Mathematical Problems in Engineering, ( ISI ), Volume (2012), No (1), Year (2012-1) , Pages (1-18)

Title : ( A Modified PSO Algorithm for Minimizing the Total Costs of Resources in MRCPSP )

Authors: Mohammad Khalilzadeh , Fereydoon Kianfar , Ali Shirzadeh Chaleshtari , Shahram Shadrokh , Mohammad Ranjbar ,

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Abstract

We introduce a multimode resource-constrained project scheduling problem with finish-to-start precedence relations among project activities, considering renewable and nonrenewable resource costs. We assume that renewable resources are rented and are not available in all periods of time of the project. In other words, there is a mandated ready date as well as a due date for each renewable resource type so that no resource is used before its ready date. However, the resources are permitted to be used after their due dates by paying penalty costs. The objective is to minimize the total costs of both renewable and nonrenewable resource usage. This problem is called multimode resource-constrained project scheduling problem with minimization of total weighted resource tardiness penalty cost MRCPSP-TWRTPC, where, for each activity, both renewable and nonrenewable resource requirements depend on activity mode. For this problem, we present a metaheuristic algorithm based on a modified Particle Swarm Optimization PSO approach introduced by Tchomt´e and Gourgand which uses a modified rule for the displacement of particles.We present a prioritization rule for activities and several improvement and local search methods. Experimental results reveal the effectiveness and efficiency of the proposed algorithm for the problem in question.

Keywords

MRCPSP;PSO Algorithm
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@article{paperid:1027059,
author = {Mohammad Khalilzadeh and Fereydoon Kianfar and Ali Shirzadeh Chaleshtari and Shahram Shadrokh and Ranjbar, Mohammad},
title = {A Modified PSO Algorithm for Minimizing the Total Costs of Resources in MRCPSP},
journal = {Mathematical Problems in Engineering},
year = {2012},
volume = {2012},
number = {1},
month = {January},
issn = {1024-123X},
pages = {1--18},
numpages = {17},
keywords = {MRCPSP;PSO Algorithm},
}

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%0 Journal Article
%T A Modified PSO Algorithm for Minimizing the Total Costs of Resources in MRCPSP
%A Mohammad Khalilzadeh
%A Fereydoon Kianfar
%A Ali Shirzadeh Chaleshtari
%A Shahram Shadrokh
%A Ranjbar, Mohammad
%J Mathematical Problems in Engineering
%@ 1024-123X
%D 2012

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