Optimizing service distributions using a genetic algorithm

被引：0

作者：

Jurasovic, Kresimir ^{[1
]}

Kusek, Mario ^{[1
]}

机构：

[1] Univ Zagreb, Fac Elect Engn & Comp, HR-10000 Zagreb, Croatia

来源：

KNOWLEDGE - BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT 1, PROCEEDINGS | 2008年 / 5177卷

关键词：

multi-agent system; mobile agent network; genetic algorithm; simulation;

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

This paper deals with optimizing the distribution of services performed by agents in a Mobile Agent Network (MAN). The MAN model consists of agents, capable of performing remote software management services, and of various network elements and nodes used by agents during service execution. In order to verify various service distributions a Mobile Agent. Network Simulator was developed. This simulator allows the user to define the services which need to be performed by the agents and describe the physical network used in the process. In this paper, an approach using a genetic algorithm which optimizes the distribution of services with the objective to reduce the network load and total execution time is presented.

引用

页码：158 / 165

页数：8

共 50 条

[1] Genetic algorithm for optimizing service distributions
Jurasovic, Kresimir
Kusek, Mario
[J]. NEUROCOMPUTING, 2010, 73 (4-6) : 661 - 668
[2] Optimizing Online Shopping using Genetic Algorithm
Verma, Sahil
Sinha, Akash
Kumar, Prabhat
Maitin, Ajay
[J]. 2020 3RD INTERNATIONAL CONFERENCE ON INFORMATION AND COMPUTER TECHNOLOGIES (ICICT 2020), 2020, : 271 - 275
[3] A genetic algorithm for optimizing switching sequence of service restoration in distribution systems
Watanabe, I
Nodu, M
[J]. CEC2004: PROCEEDINGS OF THE 2004 CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1 AND 2, 2004, : 1683 - 1690
[4] Optimizing Quantum Teleportation Circuit Using Genetic Algorithm
Peng, Fei
Xie, Guangjun
Wu, Tianhao
[J]. 2009 IEEE INTERNATIONAL CONFERENCE ON GRANULAR COMPUTING ( GRC 2009), 2009, : 466 - 470
[5] A Framework for Optimizing Malware Classification by Using Genetic Algorithm
Yusoff, Mohd Najwadi
Jantan, Aman
[J]. SOFTWARE ENGINEERING AND COMPUTER SYSTEMS, PT 2, 2011, 180 : 58 - 72
[6] Optimizing DFM scores by using a genetic evolution algorithm
Schroeder, Uwe Paul
Shalabi, Ahmed
Bakshi, Janam
Ismail, Mohamed
Elsemary, Ahmed Mounir
[J]. DESIGN-PROCESS-TECHNOLOGY CO-OPTIMIZATION FOR MANUFACTURABILITY XIII, 2019, 10962
[7] Optimizing Ontology Alignment by using Compact Genetic Algorithm
Xue, Xingsi
Liu, Jianhua
Tsai, Pei-Wei
Zhan, Xianyin
Ren, Aihong
[J]. 2015 11TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND SECURITY (CIS), 2015, : 231 - 234
[8] On Optimizing the Build Orientation Problem using Genetic Algorithm
Matos, Marina A.
Rocha, Ana Maria A. C.
Pereira, Ana, I
[J]. INTERNATIONAL CONFERENCE ON NUMERICAL ANALYSIS AND APPLIED MATHEMATICS (ICNAAM-2018), 2019, 2116
[9] Genetic Algorithm for optimizing Game using users' adaptation
Um, Sangwon
Kim, Taeyong
Choi, Jongsoo
[J]. PROCEEDINGS OF THE WSEAS INTERNATIONAL CONFERENCE ON CIRCUITS, SYSTEMS, ELECTRONICS, CONTROL & SIGNAL PROCESSING: SELECTED TOPICS ON CIRCUITS, SYSTEMS, ELECTRONICS, CONTROL & SIGNAL PROCESSING, 2007, : 564 - 569
[10] Optimizing patrol force deployment using a genetic algorithm
Lau, H. C. W.
Ho, George T. S.
Zhao, Yi
Hon, W. T.
[J]. EXPERT SYSTEMS WITH APPLICATIONS, 2010, 37 (12) : 8148 - 8154

← 1 2 3 4 5 →