DMS-EPSRC Topology of automated motion planning
DMS-EPSRC Topology of automated motion planning
批准号:
EP/V009877/1
负责人:
Michael Farber
金额:
$46.92万
依托单位国家:
英国
项目类别:
Research Grant
财政年份:
2021
资助国家:
英国
项目状态:
未结题
起止时间:
2021 至 --
中文摘要
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英文摘要
Algebraic topology uses various techniques allowing to reduce problems about flexible geometric objects to questions about rigid algebraic structures. Cohomological methods are currently among the most effective techniques which are used in situations motivated by problems of mathematical analysis, algebraic geometry, engineering and mathematical physics. In this research we shall use topological tools (and in particular methods of cohomology theory) to analyse algorithms of making decisions in situations when the outcome is a choice made from a continuum of possibilities rather than from a discrete set of values. In many such situations an algorithms can be interpreted as a section of a fibration and the topological concept of Schwartz genus of a fibration is a natural reflection of complexity of the task. In this research we shall develop mathematical methods to study algorithms for motion planning in engineering, algorithms for coordination of computations in distributed computing and algorithms for aggregation of personal preferences and reaching consensus in negotiations and their relations to social choice theory. Although these problems may appear to be very different at the first glance, they involve quite similar underlying mathematics and can be analysed by analogous methods. We shall develop theory of parametrised topological complexity which will be applicable in a variety of real life situations. The fundamental novelty in our approach consists in the assumption that the configuration space is "large" and is known to us only partially and, besides, the motion planning algorithm will operate without prior knowledge of the positions of the obstacles. Mathematically this will be reflected in the assumption that the actual configuration space is one of a large family of spaces parametrised by a base of a fibration. We shall also study motion planning algorithms in situations when motion of the system is constrained by technical limitations. This theory will be applicable in the context of distributed computing and will help to design computational algorithms for multiple computers performing simultaneous computations and sharing common resources. We shall tackle the Rationality Conjecture which predicts behaviour of the sequential topological complexity in the case of a large number of intermediate destinations. Besides, we shall further develop theory of geodesic motion planning where one requires that motion planning algorithms produce geodesic paths of minimal lengths. In the classical theory of social choice the preferences are assumed to be given on discrete sets of alternatives. We shall study a topological approach aiming to devise methods allowing to quantify the necessary failure of aggregation methods of various kind, along the lines of topological complexity and its quantitative variants, and to produce some positive results in this direction.
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Sequential parametrized motion planning and its complexity
顺序参数化运动规划及其复杂性
DOI:
10.1016/j.topol.2022.108256
发表时间:
2022
期刊:
Topology and its Applications
影响因子:
0.6
作者:
[Farber M]
通讯作者:
Farber M
Sequential parametrized motion planning and its complexity, II
顺序参数化运动规划及其复杂性,II
DOI:
10.1016/j.topol.2023.108490
发表时间:
2023
期刊:
Topology and its Applications
影响因子:
0.6
作者:
[Farber M]
通讯作者:
Farber M
DOI:
10.1007/s11856-023-2507-7
发表时间:
2023
期刊:
Israel Journal of Mathematics
影响因子:
1
作者:
[Farber M]
通讯作者:
Farber M
Algorithmic Foundations of Robotics XV - Proceedings of the Fifteenth Workshop on the Algorithmic Foundations of Robotics
机器人算法基础 XV - 第十五届机器人算法基础研讨会论文集
DOI:
10.1007/978-3-031-21090-7_1
发表时间:
2023
期刊:
影响因子:
--
作者:
[Farber M]
通讯作者:
Farber M
Large simplicial complexes: universality, randomness, and ampleness
大型单纯复形:普遍性、随机性和丰富性
DOI:
10.1007/s41468-023-00134-9
发表时间:
2023
期刊:
Journal of Applied and Computational Topology
影响因子:
--
作者:
[Farber M]
通讯作者:
Farber M
共 8 条
Challenges of Applied Algebraic Topology
-
批准号:EP/L005719/1
-
项目类别:Research Grant
-
资助金额:$36.74万
-
财政年份:2014
-
负责人:Michael Farber
-
依托单位:
Challenges of Applied Algebraic Topology
-
批准号:EP/L005719/2
-
项目类别:Research Grant
-
资助金额:$30.15万
-
财政年份:2014
-
负责人:Michael Farber
-
依托单位:
Tools of Applied Algebraic Topology
-
批准号:EP/H002383/2
-
项目类别:Research Grant
-
资助金额:$28.73万
-
财政年份:2011
-
负责人:Michael Farber
-
依托单位:
Consolidated Support for EPSRC-LMS Durham Symposia
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批准号:EP/G066736/1
-
项目类别:Research Grant
-
资助金额:$80.46万
-
财政年份:2010
-
负责人:Michael Farber
-
依托单位:
Tools of Applied Algebraic Topology
-
批准号:EP/H002383/1
-
项目类别:Research Grant
-
资助金额:$40.96万
-
财政年份:2010
-
负责人:Michael Farber
-
依托单位:
Applications of Algebraic Topology
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批准号:EP/D035759/1
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项目类别:Research Grant
-
资助金额:$18.74万
-
财政年份:2006
-
负责人:Michael Farber
-
依托单位:
海外基金