- author = "Mohammad Roohitavaf and Ling Zhu and Sandeep Kulkarni and Subir Biswas",
- title = "Synthesizing Customized Network Protocols using Genetic Programming",
- booktitle = "5th edition of GI @ GECCO 2018",
- year = "2018",
- editor = "Brad Alexander and Saemundur O. Haraldsson and Markus Wagner and John R. Woodward and Shin Yoo",
- pages = "1616--1623",
- address = "Kyoto, Japan",
- month = "15-19 " # jul,
- organisation = "ACM SIGEvo",
- publisher = "ACM",
- publisher_address = "New York, NY, USA",
- organisation = "SIGEVO",
- keywords = "genetic algorithms, genetic programming, genetic improvement, Wireless Networks, Time Synchronization, Radio Interference, Medium Access Control, Routing",
- isbn13 = "978-1-4503-5764-7",
-
URL = "
http://www.cs.stir.ac.uk/events/gecco-gi-2018/papers/synthesizing_customized_network_protocols_using_genetic_programming.pdf",
-
DOI = "
doi:10.1145/3205651.3208272",
- size = "8 pages",
- abstract = "Given the advances in areas such as home automation, agricultural networks, smart cities, designers often need to design protocols that use the features of that network while dealing with its limitations. Using standardized protocols for such networks may not be appropriate as they may not address limitations of the network such as heterogeneous nodes or limited capability of some nodes. While designing a customized protocol for that network would be desirable, it is extremely time-consuming unless we can automate the development of the required protocol. In this paper, we present NetSynth, a GP based mechanism to develop customized routing protocol for the given network. NetSynth lets us conveniently describe a network using an XML file, and it synthesizes a routing protocol that suits the input network by considering the characteristics specific to the given network. We show how NetSynth creates protocols that perform comparably to best-known protocols for the case where we want to broadcast a set of messages to all nodes in a grid. We also show how NetSynth helps us design protocols that provide a trade-off between throughput and energy.",
-
notes = "http://www.cs.stir.ac.uk/events/gecco-gi-2018/cfp.html
See also \cite{Roohitavaf:2018:GECCOcomp}
Also known as \cite{Roohitavaf:2018:GECCOcompa} and \cite{3208272} GECCO-2018 A Recombination of the 27th International Conference on Genetic Algorithms (ICGA-2018) and the 23rd Annual Genetic Programming Conference (GP-2018)",
