Adaptation in natural and artificial systems
Adaptation in natural and artificial systems
Genetic programming: on the programming of computers by means of natural selection
Genetic programming: on the programming of computers by means of natural selection
LAN traffic management
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Computers and Intractability: A Guide to the Theory of NP-Completeness
Computers and Intractability: A Guide to the Theory of NP-Completeness
The Symbiotic Evolution of Solutions and Their Representations
Proceedings of the 6th International Conference on Genetic Algorithms
Optimizing local area networks using genetic algorithms
GECCO '96 Proceedings of the 1st annual conference on Genetic and evolutionary computation
Optimizing local area networks using genetic algorithms
GECCO '96 Proceedings of the 1st annual conference on Genetic and evolutionary computation
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This paper describes a genetic algorithm approach to the real-time optimization of a class of Local Area Network (LAN) topologies under measured traffic patterns. This approach consists of two parts: 1) a genetic algorithm approach to optimizing LAN topologies; and 2) a genetic programming approach to discovering good fitness functions for part (1). Results are given for applying the approach to a particular instance of the LAN optimization problem.