Search Results - "multi-objective chaotic evolution algorithm"
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A Comprehensive Analysis on Enhancing Multi-Objective Evolutionary Algorithms Using Chaotic Dynamics and Dominant Relationship-Based Search Strategies
ISSN: 2169-3536, 2169-3536Published: IEEE 01.01.2025Published in IEEE Access (01.01.2025)“…In optimization and decision-making, multi-objective optimization has emerged as a pivotal challenge. Over the past three decades, the concerted efforts of…”
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Journal Article -
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Enhancing multi-objective chaotic evolution algorithm using an estimated convergence point
Published: IEEE 08.06.2021Published in 2021 5th IEEE International Conference on Cybernetics (CYBCONF) (08.06.2021)“…-objective chaotic evolution algorithm. The estimated point is constricted by the movement vectors, and we use the estimated point to replace the population's dominated solution to achieve the objective of enhancing the multi-objective chaotic evolution algorithm. We use hypervolume, generational distance, and inverted generational distance to evaluate our proposal. The result indicates that using an estimated point can accelerate the search of the multi-objective chaotic evolution algorithm…”
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Conference Proceeding -
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A Study on Multi-objective Chaotic Evolution Algorithms Using Multiple Chaotic Systems
ISSN: 2325-5994Published: IEEE 01.10.2019Published in International Conference on Awareness Science and Technology (01.10.2019)“…We investigate the optimization performance of multi-objective chaotic evolution (MOCE) algorithm with implementations using different chaotic systems. A…”
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Conference Proceeding