Search Results - "Ahmadi, Kamilia"

Intelligent Traffic Management: From Practical Stochastic Path Planning to Reinforcement Learning Based City-Wide Traffic Optimization by Ahmadi, Kamilia

“…This research focuses on intelligent traffic management including stochastic path planning and city scale traffic optimization. Stochastic path planning…”
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Sorting unsigned permutations by reversals using multi-objective evolutionary algorithms with variable size individuals by Ghaffarizadeh, Ahmadreza, Ahmadi, Kamilia, Flann, Nicholas S.

“…Sorting by reversals is a simplified version of the genome rearrangement problem that seeks to discover the evolutionary relationship between different…”
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Decision making using trust and risk in self-adaptive agent organization by Ahmadi, Kamilia

“…Self-organizing, multi-agent systems provide a suitable paradigm for agents to manage themselves. We demonstrate a robust, decentralized approach for…”
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Smart City: Application of Multi-agent Reinforcement Learning Systems in Adaptive Traffic Management by Ahmadi, Kamilia, Allan, Vicki H

“…Traffic congestion on urban road networks has increased substantially during the last decade, characterized by slower speeds, longer travel times, increased…”
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Stochastic Path Finding under Congestion by Ahmadi, Kamilia, Allan, Vicki H

“…Most of the path planning algorithms use the edge weights in order to select the best path for navigation from an origin point to a specific target. This…”
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A new algorithm for improving deficiencies of past self-organized criticality based extinction algorithms by Ghaffarizdeh, Ahmadreza, Eftekhari, Mahdi, Yazdani, Donya, Ahmadi, Kamilia

“…In this paper, new ideas are presented for resolving the issues of two past self-organized criticality (SOC) evolutionary algorithms (EAs). The concept of SOC…”
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