• Publications
  • Influence
Handbook Of Genetic Algorithms
TLDR
This book sets out to explain what genetic algorithms are and how they can be used to solve real-world problems. Expand
  • 6,863
  • 305
  • PDF
Training Feedforward Neural Networks Using Genetic Algorithms
TLDR
We use a genetic algorithm rather than backpropagation to train a multilayered feedforward neural network for image classification. Expand
  • 1,056
  • 41
  • PDF
Adapting Operator Probabilities in Genetic Algorithms
TLDR
In the vast majority of genetic algorithm implementations, the operator probabilities are xed throughout a given run. Expand
  • 684
  • 39
Applying Adaptive Algorithms to Epistatic Domains
  • L. Davis
  • Computer Science
  • IJCAI
  • 18 August 1985
TLDR
This paper describes some new techniques for applying adaptive algorithms to epistatic domains, while retaining some of the strength of Holland's convergence proof. Expand
  • 723
  • 38
  • PDF
Job Shop Scheduling with Genetic Algorithms
  • 867
  • 28
Genetic Algorithms and Simulated Annealing
TLDR
A detergent composition mainly for automatic laundering machines which comprises, on the basis of 100 parts by weight of total composition, at least 60 parts of soap and no more than 10 parts of a mixture of surfactants comprising 10 to 30% of at least one non-ionic polyoxyalkylated surfactant and 90 to 70% of an anionic surfACTant selected essentially from alpha -sulfonated fatty acids derivatives. Expand
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Bit-Climbing, Representational Bias, and Test Suite Design
  • 184
  • 12
A Hybrid Genetic Algorithm for Classification
TLDR
In this paper we describe a method for hybridizing a genetic algorithm and a k nearest neighbors classification algorithm. Expand
  • 156
  • 7
  • PDF
Shall We Repair? Genetic AlgorithmsCombinatorial Optimizationand Feasibility Constraints
............................................................................................................................. ii DedicationExpand
  • 117
  • 7
  • PDF
A Genetic Algorithm for Survivable Network Design
  • 90
  • 4
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