Title :
Solving the p-median problem by a simple differential evolution
Author :
Kromer, Pavel ; Platos, Jan
Author_Institution :
Dept. of Comput. & Electr. Eng., Univ. of Alberta, Edmonton, AB, Canada
Abstract :
Differential evolution is a real-parameter metaheuristic optimization method with a history of successful applications in many different domains. The p-median problem is a well-known combinatorial optimization problem with several possible formulations and many practical applications in areas such as operational research and planning. It has been also used as a testbed for various heuristic and metaheuristic optimization algorithms. This work uses a simple variant of the differential evolution to solve the p-median problem and evaluates the efficiency of this method in a series of computational experiments.
Keywords :
combinatorial mathematics; evolutionary computation; optimisation; combinatorial optimization problem; differential evolution; p-median problem; real-parameter metaheuristic optimization method; Genetic algorithms; Heuristic algorithms; Optimization; Sociology; Statistics; Vectors; Wheels; differential evolution; experiments; p-median problem;
Conference_Titel :
Systems, Man and Cybernetics (SMC), 2014 IEEE International Conference on
Conference_Location :
San Diego, CA
DOI :
10.1109/SMC.2014.6974472