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1

A genetic algorithm tutorial

Darrell Whitley

Journal:

Statistics and Computing

Year:

1994

Language:

english

File:

PDF, 2.31 MB

english, 1994

2

An overview of evolutionary algorithms: practical issues and common pitfalls

Darrell Whitley

Journal:

Information and Software Technology

Year:

2001

Language:

english

File:

PDF, 287 KB

english, 2001

3

Neural Networks for River Flow Prediction

Karunanithi, Nachimuthu, Grenney, William J., Whitley, Darrell, Bovee, Ken

Journal:

Journal of Computing in Civil Engineering

Year:

1994

Language:

english

File:

PDF, 1.10 MB

english, 1994

4

GENITOR II: a distributed genetic algorithm

WHITLEY, DARRELL, STARKWEATHER, TIMOTHY

Journal:

Journal of Experimental & Theoretical Artificial Intelligence

Year:

1990

Language:

english

File:

PDF, 1.02 MB

english, 1990

5

Adding Learning to the Cellular Development of Neural Networks: Evolution and the Baldwin Effect

Gruau, Frédéric, Whitley, Darrell

Journal:

Evolutionary Computation

Year:

1993

Language:

english

File:

PDF, 1.48 MB

english, 1993

6

AFSCN scheduling: How the problem and solution have evolved

Laura Barbulescu, Adele Howe, Darrell Whitley

Journal:

Mathematical and Computer Modelling

Year:

2006

Language:

english

File:

PDF, 438 KB

english, 2006

7

Scheduling Space–Ground Communications for the Air Force Satellite Control Network

Laura Barbulescu, Jean-Paul Watson, L.Darrell Whitley, Adele E. Howe

Journal:

Journal of Scheduling

Year:

2004

Language:

english

File:

PDF, 375 KB

english, 2004

8

Genetic reinforcement learning for neurocontrol problems

Whitley, Darrell, Dominic, Stephen, Das, Rajarshi, Anderson, Charles W.

Journal:

Machine Learning

Year:

1993

Language:

english

File:

PDF, 1.67 MB

english, 1993

9

Evolution, Learning, and Instinct: 100 Years of the Baldwin Effect

Turney, Peter, Whitley, Darrell, Anderson, Russell W.

Journal:

Evolutionary Computation

Year:

1996

Language:

english

File:

PDF, 346 KB

english, 1996

10

Changing Representations During Search: A Comparative Study of Delta Coding

Mathias, Keith E., Whitley, L. Darrell

Journal:

Evolutionary Computation

Year:

1994

Language:

english

File:

PDF, 1.74 MB

english, 1994

11

Evaluating evolutionary algorithms

Darrell Whitley, Soraya Rana, John Dzubera, Keith E. Mathias

Journal:

Artificial Intelligence

Year:

1996

Language:

english

File:

PDF, 2.25 MB

english, 1996

12

Problem difficulty for tabu search in job-shop scheduling

Jean-Paul Watson, J.Christopher Beck, Adele E. Howe, L.Darrell Whitley

Journal:

Artificial Intelligence

Year:

2003

Language:

english

File:

PDF, 402 KB

english, 2003

13

Genetic Reinforcement Learning for Neurocontrol Problems

Whitley, Darrell, Dominic, Stephen, Das, Rajarshi, Anderson, Charles W.

Journal:

Machine Learning

Year:

1993

Language:

english

File:

PDF, 2.71 MB

english, 1993

14

[Lecture Notes in Computer Science] Parallel Problem Solving from Nature - PPSN IX Volume 4193 || Evolving Bin Packing Heuristics with Genetic Programming

Runarsson, Thomas Philip, Beyer, Hans-Georg, Burke, Edmund, Merelo-Guervós, Juan J., Whitley, L. Darrell, Yao, Xin

Year:

2006

Language:

english

File:

PDF, 313 KB

english, 2006

15

[Lecture Notes in Computer Science] Parallel Problem Solving from Nature - PPSN IX Volume 4193 || New EAX Crossover for Large TSP Instances

