A Multi-objective Genetic Algorithm for the Software Project Scheduling Problem

2014 ◽  
pp. 13-24 ◽  
Author(s):  
Abel García-Nájera ◽  
María del Carmen Gómez-Fuentes
Keyword(s):  
Genetic Algorithm ◽  
Project Scheduling ◽  
Software Project ◽  
Scheduling Problem ◽  
Multi Objective ◽  
Multi Objective Genetic Algorithm ◽  
Project Scheduling Problem

scholarly journals The software project scheduling problem: A scalability analysis of multi-objective metaheuristics

2014 ◽  
Vol 15 ◽  
pp. 136-148 ◽  
Author(s):  
Francisco Luna ◽  
David L. González-Álvarez ◽  
Francisco Chicano ◽  
Miguel A. Vega-Rodríguez
Keyword(s):  
Project Scheduling ◽  
Software Project ◽  
Scheduling Problem ◽  
Multi Objective ◽  
Scalability Analysis ◽  
Project Scheduling Problem

A Multi-Objective Immune Genetic Algorithm for Project Scheduling on Multi-Skill Resources

2015 ◽  
Vol 719-720 ◽  
pp. 1268-1274 ◽  
Author(s):  
Lu Cheng ◽  
Guang Rui Liao ◽  
Zhen Yuan Liu
Keyword(s):  
Genetic Algorithm ◽  
Project Scheduling ◽  
Project Managers ◽  
Scheduling Problem ◽  
Immune Genetic Algorithm ◽  
Feasible Schedule ◽  
Multi Objective ◽  
Project Scheduling Problem ◽  
Quality Of Products

In this paper, we address the project scheduling problem with the aim of making the best use of people's talents while minimizing project makespan and the amount of wasted resources. The purpose of proposing this problem is to assist project managers to improve the quality of products and save cost. To solve this problem, we also proposed an immune genetic algorithm (IGA). This algorithm designs feasible schedule for projects. By designing computational experiments carried out on j60 from PSPLIB, we evaluate the performance of proposed IGA as well as compare it with traditional GA. It turns out that proposed IGA performs much better in the aspect of improving diversity and minimizing makespan, which provides more diverse and effective solutions.

A survey on the Software Project Scheduling Problem

2018 ◽  
Vol 202 ◽  
pp. 145-161 ◽  
Author(s):  
Miguel Ángel Vega-Velázquez ◽  
Abel García-Nájera ◽  
Humberto Cervantes
Keyword(s):  
Project Scheduling ◽  
Software Project ◽  
Scheduling Problem ◽  
Project Scheduling Problem
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