A Software Project Management Problem Solved by Firefly Algorithm

被引：0

作者：

Crawford, Broderick ^{[1
,2
,7
]}

Soto, Ricardo ^{[1
,3
,4
]}

Johnson, Franklin ^{[1
,5
]}

Misra, Sanjay ^{[6
]}

Olguin, Eduardo ^{[7
]}

机构：

[1] Pontificia Univ Catolica Valparaiso, Valparaiso, Chile

[2] Univ Cent Chile, Santiago, Chile

[3] Univ Cient Sur, Lima, Peru

[4] Univ Autonoma Chile, Santiago, Chile

[5] Univ Playa Ancha, Valparaiso, Chile

[6] Covenant Univ, Ogun, Nigeria

[7] Univ San Sebastian, Fac Ingn & Tecnol, Bellavista 7, Santiago 8420524, Chile

来源：

COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2016, PT V | 2016年 / 9790卷

关键词：

Firefly algorithm; Metaheuristic; Software project scheduling problem; Project management; OPTIMIZATION;

D O I：

10.1007/978-3-319-42092-9_4

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

In software project management there are several problems to deal, one of those is the Software Project Scheduling Problem (SPSP). This problem requires to assign a set of resources to tasks for a given project, trying to decrease the duration and cost of the whole project. The workers and their skills are the main resources in the project. In this paper we present the SPSP as a combinatorial optimization problem and a novel approach to solve SPSP by a Firefly algorithm. Firefly algorithm is a new metaheuristic based on the behaviour of the firefly. We present the design of the resolution model to solve the SPSP using an algorithm of fireflies and we illustrate some experimental results in order to demonstrate the viability and soundness of our approach.

引用

页码：40 / 49

页数：10

共 50 条

[1] Firefly Algorithm to Solve a Project Scheduling Problem
Crawford, Broderick
Soto, Ricardo
Johnson, Franklin
Valencia, Carlos
Paredes, Fernando
ARTIFICIAL INTELLIGENCE PERSPECTIVES IN INTELLIGENT SYSTEMS, VOL 1, 2016, 464 : 449 - 458
[2] A Scheduling Problem for Software Project Solved with ABC Metaheuristic
Crawford, Broderick
Soto, Ricardo
Johnson, Franklin
Vargas, Melissa
Misra, Sanjay
Paredes, Fernando
COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2015, PT IV, 2015, 9158 : 628 - 639
[3] Set Covering Problem solved by new Binary Firefly Algorithm
Crawford, Broderick
Soto, Ricardo
Riquelme-Leiva, Marco
Pena, Cristian
Torres-Rojas, Claudio
Johnson, Franklin
Paredes, Fernando
2015 10TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES (CISTI), 2015,
[4] Single Depot Multiple Travelling Salesman Problem Solved With Preference-Based Stepping Ahead Firefly Algorithm
Nand, Ravneil
Chaudhary, Kaylash
Sharma, Bibhya
IEEE ACCESS, 2024, 12 : 26655 - 26666
[5] Storage Management System Problem and Firefly Algorithm Solution
Atas, Kubilay
Yildirim, Tulay
2019 INNOVATIONS IN INTELLIGENT SYSTEMS AND APPLICATIONS CONFERENCE (ASYU), 2019, : 77 - 82
[6] A Max-Min Ant System algorithm to solve the Software Project Scheduling Problem
Crawford, Broderick
Soto, Ricardo
Johnson, Franklin
Monfroy, Eric
Paredes, Fernando
EXPERT SYSTEMS WITH APPLICATIONS, 2014, 41 (15) : 6634 - 6645
[7] Using Firefly Algorithm to Solve Resource Constrained Project Scheduling Problem
Sanaei, Pejman
Akbari, Reza
Zeighami, Vahid
Shams, Sheida
PROCEEDINGS OF SEVENTH INTERNATIONAL CONFERENCE ON BIO-INSPIRED COMPUTING: THEORIES AND APPLICATIONS (BIC-TA 2012), VOL 1, 2013, 201 : 417 - +
[8] An effective software project effort estimation system using optimal firefly algorithm
Resmi, V.
Vijayalakshmi, S.
Chandrabose, R. Subash
CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2019, 22 (Suppl 5): : 11329 - 11338
[9] An effective software project effort estimation system using optimal firefly algorithm
V. Resmi
S. Vijayalakshmi
R. Subash Chandrabose
Cluster Computing, 2019, 22 : 11329 - 11338
[10] An improved hybrid firefly algorithm for capacitated vehicle routing problem
Altabeeb, Asma M.
Mohsen, Abdulqader M.
Ghallab, Abdullatif
APPLIED SOFT COMPUTING, 2019, 84

← 1 2 3 4 5 →