Robust evolutionary analytics for changing and uncertain environments
Robust evolutionary analytics for changing and uncertain environments
批准号:
DP190102637
负责人:
Prof Ruhul Sarker
金额:
$40.19万
依托单位国家:
澳大利亚
项目类别:
Discovery Projects
财政年份:
2019
资助国家:
澳大利亚
项目状态:
已结题
起止时间:
2019-04-01 至 2023-12-31
中文摘要
这个项目旨在开发一种新的框架来解决动态环境中的不确定性规划问题。目前的方法将这些条件视为两个离散问题。在所提出的框架中,将开发和集成三种算法,以生成具有不确定性的动态变化下的规划的稳健解。预期的成果包括一个新的框架和新的技术,通过利用现有方法的假设来开发。实际成果将包括一个强有力的规划工具。
英文摘要
This project aims to develop a novel framework for solving planning problems in dynamic environments with uncertainties. Current methods treat these conditions as two discrete problems. In the proposed framework, three algorithms will be developed and integrated to generate robust solutions for planning under dynamic changes with uncertainties. The intended outcomes include a novel framework with new techniques, developed by exploiting the assumptions of existing methodologies. Practical outcomes will include a robust planning tool.
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会议论文
Evolutionary Framework for High Dimensional Problems
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项目类别:Discovery Projects
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资助金额:$54.47万
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财政年份:2021
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负责人:Prof Ruhul Sarker
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依托单位:
Reactive planning under disruptions and dynamic changes
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财政年份:2017
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依托单位:
Robust Configuration of Evolutionary Algorithms
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批准号:DP150102583
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资助金额:$16.33万
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财政年份:2015
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负责人:Prof Ruhul Sarker
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依托单位:
国内基金
海外基金
经济复杂系统的非稳态时间序列分析及非线性演化动力学理论
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批准号:70471078
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项目类别:面上项目
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资助金额:15.0万元
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批准年份:2004
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负责人:陈平
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依托单位: