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Bridging the Gap Between Theory and Practice: Benchmarking Transfer Evolutionary Optimization

Bridging the Gap Between Theory and Practice: Benchmarking Transfer Evolutionary Optimization

In recent years, the field of Transfer Evolutionary Optimization (TrEO) has witnessed substantial growth, fueled by the realization of its profound impact on solving complex problems. Numerous algorithms have emerged to address the challenges posed by transferring knowledge between tasks. However, the recently highlighted ``no free lunch theorem'' in transfer …