Abstract: In real-world applications, constrained multi-modal multi-objective optimization problems (CMMOPs) are prevalent across various science and engineering domains. Multi-objective evolutionary ...

This is a repository for notebooks on applying optimization to materials experimentation. Some considerations in mind for this context: In our work here, we explore conceptually different approaches ...

Abstract: This paper proposes a novel multi-objective grey wolf optimizer based on decomposition and adaptive constraint scaling (D-ACSMOGWO) to address the shortcomings of existing algorithms in ...

Full-depth reclamation with Portland cement (FDR-PC) is a promising technology in modern pavement engineering due to its capability of achieving deep-level treatment of pavement base layer distresses.

Maritime transportation is increasingly being subjected to pressure to balance economic efficiency with environmental sustainability under regulatory frameworks such as global trade demands and the ...

Real Results: 3.67× smaller models, 2.48× faster inference, 96.6% accuracy retained ...

Halogen detector is an important halogen gas leakage detection instrument. In order to ensure that the upper and lower shells have the same quality, it is necessary to use one mold and two pieces in ...

The development of large language models has given rise to emerging markets where companies offer models as a service and compete for user usage. A concern is that the accumulation of data and compute ...