John R. Koza, James P. Rice  Home/Search
Context Related
| geneticprogramming.com/IJCNN91.ps Cached: PS.gz PS PDF This document uses CoBlitz to cache paper downloads. If your firewall is blocking outgoing connections to port 3125, you can use these links to download local copies.
Image Update HelpPS.gz PS PDF Problem Downloading? From: geneticprogrammin...jkpubs72to93 (more) Homepages: J.Koza |
Rate this article:      (best)Comment on this article |
Abstract: : This paper shows how to find both the weights and architecture for a neural network (including the number of layers, the number of processing elements per layer, and the connectivity between processing elements). This is accomplished using a recently developed extension to the genetic algorithm which genetically breeds a population of LISP symbolic expressions (S-expressions) of varying size and shape until the desired performance by the network is successfully evolved. The new "genetic... (Update)
Context of citations to this paper: More
...stops when a satisfactory ANN is found. Considerable research on evolving ANN architectures has been carried out in recent years [33] [42], 45] 118] 127] 128] 130] 138] 149] 225] Most of the research has concentrated on the evolution of ANN topological...
.... and particle swarm optimisation (PSO) GAs have previously be used for feature selection [8, 53] and topography selection [2, 5, 29, 35, 36, 38, 52] and ESs have been used for weight optimisation [21, 42, 45, 55] and adaptive topography selection [15, 37, 57] The recent EC...
Cited by: More
An Evolutionary Algorithm that Constructs Recurrent Neural.. - Angeline, al. (1993) (Correct)
Pareto Evolutionary Neural Networks - Jonathan Fieldsend Member (Correct)
Evolving Neural Network Architecture and Weights - Using An Evolutionary (Correct)
Similar documents (at the sentence level): More
32.3%: Genetic Programming: A Paradigm For Genetically Breeding.. - Koza (1990) (Correct)
17.0%: Evolution And Co-Evolution Of Computer Programs To Control.. - Koza (1991) (Correct)
15.8%: Genetically Breeding Populations of Computer Programs to Solve.. - Koza (1990) (Correct)
Active bibliography (related documents): More All
0.1: An Indexed Bibliography of Genetic Programming - Alander (1995) (Correct)
0.1: An Indexed Bibliography of Genetic Algorithms - Papers of 1990 - Alander (1996) (Correct)
0.0: A Genetic Approach to the Truck Backer Upper Problem and the.. - Koza (1992) (Correct)
Similar documents based on text: More All
0.3: Use of Genetic Programming to Find an Impulse Response.. - Koza, Keane, Rice (1992) (Correct)
0.2: Evolution of Subsumption Using Genetic Programming - Koza (1993) (Correct)
0.2: Four Problems for which a Computer Program Evolved by Genetic.. - Koza (1996) (Correct)
Related documents from co-citation: More All
20: Designing neural networks using genetic algorithms with graph generation system (context) - Kitano - 1990
19: Designing neural networks using genetic algorithms (context) - Miller, Todd et al. - 1989
15: Evolving networks: Using the genetic algorithm with connectionist learning - Belew, McInerney et al. - 1990
BibTeX entry: (Update)
J. R. Koza, J. P. Rice: "Genetic Generation of Both the Weights and Architecture for a Neural Network", IEEE Press, Vol II, 1991 http://citeseer.ist.psu.edu/koza91genetic.html More
@inproceedings{ koza91genetic,
author = "John R. Koza and James P. Rice",
title = "Genetic Generation of Both the Weights and Architecture for a Neural Network",
booktitle = "International Joint Conference on Neural Networks, {IJCNN}-91",
volume = "II",
month = "8-12",
publisher = "IEEE Computer Society Press",
address = "Washington State Convention and Trade Center, Seattle, WA, USA",
isbn = "0-7803-0164-1",
pages = "397--404",
year = "1991",
url = "citeseer.ist.psu.edu/koza91genetic.html" }
Citations (may not include all citations):1931 Adaptation in Natural and Artificial Systems (context) - John - 1975 ACM
120 Designing Neural Networks using Genetic Algorithms (context) - Geoffrey, Todd et al. - 1989 ACM DBLP
85 Genetic Programming: A Paradigm for Genetically Breeding Pop.. - John - 1990
77 Genetic algorithms and neural networks: optimizing connectio.. (context) - Whitley, Starkweather et al. - 1990 DBLP
50 Hierarchical Genetic Algorithms Operating on Populations of .. (context) - John - 1989 DBLP
38 Genetic Evolution and Co-Evolution of Computer Programs - John - 1991
25 Genetic Breeding of Non-Linear Optimal Control Strategies fo.. (context) - John, Keane - 1990
1 Connectionist Learning Procedures (context) - David, Algorithms et al. - 1989 ACM DBLP
The graph only includes citing articles where the year of publication is known.
Documents on the same site (http://www.genetic-programming.com/jkpubs72to93.html): More
Genetically Breeding Populations of Computer Programs to Solve.. - Koza (1990) (Correct)
Discovery of Rewrite Rules in Lindenmayer Systems and State.. - Koza (1993) (Correct)
A Genetic Approach to Finding a Controller to Back Up a.. - Koza (1992) (Correct)
Online articles have much greater impact More about CiteSeer.IST Add search form to your site Submit documents Feedback
CiteSeer.IST - Copyright Penn State and NEC