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A Jxta Based Asynchronous Peer-to-Peer Implementation of Genetic Programming

Gianluigi Folino, Agostino Forestiero, Giandomenico Spezzano
<span title="2006-08-01">2006</span> <i title="International Academy Publishing (IAP)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/jr7366lnajgfrhmmgwgrpt3o7u" style="color: black;">Journal of Software</a> </i> &nbsp;
Experiments were conducted on some popular benchmarks and scalability, accuracy and the effect of migration have been studied.  ...  In this paper, we present P-CAGE: a P2P environment for Genetic Programming based on the JXTA protocols.  ...  This software tool was used in [8] to study the influence of the communication topology and the frequency of migration on the performances of parallel GP .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.4304/jsw.1.2.12-23">doi:10.4304/jsw.1.2.12-23</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xexwxev3jzfmhh46oodfbaa5kq">fatcat:xexwxev3jzfmhh46oodfbaa5kq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170809132858/http://staff.icar.cnr.it/folino/papers/jsw07.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/b7/53/b7539aeb01847190b014ba2da04c17bc0d20773c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.4304/jsw.1.2.12-23"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Strategy for Individuals Distribution by Incident Nodes Participation in Star Topology of Distributed Evolutionary Algorithms

Todor Balabanov, Iliyan Zankinski, Maria Barova
<span title="2016-03-01">2016</span> <i title="Walter de Gruyter GmbH"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/yqncwzlovvhvhktpm65k4wwuoe" style="color: black;">Cybernetics and Information Technologies</a> </i> &nbsp;
One of the most widely used topologies for distributed computing is the star topology.  ...  Solving the Rubik's cube by a Genetic Algorithm (GA) will be used as a benchmark. It is a combinatorial problem and experiments are done with a C++ program which uses OpenMPI.  ...  The relation between GAs and Genetic Programming (GP) is pretty close and it is used in this study as representation of Rubik's Cube manipulation operations set as GAs chromosomes.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1515/cait-2016-0006">doi:10.1515/cait-2016-0006</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/bffjlfoihna5dgjs5k2zkhu2ma">fatcat:bffjlfoihna5dgjs5k2zkhu2ma</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190501082712/https://content.sciendo.com/downloadpdf/journals/cait/16/1/article-p80.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/70/0d/700d7b61bf91fb66a9be027070b590b50cf6ba4c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1515/cait-2016-0006"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> degruyter.com </button> </a>

Cluster-based evolutionary design of digital circuits using all improved multi-expression programming

Fatima Zohra Hadjam, Claudio Moraga, Mohamed Benmohamed
<span title="">2007</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/fdhfwmjdwjbvxo6zc7cdt5hi7q" style="color: black;">Proceedings of the 2007 GECCO conference companion on Genetic and evolutionary computation - GECCO &#39;07</a> </i> &nbsp;
As a consequence, there have been multiple efforts to make EE faster, and one of the most promising choices is to use distributed implementations.  ...  A migration mechanism produces a chromosome exchange between the subpopulations using MPI (Message Passing Interface) on a dedicated cluster of workstations (Lido Cluster, Dortmund University).  ...  As future work, the Influence of the migration policy on the behavior of the island model applied to the evolution process as well as the neighborhood structure and the number of migrated individuals,  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1274000.1274013">doi:10.1145/1274000.1274013</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/gecco/HadjamMB07.html">dblp:conf/gecco/HadjamMB07</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/42lqznluhbbp7bfsm5pqempoku">fatcat:42lqznluhbbp7bfsm5pqempoku</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20120914100215/http://www.cs.bham.ac.uk/~wbl/biblio/gecco2007/docs/p2475.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/c1/53/c1535354b3b658920e09170f821ea7edb76250f8.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1274000.1274013"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Discussion on searching capability of distributed genetic algorithm on the grid

