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Half a Dozen Real-World Applications of Evolutionary Multitasking, and More
[article]
2022
arXiv
pre-print
Until recently, the potential to transfer evolved skills across distinct optimization problem instances (or tasks) was seldom explored in evolutionary computation. The concept of evolutionary multitasking (EMT) fills this gap. It unlocks a population's implicit parallelism to jointly solve a set of tasks, hence creating avenues for skills transfer between them. Despite it being early days, the idea of EMT has begun to show promise in a range of real-world applications. In the backdrop of recent
arXiv:2109.13101v4
fatcat:dz2xepsivnberh2ga7d4xw7xqu