A MULTI-OBJECTIVE OPTIMIZATION ALGORITHM FOR SOLVING ENGINEERING PROBLEMS
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Date
2024
Journal Title
Journal ISSN
Volume Title
Publisher
Mohamed Boudiaf University of M'sila
Abstract
"Human-inspired algorithms are part of metaheuristic algorithms, thus providing
a suitable way to find solutions to real-world engineering problems. We also see a
growing interest in these methods. The main motivation behind the proposal of the multiobjective algorithm MOCBOA is based on single-objective CBOA algorithm, In this
algorithm, we combined domination and added solution archive, then tested it on some
engineering problems, especially design problems. mechanical The results showed that
the MOCBOA algorithm generated solutions for all problems, with significantly better
performance than the comparison algorithms on the problem (Pressure vessel design and
Vibrating platform design, Disc brake design, Speed reducer design), which confirms. its
efficiency and ability to solve problems."
Description
Keywords
Human-inspired algorithms, Metaheuristic algorithms, Engineering problems, Multi-objective algorithm (MOCBOA), Single-objective CBOA, Dominance