as protocol design in Wireless Sensor Network (WSN) [7] and dynamic reconfiguration in service-oriented internet-ware systems [8].…”

Section: Introductionmentioning

confidence: 99%