Y. Tanimura, T. Hiroyasu, M. Miki
<span title="">2003</span> <i title="IEEE"> The 2003 Congress on Evolutionary Computation, 2003. CEC &#39;03. </i> &nbsp;
and the results of the DGA are not influenced very much by the dynamic reduction of the number of resources.  ...  In this paper, when the distributed GA (DGA) is executed on the Grid, the considerable issues and problems are discussed for the Scalability, Dynamic Changes and Heterogeneity.  ...  Acknowledgments This work was supported by a grant to RCAST at Doshisha University from the Ministry of Education, Science.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cec.2003.1299789">doi:10.1109/cec.2003.1299789</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/s6oc4xnyezej7fsdaajr55j5fy">fatcat:s6oc4xnyezej7fsdaajr55j5fy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170706081108/http://www.is.doshisha.ac.jp/academic/papers/pdf/03/200312_tanimura.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/b2/65/b265a107065f8a7c0c5b25fe9b4ed90d882eb1f8.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cec.2003.1299789"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

The parallel genetic algorithm for construction of technological objects neural network models

V. S. Tynchenko, E. A. Petrovsky, V. V. Tynchenko
<span title="">2016</span> <i title="IEEE"> 2016 2nd International Conference on Industrial Engineering, Applications and Manufacturing (ICIEAM) </i> &nbsp;
It is proposed to modify the standard multipopular parallel genetic algorithm adding its base topology dynamic adaptation.  ...  The artificial neural networks are effective instrument to solve most problems of technological objectives and processes modelling.  ...  The nature of migration depends on the topology of connections between subpopulations (isolated populations, complete graph, ring, etc.) and the rate of migration (number of individuals moved), migration  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icieam.2016.7911573">doi:10.1109/icieam.2016.7911573</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/lhyj5lb3xjaobe54eumsi63adm">fatcat:lhyj5lb3xjaobe54eumsi63adm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180720120636/http://elib.sfu-kras.ru/bitstream/handle/2311/69831/statya_tynchenko_ieee_pga_1.pdf;jsessionid=489497615584CCBDFE2628A2038377C7?sequence=1" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/d6/38/d63863aeff207ccedd92030a602066256b099b89.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icieam.2016.7911573"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Wolverines: standard cell placement on a network of workstations

S. Mohan, P. Mazumder
<span title="">1993</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/rl7xk4fwazdrred2difr6v3lii" style="color: black;">IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems</a> </i> &nbsp;
This paper describes the implementation of the placement program and detailed experimental studies of the behavior of the algorithm with various parameter settings, network capabilities, and communication  ...  The placement program is based on the genetic algorithm, which is a heuristic search method inspired by biological evolution models.  ...  reduces the beneficial influence of migration.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/43.240079">doi:10.1109/43.240079</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ysijvfn6nbbyzile7tfeycqn2m">fatcat:ysijvfn6nbbyzile7tfeycqn2m</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170812221933/http://web.eecs.umich.edu/~mazum/PAPERS-MAZUM/wolverines.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/47/da/47dae8eb01cc3fe4c59eb37cc65a6bf3acb34426.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/43.240079"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Influence of network properties on a migration induced secular height trend by Monte Carlo simulation

Amelie Fritz, Angelina Makeyeva, Kaspar Staub, Detlef Groth
<span title="2019-07-01">2019</span> <i title="Schweizerbart"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/nb2gto7wmrf4tm272rit3t76fu" style="color: black;">Anthropologischer Anzeiger</a> </i> &nbsp;
In this paper the background and the influence of the network structure on the strength of the secular trend by migration is investigated.  ...  The increase rate depends on the height of the neighboring factor, the population distribution, the relationship between population in the nodes and their centrality as well as on the network topology.  ...  Acknowledgements: Statistical analyses of data were conducted during the International Summer School "Child and Adolescent Growth and Nutrition" in Potsdam/Gülpe from the 1 st to 7 th July in 2018.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1127/anthranz/2019/1032">doi:10.1127/anthranz/2019/1032</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/cbhdngi5k5ffhd2dl73xwlmzky">fatcat:cbhdngi5k5ffhd2dl73xwlmzky</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200221230141/https://www.zora.uzh.ch/id/eprint/172486/1/anthranz__Influence_of_network_properties_on_a_migration_induced_secular_height_trend_by_Monte_Carlo_simulation_91592.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/bb/d7/bbd7748696b8ea5d5be9e3c5f7745886423cc22e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1127/anthranz/2019/1032"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

On the Impact of the Migration Topology on the Island Model [article]

