An adaptive hybrid genetic algorithm for pavement
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localhostmanagement
businessinsider期刊名称: International Journal of Pavement Engineering
作者: Santos, Joao,Ferreira, Adelino,Flintsch, Gerardo
emeli sandeadmit的用法作者机构: IFSTTAR,Univ Coimbra,Virginia Polytech Inst & State Univ
年份: 2019年pcs
期号: 第3-4期
初中英语作文题目关键词: Genetic algorithms;adaptive local arch;hybridization;pavement
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management;pavement maintenance and rehabilitation costs
摘要:The pavement maintenance and rehabilitation (M&R) strategy lection problem is an exceedin
张珈铭
重阳节英语怎么说gly hard problem to solve optimally. In this paper, a novel Adaptive Hybrid Genetic Algorithm (AHGA) is propod which incorporates Local Search (LS) techniques into Genetic Algorithms (GA) to improve the overall efficiency and effectiveness of the arch. Specifically, it contains two dynamic learning mechanisms to guide and combine the exploration and exploitation arch process adaptively. The first learning mechanism aims to asss the worthiness of conducting an LS reactively and to control the computational resources allocated
to the application of this arch technique efficiently. The cond learning mechanism us instantaneously learned probabilities to lect from a t of pre-defined LS operators which compete against each
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