Best Graduate Student Paper Award at the GECCO (2011) | Department of Intelligent Systems

Best Graduate Student Paper Award at the GECCO (2011)

July 12th, 2011

Erik Dovgan received Best Graduate Student paper Award at the Genetic and Evolutionary Computation (GECCO 2011) Conference for the paper A Multiobjective Optimization Algorithm for Discovering Driving Strategies.

This paper presents a deterministic multiobjective optimization algorithm for discovering driving strategies. The goal is to find a set of nondominated driving strategies with respect to two conflicting objectives: time and fuel consumption. The presented multiobjective algorithm is based on the breadth-first search algorithm and Nondominated Sorting Genetic Algorithm (NSGA-II). Experiments on a 10-km route show that the results significantly depend on the discretization of the search space.

Supervisor: prof. dr. Bogdan Filipič

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