Marek Ruciński, Dario Izzo, Francesco Biscani
<span title="2010-04-26">2010</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In this paper we analyze the impact of the migration topology on the performance of a PGOA which uses the Island Model.  ...  One method of parallelization of GOAs that is frequently applied and commonly found in the contemporary literature is the so-called Island Model (IM).  ...  Search, GRASP, Ant Colony algorithms and Genetic Programming to name at least few (see for instance [13, 14] for excellent reviews, see [15] for an empirical study of multipopulation Genetic Programming  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1004.4541v1">arXiv:1004.4541v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/awgfawlg4zbqbp5vurvfj3meai">fatcat:awgfawlg4zbqbp5vurvfj3meai</a> </span>
<a target="_blank" rel="noopener" href="https://archive.org/download/arxiv-1004.4541/1004.4541.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> File Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/b5/ab/b5abed2a6c9f0496859719b118ba8f833b85d54a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1004.4541v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

A Survey on Parallel Genetic Algorithms for Shop Scheduling Problems

Jia Luo, Didier El Baz
<span title="">2018</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/t3x4vqewrncrfgn2wu7cafsbsq" style="color: black;">2018 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)</a> </i> &nbsp;
It showcases the most representative publications in this field by the categorization of parallel GAs and analyzes their designs based on the frameworks.  ...  There have been extensive works dealing with genetic algorithms (GAs) for seeking optimal solutions of shop scheduling problems. Due to the NP hardness, the time cost is always heavy.  ...  ACKNOWLEDGMENT This work was supported by a scholarship from the China Scholarship Council (CSC).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/ipdpsw.2018.00103">doi:10.1109/ipdpsw.2018.00103</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/ipps/LuoB18.html">dblp:conf/ipps/LuoB18</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/kabw5jzsjrf7lfv4kvknc7z4q4">fatcat:kabw5jzsjrf7lfv4kvknc7z4q4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200507061301/https://hal.laas.fr/hal-02091699/file/pdco%20ieee%20full%20version%20final-1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/48/be/48bead6ce04114df530195b12861105d4a93d707.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/ipdpsw.2018.00103"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

A scalable cellular implementation of parallel genetic programming

G. Folino, C. Pizzuti, G. Spezzano
<span title="">2003</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/dqtjwgdgmjazlimlppwouyrzcq" style="color: black;">IEEE Transactions on Evolutionary Computation</a> </i> &nbsp;
A new parallel implementation of genetic programming based on the cellular model is presented and compared with both canonical genetic programming and the island model approach.  ...  Experimental results on benchmark problems of different complexity show the superiority of the cellular approach with respect to the canonical sequential implementation and the island model.  ...  This software tool was used in [9] to study the influence of the communication topology and the frequency of migration on the performances of parallel GP .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tevc.2002.806168">doi:10.1109/tevc.2002.806168</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/usz654josfbwlpl47jag4hnaem">fatcat:usz654josfbwlpl47jag4hnaem</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170809132923/http://staff.icar.cnr.it/folino/papers/tec03.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/19/50/19500875f019efefc068e19528e3363ed988683e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tevc.2002.806168"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Parallel genetic algorithms on line topology of heterogeneous computing resources

Yiyuan Gong, Morikazu Nakamura, Shiro Tamaki
<span title="">2005</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/fdhfwmjdwjbvxo6zc7cdt5hi7q" style="color: black;">Proceedings of the 2005 conference on Genetic and evolutionary computation - GECCO &#39;05</a> </i> &nbsp;
This paper evaluates a parallel genetic algorithm (GA) on the line topology of heterogeneous computing resources.  ...  Evolution process of parallel GAs is investigated on two types of arrangements of heterogeneous computing resources: the ascending and descending order arrangement of computing capability.  ...  With considering communication overhead of the migration topology, we can say tree topologies are easily implemented and extensible on real network environments.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1068009.1068239">doi:10.1145/1068009.1068239</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/gecco/GongNT05.html">dblp:conf/gecco/GongNT05</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/vxs2temxqbgkrkiudnpl6fv46e">fatcat:vxs2temxqbgkrkiudnpl6fv46e</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170811212145/http://www.cs.bham.ac.uk/~wbl/biblio/gecco2005/docs/p1447.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/47/74/4774ce8db3a99ab8a84b16d1a08e8ac83c15f994.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1068009.1068239"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Performance Study of Cultural Algorithms Based on Genetic Algorithm with Single and Multi Population for the MKP [chapter]

