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109
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GEM
2008
15 years 3 months ago
Better Huffman Coding via Genetic Algorithm
Abstract--We present an approach to compress arbitrary files using a Huffman-like prefix-free code generated through the use of a genetic algorithm, thus requiring no prior knowled...
Cody Boisclair, Markus Wagner
ICGA
1997
103views Optimization» more  ICGA 1997»
15 years 3 months ago
Genetic Algorithm for Restrictive Channel Routing Problem
This paper presents a genetic algorithm for the restrictive channel routing problem. The major difference of the algorithm from already known genetic algorithms for this problem c...
Vladimir N. Davidenko, Victor M. Kureichik, Victor...
110
Voted
EVOW
2009
Springer
15 years 9 months ago
University Course Timetabling with Genetic Algorithm: A Laboratory Excercises Case Study
Abstract. This paper describes the application of a hybrid genetic algorithm to a real-world instance of the university course timetabling problem. We address the timetabling of la...
Zlatko Bratkovic, Tomislav Herman, Vjera Omrcen, M...
99
Voted
ICRA
2003
IEEE
147views Robotics» more  ICRA 2003»
15 years 7 months ago
A genetic algorithm for simultaneous localization and mapping
— This paper addresses the problem of simultaneous localization and mapping (SLAM) by a mobile robot. The SLAM problem is defined as a global optimization problem in which the o...
Tom Duckett
132
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AIPRF
2007
15 years 3 months ago
Empirical Study: Initial Population Diversity and Genetic Algorithm Performance
This article presents an empirical study regarding the hypothesis that higher diversity in initial populations for Genetic Algorithms can reduce the number of iterations required ...
Pedro A. Diaz-Gomez, Dean F. Hougen