(Enter summary)
Abstract: Methods for Statistical Inference:
Extending the Evolutionary Computation Paradigm
A dissertation presented to the Faculty of
the Graduate School of Arts and Sciences of
Brandeis University, Waltham, Massachusetts
by Hugues Juill'e
In many instances, Evolutionary Computation (EC) techniques have demonstrated
their ability to tackle ill-structured and poorly understood problems against
which traditional Artificial Intelligence (AI) search algorithms fail. The principle of operation
behind EC... (Update)
Context of citations to this paper: More
.... This approach to creating and maintaining gradient for coevolutionary learning is substantially di#erent from those of Rosin [18] Juille [7], Olsson [15] and Paredis [16] 2.2 Learning: Following Gradient This section describes how we measure success at following a high...
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Intransitivity in Coevolution - de Jong
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1.1: Semantic Niching and Coevolution in Optimization Problems - Juille, Pollack
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0.5: An Indexed Bibliography of Genetic Algorithm Theses - Alander (1999)
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BibTeX entry: (Update)
H. Juille. Methods for Statistical Inference: Extending the Evolutionary Computation Paradigm. PhD thesis, Brandeis University, 1999. http://citeseer.ist.psu.edu/juille99method.html More
@misc{ juille99methods,
author = "H. Juille",
title = "Methods for Statistical Inference: Extending the Evolutionary Computation
Paradigm",
text = "H. Juille. Methods for Statistical Inference: Extending the Evolutionary
Computation Paradigm. PhD thesis, Brandeis University, 1999.",
year = "1999",
url = "citeseer.ist.psu.edu/juille99method.html" }
Citations (may not include all citations):
1931
Adaptation in Natural and Artificial Systems (context) - Holland - 1975
1053
Genetic Programming: On the Programming of Computers by Mean.. (context) - Koza - 1992
1051
Optimization and Machine Learning (context) - Goldberg, in - 1989
493
Modeling by shortest data description (context) - Rissanen - 1978
353
An Introduction to Genetic Algorithms (context) - Mitchell - 1996
298
Genetic Programming II: Automatic Discovery of Reusable Prog.. (context) - Koza - 1994
275
Uniform crossover in genetic algorithms (context) - Syswerda - 1989
266
Heuristics: Intelligent Search Strategies for Computer Probl.. (context) - Pearl - 1984
249
volume 3: Sorting and Searching (context) - Knuth, of - 1973
205
Co-evolving parasites improve simulated evolution as an opti.. (context) - Hillis - 1992
190
Inductive inference: Theory and methods (context) - Angluin, Smith - 1983
141
The induction of dynamical recognizers
- Pollack - 1991
136
An information measure for classification (context) - Wallace, Boulton - 1968
135
Solving large-scale constraint satisfaction and scheduling p.. (context) - Minton, Johnston et al. - 1990
132
Estimation and inference by compact coding (context) - Wallace, Freeman - 1987
129
Messy genetic algorithms: Motivation (context) - Goldberg, Korb et al. - 1989
127
Complexity of automaton identification from given data (context) - Gold - 1978
125
No free lunch theorems for search
- Wolpert, Macready - 1995
124
Boosting combinatorial search through randomization
- Gomes, Selman et al. - 1998
122
Predicting the future: A connectionist approach (context) - Weigend, Huberman et al. - 1990
116
Fuzzy artmap: A neural network architecture for incremental .. (context) - Carpenter, Grossberg et al. - 1992
108
Induction of finite state languages using secondorder recurr.. (context) - Watrous, Kuhn - 1992
105
The evolution of evolvability in genetic programming
- Altenberg - 1994
95
The evolution of strategies in the iterated prisoner's dilem.. (context) - Axelrod - 1989
93
morphology and behavior by competition (context) - Sims - 1994
85
Intelligence without representation (context) - Brooks - 1991
77
Coevolving high-level representations
- Angeline, Pollack - 1994
76
Learning to tell two spirals apart (context) - Lang, Witbrock - 1988
61
Niching methods for genetic algorithms
- Mahfoud - 1995
60
Learning finite state machines with self-clustering recurren.. (context) - Zeng, Goodman et al. - 1994
58
A cooperative coevolutionary approach to function optimizati..
- Potter, De Jong - 1994
55
An adaptive crossover distribution mechanism for genetic alg.. (context) - Schaffer, Morishima - 1987
51
Foundations of Genetic Algorithms (context) - Rawlins - 1991
50
Foundations of Genetic Algorithms (context) - Whitley - 1993
50
Foundations of Genetic Algorithms (context) - Whitley, Vose - 1995
50
Genetic programming using a minimum description length princ..
- Iba, de Garis et al. - 1994
50
Artificial Intelligence Review (context) - Atkeson, Moore et al. - 1997
48
Random dfa's can be approximately learned from sparse unifor..
- Lang - 1992
48
Co-evolutionary constraint satisfaction (context) - Paredis - 1994
46
Evolving cellular automata to perform computations: Mechanis.. (context) - Mitchell, Crutchfield et al. - 1994
43
Tracking the red queen: Measurements of adaptive progress in..
- Cliff, Miller - 1995
43
A coevolutionary approach to learning sequential decision ru..
- Potter, De Jong et al. - 1995
42
An overview of evolutionary algorithms for parameter optimiz.. (context) - Back, Schwefel - 1993
42
The cascade-correlation learning architecture (context) - Fahlman, Lebiere - 1990
42
Complex adaptations and the evolution of evolvability (context) - Wagner, Altenberg - 1996
41
Methods for competitive co-evolution: Finding opponents wort..
- Rosin, Belew - 1995
39
Revisiting the edge of chaos: Evolving cellular automata to ..
