UPA Perpustakaan Universitas Jember

Distributed task allocation in multi-agent environments using cellular learning automata

Maryam Khani 1 - Personal Name
Hajar Hajary 3 - Personal Name
Ali Ahmadi 2 - Personal Name

People’s safety is threatened by the repetition of critical events. Many people lose their lives due to unpro- fessional rescue operation as well as time pressure of the rescue operation. A key problem in urban search and rescue teams, considering the severe turbulence and complexity of the environments which are hit by a crisis, is the coordination between the team members. In order to solve this problem, an effective plan would be the provision of measures where human works with intelligent assistant agents to assign the tasks in any way. Dynamic tasks are identified by the human agent of the rescue team in the crisis environment and are characterized by spatial–temporal characteristics assigned to the appropriate rescue team by the intelligent assistant agents who apply intelligent decision-making techniques. The objective of this study is to propose a new approach for allocating spatial–temporal tasks in multi-agent systems through cellular learning automata as the decision-making technique. Results obtained here indicate that this proposed
model can significantly improve the rescue time and space. Rescue teams could cover all critical areas by going through the minimum distance to make maximum use of time.

EB00000002776K Available

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E-Jurnal

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Spatial–temporal task allocation
Multi-agent system
Earthquake emergency response
Geospatial simulation
Cellular learning automata
Urban search and rescue

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NPP. 3509212D1000001

Distributed task allocation in multi-agent environments using cellular learning automata

Maryam Khani 1 - Personal NameHajar Hajary 3 - Personal NameAli Ahmadi 2 - Personal Name

Series Title

Call Number

Publisher

Collation

Language

ISBN/ISSN

Classification

Content Type

Media Type

Carrier Type

Edition

Subject(s)

Specific Detail Info

Statement of Responsibility

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Maryam Khani 1 - Personal Name
Hajar Hajary 3 - Personal Name
Ali Ahmadi 2 - Personal Name