Title of article :
Gaussian Variable Neighborhood Search and Enhanced Genetic Algorithm for Continuous Optimization
Author/Authors :
Nesic، نويسنده , , Ivan and Rakicevic، نويسنده , , Aleksandar and Poledica، نويسنده , , Ana G. Petrovic، نويسنده , , Bratislav، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2012
Abstract :
VNS has proven to be very successful for solving continuous optimization problems. In this paper we investigate a new hybrid heuristic for solving global unconstrained continuous optimization problems. In fact, we extend Gaussian variable neighborhood search metaheuristic with enhanced genetic algorithm for local search. Efficiency and quality of solution is tested on standard test functions. We obtained encouraging results in comparison with other approaches.
Keywords :
Continuous optimization , variable neighborhood search , Interior point algorithm , global optimization , Hybrid metaheuristic , Gaussian variable neighborhood search , Genetic algorithms
Journal title :
Electronic Notes in Discrete Mathematics
Journal title :
Electronic Notes in Discrete Mathematics