FairGA: Fair Genetic Algorithm - Beyond Resource-oriented Sustainability for ICT Products and Services.
作者： Yves Lemieux , Mohamed Cheriet , Reza Farrahi Moghaddam
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摘要: The complexity of ICT products and services has brought them to the level disposable `species'. combination race optimal performance disposability resulted in considerable footprint impact. Although approaches such as increasing efficiency, reducing total cost ownership, life cycle assessment management, circular economy have been put forward manage reduce impact, processes involved especially invisibility key but unobservable some lower bounds for minimal achievable footprint. In this work, a modified approach Genetic Algorithm is proposed order introduce notion 'nondisposability' implicitly influence processes, ultimately overall resource consumption. genetic algorithm called FairGA, it compared with traditional against standard optimization functions. Also, impact FairGA on extraction illustrated promising results.
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arxiv.org参考文章(14)
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