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A NSGA-II, web-enabled, parallel optimization framework for NLP and MINLP

David Powell, Joel Hollingsworth
2007 Proceedings of the 9th annual conference on Genetic and evolutionary computation - GECCO '07  
Test data is provided to validate a linear speedup based on the number of processors and to show the robustness of the genetic algorithm on a set of 10 design problems.  ...  This paper presents a scalable, standards based framework that uses web services and grid services with a multiple objective genetic algorithm to solve continuous, mixed integer, single objective or multiple  ...  The authors combined the standard mathematical optimization problem formulation with standards-based web services and standards-based distributed resource management to provide a free optimization environment  ... 
doi:10.1145/1276958.1277372 dblp:conf/gecco/PowellH07 fatcat:ckvhkde2fzevbnp3blsokqkufa

Optimization of Clusters of Web Query Sessions using Genetic Algorithm for Effective Personalized Web Search

Suruchi Chawla
2015 International Journal of Computer Applications  
The effectiveness of the Personalization of Web Search based on clustered web usage data depends on the quality of clusters.  ...  In this paper the Genetic Algorithm(GA) is used for clusters optimization in order to improve the quality of clusters for effective Personalized web search.  ...  In order to generate the dataset, the user is required to enter the input query through a GUI based interface of the architecture.  ... 
doi:10.5120/21726-4885 fatcat:pzmkgfnoqzc2rnefg7755lzq24

A Web Interface for Meta-Heuristics Based Grid Schedulers

Fatos Xhafa, Joanna Kolodziej, Marcin Bogdaski
2010 2010 International Conference on P2P, Parallel, Grid, Cloud and Internet Computing  
In this paper we present a web application that interfaces the final user with several meta-heuristics based Grid schedulers.  ...  The application interface facilities for each user the remote evaluation of the different heuristics, the configuration of the schedulers as well as the configuration of the Grid simulator under which  ...  In this work we propose a user-friendly Web interface to remote users and benefit from easy use features of the interface for running the HyperSim-G simulator.  ... 
doi:10.1109/3pgcic.2010.67 dblp:conf/3pgcic/XhafaKB10 fatcat:cod57ycvtbah3gudwqvpgmahtm

A web-based platform for the simulation–optimization of industrial problems

Anna Syberfeldt, Ingemar Karlsson, Amos Ng, Joakim Svantesson, Torgny Almgren
2013 Computers & industrial engineering  
A web-based platform for the simulation-optimization of industrial problems. Computers & industrial engineering, 64(4): 987-998 http://dx.  ...  Abstract This study presents a platform for industrial, real-world simulation-optimization based on web techniques.  ...  User interface As described in Chapter 3.1, the user platform interface is in the form of a web page based on HTML, JavaScript, and Ajax.  ... 
doi:10.1016/j.cie.2013.01.008 fatcat:dppgovw6mjfptk5gdso7bzlsym

A smart itsy bitsy spider for the Web

Hsinchun Chen, Yi-Ming Chung, Marshall Ramsey, Christopher C. Yang
1998 Journal of the American Society for Information Science  
The mutation protions of indexing and communication methods (bandcess introduced in genetic algorithm allows users to find width), controlled language-based interfaces (the vocabother potential relevant  ...  A graphical, dynamic, Javational Information Infrastructure (NII) applications based interface was developed and is available for Web (Chen & Schatz, 1994; Schatz & Chen, 1996) . access.  ...  Users found the Java-based HTML-based spider interface.  ... 
doi:10.1002/(sici)1097-4571(19980515)49:7<604::aid-asi3>3.0.co;2-t fatcat:zsxvhdidjzewfike53tmgjou4a

A smart itsy bitsy spider for the Web

Hsinchun Chen, Yi‐Ming Chung, Marshall Ramsey, Christopher C. Yang
1998 Journal of the American Society for Information Science  
The mutation protions of indexing and communication methods (bandcess introduced in genetic algorithm allows users to find width), controlled language-based interfaces (the vocabother potential relevant  ...  A graphical, dynamic, Javational Information Infrastructure (NII) applications based interface was developed and is available for Web (Chen & Schatz, 1994; Schatz & Chen, 1996) . access.  ...  Users found the Java-based HTML-based spider interface.  ... 
doi:10.1002/(sici)1097-4571(1998)49:7<604::aid-asi3>3.3.co;2-x fatcat:d2hjye35bbaetfhyoorf4kmrpe

Mobyle SNAP Workbench: a web-based analysis portal for population genetics and evolutionary genomics

James T. Monacell, Ignazio Carbone
2014 Computer applications in the biosciences : CABIOS  
We have now developed a web-based portal front-end, using the Mobyle portal framework, which executes all of the programs available in the stand-alone SNAP Workbench toolkit on a high-performance Linux  ...  The Mobyle SNAP Workbench web portal allows end users to (i) execute and manage otherwise complex command-line programs, (ii) launch multiple exploratory analyses of parameter-rich and computationally  ...  ACKNOWLEDGEMENTS We thank Herve´Me´nager, Bertrand Ne´ron, Eric Sills, Jianwei Dian and Doug Brown for helping with the installation and optimization of Mobyle and XMLs on the NC State High Performance  ... 
doi:10.1093/bioinformatics/btu055 pmid:24489366 pmcid:PMC4068005 fatcat:2uamvmur2fbalkc7hwshjuf4p4