Deam James Azevedo da Silva, Otvio Noura, Roberto Clio Limo de Oliveir
<span title="2012-03-07">2012</span> <i title="InTech"> Bio-Inspired Computational Algorithms and Their Applications </i> &nbsp;
The sub-populations size, communication topology (its degree of connectivity), migration rate and migration frequency are important factors related to the performance of distributed GAS.  ...  The fourth are genetic operators and the fifth are some www.intechopen.com Performance Study of Cultural Algorithms Based on Genetic Algorithm with Single and Multi Population for the MKP 389  ...  Performance Study of Cultural Algorithms Based on Genetic Algorithm with Single and Multi Population for the MKP, Bio-Inspired Computational Algorithms and Their Applications, Dr.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5772/36366">doi:10.5772/36366</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/rbmatnc2jfawbg7kfkhbmyzvi4">fatcat:rbmatnc2jfawbg7kfkhbmyzvi4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190502021306/https://api.intechopen.com/chapter/pdf-download/30277" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/b6/4b/b64b12a670fa25e3bb44f528b08d7c65a947ad8b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5772/36366"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Performance Evaluation of Parallel Genetic Algorithm for Brain MRI Segmentation in Hadoop and Spark

D. Peter Augustine, Pethuru Raj
<span title="2016-12-27">2016</span> <i title="Indian Society for Education and Environment"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/wffwpj3q45g5zfjzfeyagk5uea" style="color: black;">Indian Journal of Science and Technology</a> </i> &nbsp;
Objectives: The radical growth of brain MRI data demands faster and accurate processing. To meet these demands, it is necessary to develop a design in cloud platform using distributed platforms.  ...  Findings: The processing time taken for different size of data varying from 2GB to 10GB in a different number of clusters varying from one to five are denoted.  ...  There is a need for considering the parameter like communication topology which has greater influence in execution time.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.17485/ijst/2016/v9i48/91373">doi:10.17485/ijst/2016/v9i48/91373</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/cxl45k3e3zbtxcd4h7it4727tu">fatcat:cxl45k3e3zbtxcd4h7it4727tu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190428040646/http://www.indjst.org/index.php/indjst/article/download/91373/77211" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.17485/ijst/2016/v9i48/91373"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Creating a Digital Ecosystem: Service-Oriented Architectures with Distributed Evolutionary Computing [article]

G Briscoe
<span title="2012-11-27">2012</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
We then consider the relevant theoretical ecology in creating the digital counterpart of a biological ecosystem, including the topological structure of ecosystems, and evolutionary processes within distributed  ...  of distributed evolutionary computing.  ...  Acknowledgments The author would like to thank for their encouragement and suggestions: my supervisor  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/0712.4159v5">arXiv:0712.4159v5</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/cgfm5yvlezcbpeal6qxczroh64">fatcat:cgfm5yvlezcbpeal6qxczroh64</a> </span>
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On the Scalability of Parallel Genetic Algorithms

Erick Cantú-Paz, David E. Goldberg
<span title="">1999</span> <i title="MIT Press - Journals"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/b7u6fu546fgplmudjzcn5zqqme" style="color: black;">Evolutionary Computation</a> </i> &nbsp;
Then, arbitrary regular topologies with lower migration rates are considered and the frequency of migrations is set to its lowest value.  ...  Probably the easiest way to parallelize GAs is to distribute the evaluation of fitness among several slave processors while one master executes the GA operations (selection, crossover, and mutation).  ...  The views and conclusions contained herein are those of the authors and should not be interpreted as necessarily representing the official policies and endorsements, either expressed or implied, of the  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1162/evco.1999.7.4.429">doi:10.1162/evco.1999.7.4.429</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/10578030">pmid:10578030</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ijiago2krnhr3h7gjcwa27jufa">fatcat:ijiago2krnhr3h7gjcwa27jufa</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170809000421/https://static.aminer.org/pdf/PDF/000/860/772/on_the_scalability_of_parallel_genetic_algorithms.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/56/29/562994a389220ec6a931b867fefb7a7bb810e3c7.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1162/evco.1999.7.4.429"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> mitpressjournals.org </button> </a>
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