Optimization of control parameters for genetic algorithms
IEEE Transactions on Systems, Man and Cybernetics
Communications of the ACM
Parallel implementation of genetic algorithms in a classifier system
Proceedings of the Second International Conference on Genetic Algorithms on Genetic algorithms and their application
A classifier based system for discovering scheduling heuristics
Proceedings of the Second International Conference on Genetic Algorithms on Genetic algorithms and their application
Optimal determination of user-oriented clusters: an application for the reproductive plan
Proceedings of the Second International Conference on Genetic Algorithms on Genetic algorithms and their application
The necessity for adaptation in modified Boolean document retrieval systems
Information Processing and Management: an International Journal - The Potential for Improvments in Commerical Document Retrieval Systems
Probabilistic and genetic algorithms in document retrieval
Communications of the ACM
SIGIR '89 Proceedings of the 12th annual international ACM SIGIR conference on Research and development in information retrieval
Adaptation in natural and artificial systems
Adaptation in natural and artificial systems
Information retrieval: data structures and algorithms
Information retrieval: data structures and algorithms
Relevance feedback and other query modification techniques
Information retrieval
Query modification using genetic algorithms in vector space models
International Journal of Expert Systems
Journal of the American Society for Information Science
Genetic algorithms + data structures = evolution programs (3rd ed.)
Genetic algorithms + data structures = evolution programs (3rd ed.)
Comparing representations in Chinese information retrieval
Proceedings of the 20th annual international ACM SIGIR conference on Research and development in information retrieval
Journal of the American Society for Information Science
Crossover improvement for the genetic algorithm in information retrieval
Information Processing and Management: an International Journal
A smart itsy bitsy spider for the web
Journal of the American Society for Information Science - Special topic issue: artificial intelligence techniques for emerging information systems applications
A fuzzy genetic algorithm approach to an adaptive information retrieval agent
Journal of the American Society for Information Science
Applying genetic algorithms to query optimization in document retrieval
Information Processing and Management: an International Journal
A clustering strategy based on a formalism of the reproductive process in natural systems
SIGIR '79 Proceedings of the 2nd annual international ACM SIGIR conference on Information storage and retrieval: information implications into the eighties
Reduction of the dimension of a document space using the fuzzified output of a Kohonen network
Journal of the American Society for Information Science and Technology
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms and Simulated Annealing
Genetic Algorithms and Simulated Annealing
Modern Information Retrieval
Document organization using Kohonen's algorithm
Information Processing and Management: an International Journal
Introduction to Modern Information Retrieval
Introduction to Modern Information Retrieval
A test of genetic algorithms in relevance feedback
Information Processing and Management: an International Journal
SIGIR '80 Proceedings of the 3rd annual ACM conference on Research and development in information retrieval
Support vector machines: relevance feedback and information retrieval
Information Processing and Management: an International Journal
Query Optimization in Information Retrieval Using Genetic Algorithms
Proceedings of the 5th International Conference on Genetic Algorithms
Order-based fitness functions for genetic algorithms applied to relevance feedback
Journal of the American Society for Information Science and Technology
An analysis of the behavior of a class of genetic adaptive systems.
An analysis of the behavior of a class of genetic adaptive systems.
On linear mixture of expert approaches to information retrieval
Decision Support Systems
Re-examining the effects of adding relevance information in a relevance feedback environment
Information Processing and Management: an International Journal
A Comparison of Genetic Algorithms for Optimizing Linguistically Informed IR in Question Answering
AI*IA '07 Proceedings of the 10th Congress of the Italian Association for Artificial Intelligence on AI*IA 2007: Artificial Intelligence and Human-Oriented Computing
Local search: A guide for the information retrieval practitioner
Information Processing and Management: an International Journal
Retrieval parameter optimization using genetic algorithms
Information Processing and Management: an International Journal
A web personalized service based on dual GAs
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part III
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The present work is the continuation of an earlier study which reviewed the literature on relevance feedback genetic techniques that follow the vector space model (the model that is most commonly used in this type of application), and implemented them so that they could be compared with each other as well as with one of the best traditional methods of relevance feedback--the Ide dec-hi method. We here carry out the comparisons on more test collections (Cranfield, CISI, Medline, and NPL), using the residual collection method for their evaluation as is recommended in this type of technique. We also add some fitness functions of our own design.