GPSO Hybrid Algorithm for Rectilinear Steiner Tree Optimization

Nath, Subhrapratim; Gupta, Sagnik; Biswas, Saptarshi; Banerjee, Rupam; Sing, Jamuna Kanta; Sarkar, Subir Kumar

doi:10.1109/vlsidcs47293.2020.9179861

Cited by 6 publications

(1 citation statement)

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“…Evolutionary algorithms, in general, and genetic algorithm, in particular, have also been used to tackle the SPG [6,22,23]. Even though evolutionary algorithms have been proved to be an efficient method in locating the promising areas of the search space, they lack the capability of fine-tuning and being converged towards optimal solutions [6,33]. Therefore, to accelerate the convergence, the local search methods can be embedded into the evolutionary procedure.…”

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confidence: 99%

Memetic Strategies for Network Design Problems

Amirghasemi

Duong

Hutchison

et al. 2021

Springer Tracts in Nature-Inspired Computing

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Network design problems appear in many areas such as supply chain management, transportation, telecommunication, and Internet of Things (IoT). Many of such problems can be seen as a problem of finding a subset of links and/or nodes, in order to optimize one or more objectives. The nodes can be cities, telecommunication nodes, IoT sensors, warehouse facilities, and the links between those nodes could be roads, network infrastructure, and routes, respectively.In IoT domain, for example, the architecture commonly consists of a number of sensors, devices, cloud servers, and communication protocols to facilitate a wide range of applications such as transportation, smart city, digital living, and e-agriculture [41]. In effect, a typical IoT or telecommunication infrastructure will relay data from remote connected devices to an application. The coverage, robust-

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confidence: 99%