A web-based topology optimization program

D. Tcherniak, O. Sigmund
2001 Structural And Multidisciplinary Optimization  
The paper presents a web-based interface for a topology optimization program. The program is accessible over the World Wide Web at the address http://www.topopt.dtu.dk.  ...  Acknowledgements The authors gratefully acknowledge the support by the Danish Technical Research Council through the THOR/Talent-programme: Design of MicroElectroMechanical Systems (MEMS).  ...  Section 4 describes the interface and also contains technical details of our implementation of the Web-based topology optimization program.  ... 
doi:10.1007/s001580100135 fatcat:iebpu3lwxjb3fliw6lwjcymcq4

A Web Interface for Satellite Scheduling Problems

Fatos Xhafa, Carlos Garcia, Admir Barolli, Makoto Takizawa
2016 2016 IEEE 30th International Conference on Advanced Information Networking and Applications (AINA)  
and population-based methods (Genetic Algorithms and variants).  ...  The web interface enables the users to remotely solve their problem instances through a selection of heuristic methods such as local search methods (Hill Climbing, Simulated Annealing and Tabu Search)  ...  Population-based Methods: Genetic Algorithms GAs have shown their usefulness for the resolution of many computationally hard combinatorial optimization problems.  ... 
doi:10.1109/aina.2016.21 dblp:conf/aina/XhafaGBT16 fatcat:natghaea6fdjfjcqtev2sl42be

Conversion Rate Optimization through Evolutionary Computation [article]

Risto Miikkulainen, Neil Iscoe, Aaron Shagrin, Ron Cordell, Sam Nazari, Cory Schoolland, Myles Brundage, Jonathan Epstein, Randy Dean, Gurmeet Lamba
2017 arXiv   pre-print
Conversion optimization means designing a web interface so that as many users as possible take a desired action on it, such as register or purchase.  ...  This paper describes Sentient Ascend, an automatic conversion optimization system that uses evolutionary optimization to create effective web interface designs.  ...  CASE STUDY As an example of how Ascend works, let us consider a case study on optimizing the web interface for a media site that connects users to online education programs. is experiment was run in September  ... 
arXiv:1703.00556v4 fatcat:5j74gat3jfbcxopoiiu6nzpzpu

Improving Service-Oriented Architecture Processes in Process of Automatic Services Composition Using Memory and QF, QWV Factor

Behnaz Nahvi, Jafar Habibi
2016 International Journal of Advanced Computer Science and Applications  
Selection of web services only based on QoS does not bring about optimal composite web service.  ...  Selections of a web service for each of workflow activities and fulfilling users' conditions is still regarded as a major challenge.  ...  QWV is weighted value of QoS which is dynamic and is weighted over the time according to priorities of user by operating user interface and provides optimization.  ... 
doi:10.14569/ijacsa.2016.070624 fatcat:lxocepdxgncopo3iokyjyiafhq

Gene Designer: a synthetic biology tool for constructing artificial DNA segments

Alan Villalobos, Jon E Ness, Claes Gustafsson, Jeremy Minshull, Sridhar Govindarajan
2006 BMC Bioinformatics  
Users can easily add, edit and combine genetic elements such as promoters, open reading frames and tags through an intuitive drag-and-drop graphic interface and a hierarchical DNA/Protein object map.  ...  Direct synthesis of genes is rapidly becoming the most efficient way to make functional genetic constructs and enables applications such as codon optimization, RNAi resistant genes and protein engineering  ...  Acknowledgements We thank Ramasubbu Venkatesh for an early implementation of the codon optimization algorithm and Glenn Björk (University of Umeå) for comments on the manuscript.  ... 
doi:10.1186/1471-2105-7-285 pmid:16756672 pmcid:PMC1523223 fatcat:vxkmempddzhglhkfvs6tgacboi

Designer life using synthetic biology

Andrew Hessel
2014 Science Progress  
Users can easily add, edit and combine genetic elements such as promoters, open reading frames and tags through an intuitive drag-and-drop graphic interface and a hierarchical DNA/Protein object map.  ...  Direct synthesis of genes is rapidly becoming the most efficient way to make functional genetic constructs and enables applications such as codon optimization, RNAi resistant genes and protein engineering  ...  Acknowledgements We thank Ramasubbu Venkatesh for an early implementation of the codon optimization algorithm and Glenn Björk (University of Umeå) for comments on the manuscript.  ... 
doi:10.3184/003685014x14165845886089 fatcat:l3hwuuinqjh4vhqivfm3qmpk5e

Genetic Algorithm for Web-Based Food Stand Assignment Scheduling

Sintya Oktaviani, Farica Perdana Putri, Dennis Gunawan
2019 International Journal of New Media Technology  
Genetic Algorithm belongs to a larger system called Evolutionary Algorithm which is often used for solving the best value in optimization problem.  ...  Hence, this food stand assignment scheduling is build using Genetic Algorithm with population size of 50, uniform crossover with crossover rate of 0.25, mutation rate of 0.0125, and roulette wheel selection  ...  User Interface User interface for displaying the interface of food stand assignment system. Committee and admin are able to interact with system through user interface.  ... 
doi:10.31937/ijnmt.v5i2.926 fatcat:evl2shx4j5fgrehryr4sdgz3qy

Web Based Calculator of Genetic Algorithms and Modeling of Packets Forwarding Mechanism

Valentin Hristov
2013 International Journal of Open Problems in Computer Science and Mathematics  
Development of a Web-based application for modeling and calculation of genetic algorithms with advanced functionality is proposed and experimentally realized.  ...  Brief description of the nature of genetic algorithms is given. The content of XML (eXtensible Markup Language) file for modeling of the genetic algorithms is represented.  ...  Framework of Web Based Calculator and XML Model of Genetic Algorithms As already stated purpose of the work is the development of Web-based calculator of genetic algorithms with advanced functionality.  ... 
doi:10.12816/0006187 fatcat:33kvmqbftbhc3l7s4q5vzva37q
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