Optimization of Pavement Maintenance and Rehabilitation Activities Using Differential Evolution Algorithms

JIA-RUEY, CHANG (2015) Optimization of Pavement Maintenance and Rehabilitation Activities Using Differential Evolution Algorithms. In: Third International Conference on Advances in Civil and Structural Engineering - CSE 2015, 11-12 APRIL 2015, Kuala Lumpur, Malaysia.

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Abstract

A large number of publications have dealt with the computational efficiency of a novel evolutionary algorithm referred to as the differential evolution (DE) algorithm. The DE algorithm is able to optimally adjust the parameters in a dynamic and complex system such as a pavement management system. This study, which is based on real data, identifies maximization of pavement serviceability as the objective to efficiently optimize maintenance and rehabilitation (M&R) activities using the DE algorithm. It is clear that the DE algorithm is capable of searching based on the objective function under specified constraints for solving the optimization problem regarding pavement M&R activities.

Item Type: Conference or Workshop Item (Paper)
Uncontrolled Keywords: optimization, pavement, maintenance and rehabilitation, differential evolution
Depositing User: Mr. John Steve
Date Deposited: 04 May 2019 12:30
Last Modified: 04 May 2019 12:30
URI: http://publications.theired.org/id/eprint/1938

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