Performance Analysis of Artificial Bee Colony Algorithm on ARM Based Mobile Platform

被引：0
|
作者：
Aslan, Selcuk [1 ]
Karaboga, Dervis [2 ]
Aksoy, Alperen [3 ]
机构：
[1] Ondokuz Mayis Univ, Muhendisl Fak, Bilgisayer Muhendisligi Bolumu, Kurupelit, Turkey
[2] Erciyes Univ, Muhendisl Fak, Bilgisayer Muhendisligi Bolumu, Kayseri, Turkey
[3] Alanya Alaaddin Keykubat Univ, Muhendisl Fak, Bilgisayer Muhendisligi Bolumu, Alanya, Turkey
来源：
2017 INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND ENGINEERING (UBMK) | 2017年
关键词：
swarm intelligence; Artificial Bee Colony algorithm; parallelization; mobile platform;
D O I：
暂无
中图分类号：
TP31 [计算机软件];
学科分类号：
081202 ; 0835 ;
摘要：
Improved mobile devices have the computational power and software support for processing complex algorithmic expressions with the similar execution time when compared to the conventional processors. In this study, we investigated both serial and parallel implementations of Artificial Bee Colony (ABC) algorithm that is one of the most important swarm intelligence based algorithms by solving different types of numerical problems on a mobile platform. Experimental studies showed that serial and parallel implementations of ABC algorithm are suitable for execution on mobile processors and there is a correspondence between the final solutions obtained by ABC algorithm on a mobile processor and the final solutions obtained by ABC algorithm on a conventional processor.
引用
收藏
页码：155 / 159
页数：5
相关论文
共 50 条
  • [31] Opposition-Based Artificial Bee Colony Algorithm
    El-Abd, Mohammed
    GECCO-2011: PROCEEDINGS OF THE 13TH ANNUAL GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, 2011, : 109 - 115
  • [32] Artificial Bee Colony Algorithm Based on Information Learning
    Gao, Wei-Feng
    Huang, Ling-Ling
    Liu, San-Yang
    Dai, Cai
    IEEE TRANSACTIONS ON CYBERNETICS, 2015, 45 (12) : 2827 - 2839
  • [33] Implementation of Parallel Multi-objective Artificial Bee Colony Algorithm Based on Spark Platform
    Li, Chunfeng
    Wen, Tingxi
    Dong, Huailin
    Wu, Qingfeng
    Zhang, Zhongnan
    2016 11TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE & EDUCATION (ICCSE), 2016, : 592 - 597
  • [34] A binary artificial bee colony algorithm and its performance assessment
    Kiran, Mustafa Servet
    EXPERT SYSTEMS WITH APPLICATIONS, 2021, 175
  • [35] Analysis of Classify Remote Sensing Images Based on Artificial Bee Colony Algorithm
    Chen, Jing
    Huang, Hongmei
    Wang, Xiaoxuan
    Wu, Yujing
    2018 4TH INTERNATIONAL CONFERENCE ON EDUCATION, MANAGEMENT AND INFORMATION TECHNOLOGY (ICEMIT 2018), 2018, : 1292 - 1296
  • [36] Coverage optimization strategy for multilayer mobile sensor network based on artificial bee colony algorithm
    Zeng, Xia Ling
    COMPUTING, CONTROL, INFORMATION AND EDUCATION ENGINEERING, 2015, : 429 - 433
  • [37] Performance Analysis of Self Excited Induction Generator using Artificial Bee Colony Algorithm
    Sharma, A. K.
    Patidar, N. P.
    Agnitotri, G.
    Palwalia, D. K.
    2013 INTERNATIONAL CONFERENCE ON ELECTRICAL, ELECTRONICS AND SYSTEM ENGINEERING (ICEESE), 2013, : 108 - 113
  • [38] Performance analysis of the coarse-grained parallel model of the artificial bee colony algorithm
    Basturk, Alper
    Akay, Rustu
    INFORMATION SCIENCES, 2013, 253 : 34 - 55
  • [39] Shuffled artificial bee colony algorithm
    Tarun Kumar Sharma
    Millie Pant
    Soft Computing, 2017, 21 : 6085 - 6104
  • [40] An Astute Artificial Bee Colony Algorithm
    Kishor, Avadh
    Chandra, Manik
    Singh, Pramod Kumar
    PROCEEDINGS OF SIXTH INTERNATIONAL CONFERENCE ON SOFT COMPUTING FOR PROBLEM SOLVING (SOCPROS 2016), VOL 1, 2017, 546 : 153 - 162
12345