Jinliang Xu
4 indexed papers
Recent (6 mo)
4With code
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426
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Neural Computing×4Multiagent×3ML×1
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Research Timeline
2026
MMAO: A Metabolic Multi-Agent Optimizer with Endogenous Resource Allocation for Continuous and Discrete Optimization
This paper introduces the Metabolic Multi-Agent Optimizer (MMAO), a self-calibrating optimization framework with endogenous resource allocation for continuous and discrete problems.
MMAO-Dyn: A Metabolic Multi-Agent Optimizer for Dynamic Optimization
This paper proposes MMAO-Dyn, a dynamic optimization method derived from Metabolic Multi-Agent Optimizer (MMAO), and evaluates its performance on a synthetic dynamic benchmark.
MMAO-Cls: Metabolic Multi-Agent Optimization for Joint Feature Selection and Classifier Tuning
This paper proposes MMAO-Cls, a new approach for classification model selection using the Metabolic Multi-Agent Optimizer (MMAO), and compares it against other methods.
Mechanism and Stability Analysis of Metabolic Closed-Loop Metaheuristics
This paper analyzes the Metabolic Multi-Agent Optimizer (MMAO) framework at a high level, establishing properties and identifying behavioral regimes.
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