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System and method for time-efficient distributed search and decision-making using cooperative co-evolutionary algorithms executing in a distributed multi-agent architecture

機(jī)譯：使用在分布式多主體體系結(jié)構(gòu)中執(zhí)行的協(xié)同協(xié)同進(jìn)化算法進(jìn)行省時(shí)的分布式搜索和決策的系統(tǒng)和方法

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A method and architecture for efficiently solving complex distributed problems uses coevolutionary agents incorporating evolutionary algorithms located at different nodes in a distributed network. The coevolutionary agents conduct localized database searches and evolve at their respective nodes while sharing information with other coevolutionary agents working the same problem. Results or solutions to the problem posed are available at each network node containing a coevolutionary agent working the problem.

機(jī)譯：一種有效地解決復(fù)雜分布式問題的方法和體系結(jié)構(gòu)，使用了協(xié)同進(jìn)化代理，該代理結(jié)合了位于分布式網(wǎng)絡(luò)中不同節(jié)點(diǎn)的進(jìn)化算法。協(xié)同進(jìn)化代理進(jìn)行本地?cái)?shù)據(jù)庫搜索并在其各自的節(jié)點(diǎn)處演化，同時(shí)與其他解決相同問題的協(xié)同進(jìn)化代理共享信息。所提出問題的結(jié)果或解決方案可在每個(gè)網(wǎng)絡(luò)節(jié)點(diǎn)上找到，該網(wǎng)絡(luò)節(jié)點(diǎn)包含解決該問題的協(xié)同進(jìn)化代理。

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公開/公告號US6882988B2

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公開/公告日2005-04-19

原文格式PDF
申請/專利權(quán)人 RAJ SUBBU;ARTHUR SANDERSON;ROBERT GRAVES;
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申請/專利號US20010971972
發(fā)明設(shè)計(jì)人 RAJ SUBBU;ROBERT GRAVES;ARTHUR SANDERSON;
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申請日2001-10-05
分類號G06E1/00;G06E3/00;G06F15/00;G06F15/16;G06F15/18;
國家 US
入庫時(shí)間 2022-08-21 22:20:25

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System and method for time-efficient distributed search and decision-making using cooperative co-evolutionary algorithms executing in a distributed multi-agent architecture

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