- Mitchell, Hraber et al. - 1993
38
Simulation of genetic populations with biochemical propertie.. (context) - Rosenberg - 1967
37
Journal of the Royal Statistical Society (context) - Rissanen - 1987
34
Coevolutionary computation
- Paredis - 1996
33
Efficient reinforcement learning through symbiotic evolution
- Moriarty, Miikkulainen - 1996
32
Coevolution of a backgammon player
- Pollack, Blair et al. - 1996
30
Artificial Intelligence (context) - Winston - 1984
29
The Design and Analysis of a Computational Model of Cooperat..
- Potter - 1997
29
A unified gradient-descent/clustering architecture for finit..
- Das, Mozer - 1994
28
Discovering solutions with low kolmogorov complexity and hig..
- Schmidhuber - 1995
28
Search-intensive concept induction
- Giordana, Neri - 1995
24
Learning the initial state of a second-order recurrent neura..
- Forcada, Carrasco - 1995
23
Numerical Optimization of Computer Models (context) - Schwefel - 1981
23
A genetic algorithm discovers particle-based computation in .. (context) - Das, Mitchell et al. - 1994
23
Efficient search techniques - an empirical study of the n-qu.. (context) - Stone, Stone - 1987
22
Coevolving non-uniform cellular automata to perform computat..
- Sipper - 1994
22
Hierarchical Learning with Procedural Abstraction Mechanisms
- Rosca - 1997
21
Using genetic algorithms for concept learning
- De Jong, Spears et al. - 1993
21
Industrial Research (context) - Fogel - 1962
20
Challenges in coevolutionary learning: Arms-race dynamics
- Ficici, Pollack - 1998
19
The troubling aspects of a building block hypothesis for gen.. (context) - O'Reilly, Oppacher - 1995
19
No perfect two-state cellular automata for density classific.. (context) - Land, Belew - 1995
18
Discovering complex othello strategies through evolutionary ..
- Moriarty, Miikkulainen - 1995
17
The symbiotic evolution of solutions and their representatio.. (context) - Paredis - 1995
16
Toward an ideal trainer (context) - Epstein - 1994
15
Evolving obstacle avoidance behavior in a robot arm
- Moriarty, Miikkulainen - 1996
15
Machine discovery of effective admissible heuristics (context) - Prieditis - 1993
15
Extending genetic programming with recombinative guidance (context) - Iba, de Garis - 1995
14
Evolution of intricate longdistance communication signals in..
- Andre, John et al. - 1996
14
limit cycles and cyclical data (context) - Tong, Lim - 1980
14
Coevolving cellular automata: Be aware of the red queen
- Paredis - 1997
13
Multivariate functional interpolation and adaptive networks (context) - Broomhead, Lowe - 1988
13
queens in less than one minute
- Sosic, Gu - 1991
13
Balancing accuracy and parsimony in genetic programming (context) - Zhang, Muhlenbein - 1995
13
Searching with Probabilities (context) - Palay - 1985
13
Two self-adaptive crossover operations for genetic programmi..
- Angeline - 1995
12
and the game of tag (context) - Reynolds, coevolution - 1994
11
Co-evolving intertwined spirals (context) - Juill'e, Pollack - 1996
10
the futility of blind search
- Culberson - 1996
10
On learning how to learn learning strategies
- Schmidhuber - 1994
10
Steps towards co-evolutionary classification neural networks (context) - Paredis - 1994
9
Heuristic sampling: a method for predicting the performance .. (context) - Chen - 1992
9
A competitive approach to game learning
- Rosin, Belew - 1996
8
Distributed coevolutionary genetic algorithms for multi-crit..
- Husbands - 1994
8
Competition-based induction of decision models from examples (context) - Greene, Smith - 1993
8
A computer-assisted optimal depth lower bound for nine-input..
- Parberry - 1991
8
Coevolutionary Search Among Adversaries (context) - Rosin - 1997
7
Classification using cultural coevolution and genetic progra.. (context) - Abramson, Hunter - 1996
7
The engineering of mind
- Albus - 1996
6
North Holland Publishing Company (context) - Trakhtenbrot, Barzdin et al. - 1973
6
Hierarchical evolution of neural networks
- Moriarty, Miikkulainen - 1996
5
The theory of coevolution (context) - Roughgarden - 1983
5
Genetic algorithms as global random search methods: An alter.. (context) - Peck, Dhawan - 1995
4
Symbiotic Evolution of Neural Networks in Sequential Decisio.. (context) - Moriarty - 1997
4
Integrating multiple learning strategies in first order logi..
- Giordana, Neri et al. - 1997
3
Estimating the efficiency of backtracking programs (context) - Knuth - 1975
3
On optimal game tree propagation for imperfect players (context) - Baum - 1992
3
Some improvements in nonadaptive sorting algorithms (context) - Green - 1969
3
When is it coevolution (context) - Janzen - 1980
3
cellular automaton that classifies density (context) - Capcarrere, Sipper et al. - 1996
3
Matter and consciousness : a contemporary introduction to th.. (context) - Churchland - 1988
2
volume 65 of Mathematics and Its Applications (context) - Zhigljavsky, Global et al. - 1991
2
Analysis of Genetic Algorithms from a Global Random Search M.. (context) - Charles - 1993
2
Coevolutionary Learning by Automatic Modularisation with Spe.. (context) - Darwen - 1996
2
Abbadingo one: Dfa learning competition (context) - Lang, Pearlmutter - 1997
1
The np-completeness column: an on-going guide (context) - Johnson - 1982
1
Technical Report IlliGAL No (context) - Oei, Goldberg et al. - 1991
1
Prediction of sunspots by gp (context) - Jaske - 1996
1
Improved algorithm for sorting network design validation (context) - Juill'e, Pollack - 1998
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