evolutionary algorithms 1lexicase selection 1many-objective optimization 1massive objective problems 1objective interactions 1
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cs.NE2026
The impact of objective interactions on the performance of massive objective optimization algorithms
Shakiba Shahbandegan, Jose Guadalupe Hernandez, Emily Dolson
The paper studies how the number of objectives and their interactions affect the performance of several evolutionary multi‑objective optimization algorithms, using a scalable diagn…
cs.NE2026
ECLIPSE: An Evolutionary Computation Library for Instrumentation Prototyping in Scientific Engineering
Max Foreback, Evan Imata, Vincent Ragusa +18
Designing scientific instrumentation often requires exploring large, highly constrained design spaces using computationally expensive physics simulations. These simulators pose sub…