Titlebook: Advanced Intelligent Computing Technology and Applications; 20th International C De-Shuang Huang,Xiankun Zhang,Wei Chen Conference proceedi

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0302-9743 4882 - the refereed proceedings of the 20th International Conference on Intelligent Computing, ICIC 2024, held in Tianjin, China, during August 5-8, 2024...The total of 863 regular papers were carefully reviewed and selected from 2189 submissions...This year, the conference concentrated mainly on th

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An Efficient Growth Optimizer with Adaptive Parameters and Targeted Stochastic Mutation Strategies fdaptability. To verify the effectiveness of the proposed method, the comprehensive experiments were con-ducted on 30 benchmark functions of CEC2017 and compared against nearly 50 popular efficient metaheuristic algorithms, and the statistical results confirm the high performance of the ASGO algorith

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Multi-task Scheduling of Multiple Agricultural Machinery via Reinforcement Learning and Genetic Algo proposed SLA significantly outperforms baselines in solving multi-task scheduling of multiple agricultural machinery. This finding can provide a reasonable scheduling scheme for the production of large-scale unmanned farms.

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Multi-objective Evolutionary Algorithm Based on Competitive Swarm Optimizer and Constraint Handling volution. Additionally, continual updating of the dual-archive further enhances solution convergence and diversity. Out of 23 test suites, Proposed algorithm obtained 13 of the best HV and IGD values, far more than any other algorithm. Simulation results on the LIRCMOP and DASCMOP test suites demons