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What is Genetic Algorithm for Signal Optimization about?

This dissertation explores the optimization of traffic signals using genetic algorithms, demonstrating significant improvements in efficiency through modified genetic operators and the CHC search algorithm. A traffic simulation model was developed, resulting in delay reductions of 13%-32% compared to standard methods. The work also introduces a coding scheme for signal phasing optimization and a statistical model for assessing genetic algorithm performance on stochastic functions.

Author

Ambrish Singh

Language

EN