Intelligent Optimization Algorithm Based on State Space Model and its Application
Xu Li · Computing Technology and Automation · 2015
An intelligent optimization algorithm with real strings based on state space model(SIA)was presented to solve bus dispatching problem in urban public transport system.The basic idea of genetic algorithm(GA)was introduced to SIA.The state evolution matrix was constructed to guide the search direction of the algorithm,then through the selection mechanism of selection pool to approach optimal solution.This algorithm and GA were applied to the public transport optimization dispatching problem.Mathematical model was set up by considering the time interval,and the benefit maximization of enterprises and passengers.The results of example simulation show that SIA is better than GA in optimization accuracy and amount of calculation.