Runarsson, Thomas Philip, Beyer, Hans-Georg, Burke, Edmund, Merelo-Guervós, Juan J., Whitley, L. Darrell, Yao, Xin

Year:

2006

Language:

english

File:

PDF, 428 KB

english, 2006

16

[ACM Press the 8th annual conference - Seattle, Washington, USA (2006.07.08-2006.07.12)] Proceedings of the 8th annual conference on Genetic and evolutionary computation - GECCO '06 - The dispersion metric and the CMA evolution strategy

Lunacek, Monte, Whitley, Darrell

Year:

2006

Language:

english

File:

PDF, 244 KB

english, 2006

17

[Lecture Notes in Computer Science] Parallel Problem Solving from Nature - PPSN IX Volume 4193 || Solving Hard Multiobjective Optimization Problems Using ε-Constraint with Cultured Differential Evolution

Runarsson, Thomas Philip, Beyer, Hans-Georg, Burke, Edmund, Merelo-Guervós, Juan J., Whitley, L. Darrell, Yao, Xin

Year:

2006

Language:

english

File:

PDF, 655 KB

english, 2006

18

Properties of Gray and Binary Representations

Rowe, Jonathan, Whitley, Darrell, Barbulescu, Laura, Watson, Jean-Paul

Journal:

Evolutionary Computation

Year:

2004

Language:

english

File:

PDF, 233 KB

english, 2004

19

Editorial Introduction

Whitley, Darrell

Journal:

Evolutionary Computation

Year:

2002

Language:

english

File:

PDF, 43 KB

english, 2002

20

Editorial Introduction

Whitley, Darrell

Journal:

Evolutionary Computation

Year:

2002

Language:

english

File:

PDF, 75 KB

english, 2002

21

Properties of Gray and Binary Representations

Rowe, Jonathan, Whitley, Darrell, Barbulescu, Laura, Watson, Jean-Paul

Journal:

Evolutionary Computation

Year:

2004

Language:

english

File:

PDF, 211 KB

english, 2004

22

Predicting Epistasis from Mathematical Models

Heckendorn, Robert B., Whitley, Darrell

Journal:

Evolutionary Computation

Year:

1999

Language:

english

File:

PDF, 1.60 MB

english, 1999

23

Editorial Introduction

Whitley, Darrell

Journal:

Evolutionary Computation

Year:

2001

Language:

english

File:

PDF, 9 KB

english, 2001

24

Editorial Introduction

Whitley, Darrell

Journal:

Evolutionary Computation

Year:

2000

Language:

english

File:

PDF, 74 KB

english, 2000

25

Contrasting Structured and Random Permutation Flow-Shop Scheduling Problems: Search-Space Topology and Algorithm Performance

Watson, Jean-Paul, Barbulescu, Laura, Whitley, L. Darrell, Howe, Adele E.

Journal:

INFORMS Journal on Computing

Year:

2002

Language:

english

File:

PDF, 436 KB

english, 2002

26

[ACM Press the Genetic and Evolutionary Computation Conference - Berlin, Germany (2017.07.15-2017.07.19)] Proceedings of the Genetic and Evolutionary Computation Conference on - GECCO '17 - Building a better heuristic for the traveling salesman problem

Sanches, Danilo, Whitley, Darrell, Tinós, Renato

Year:

2017

Language:

english

File:

PDF, 748 KB

english, 2017

27

[Lecture Notes in Computer Science] Parallel Problem Solving from Nature – PPSN XV Volume 11101 (15th International Conference, Coimbra, Portugal, September 8–12, 2018, Proceedings, Part I) || Efficient Recombination in the Lin-Kernighan-Helsgaun Traveling Salesman Heuristic

Auger, Anne, Fonseca, Carlos M., Lourenço, Nuno, Machado, Penousal, Paquete, Luís, Whitley, Darrell

Year:

2018

Language:

english

File:

PDF, 639 KB

english, 2018

28

[Lecture Notes in Computer Science] Parallel Problem Solving from Nature – PPSN XV Volume 11101 (15th International Conference, Coimbra, Portugal, September 8–12, 2018, Proceedings, Part I) || Spark Clustering Computing Platform Based Parallel Particle Swarm Optimizers for Computationally Expensive Global Optimization

Auger, Anne, Fonseca, Carlos M., Lourenço, Nuno, Machado, Penousal, Paquete, Luís, Whitley, Darrell

Year:

2018

Language:

english

File:

PDF, 973 KB

english, 2018

29

[Lecture Notes in Computer Science] Parallel Problem Solving from Nature – PPSN XV Volume 11102 (15th International Conference, Coimbra, Portugal, September 8–12, 2018, Proceedings, Part II) || A Suite of Computationally Expensive Shape Optimisation Problems Using Computational Fluid Dynamics

Auger, Anne, Fonseca, Carlos M., Lourenço, Nuno, Machado, Penousal, Paquete, Luís, Whitley, Darrell

Year:

2018

Language:

english

File:

PDF, 1.80 MB

english, 2018

30

[Lecture Notes in Computer Science] Parallel Problem Solving from Nature – PPSN XV Volume 11102 (15th International Conference, Coimbra, Portugal, September 8–12, 2018, Proceedings, Part II) || First-Hitting Times for Finite State Spaces

Auger, Anne, Fonseca, Carlos M., Lourenço, Nuno, Machado, Penousal, Paquete, Luís, Whitley, Darrell

Year:

2018

Language:

english

File:

PDF, 302 KB

english, 2018

31

Overview of PPSN 2018

Fonseca, Carlos M., Whitley, Darrell

Journal:

ACM SIGEVOlution

Year:

2018

Language:

english

File:

PDF, 574 KB

english, 2018

32

Subthreshold-seeking local search

Darrell Whitley, Jonathan Rowe

Journal:

Theoretical Computer Science

Year:

2006

Language:

english

File:

PDF, 244 KB

english, 2006

33

Hyperplane ranking, nonlinearity and the simple genetic algorithm

Darrell Whitley, Robert B Heckendorn, Soraya Stevens

Journal:

Information Sciences

Year:

2003

Language:

english

File:

PDF, 307 KB

english, 2003

34

Matching horizon features using a Messy Genetic Algorithm

J.Ross Beveridge, Karthik Balasubramaniam, Darrell Whitley

Journal:

Computer Methods in Applied Mechanics and Engineering

Year:

2000

Language:

english

File:

PDF, 399 KB

english, 2000

35

Deception, dominance and implicit parallelism in genetic search

Darrell Whitley

Journal:

Annals of Mathematics and Artificial Intelligence

Year:

1992

Language:

english

File:

PDF, 1.87 MB

english, 1992

36

Tracking primary hyperplane competitors during genetic search

Darrell Whitley, Rajarshi Das, Curtis Crabb

Journal:

Annals of Mathematics and Artificial Intelligence

Year:

1992

Language:

english

File:

PDF, 1.14 MB

english, 1992

37

A note on the variance of rank-based selection strategies for genetic algorithms and genetic programming

Artem Sokolov, Darrell Whitley, Andre’ da Motta Salles Barreto

Journal:

Genetic Programming and Evolvable Machines

Year:

2007

Language:

english

File:

PDF, 393 KB

english, 2007

38

Real time stochastic scheduling in broadcast systems with decentralized data storage

Rinku Dewri, Indrakshi Ray, Indrajit Ray, Darrell Whitley

Journal:

Real-Time Systems

Year:

2010

Language:

english

File:

PDF, 955 KB

english, 2010

39

Deconstructing Nowicki and Smutnicki's -TSAB tabu search algorithm for the job-shop scheduling problem

Jean-Paul Watson, Adele E. Howe, L. Darrell Whitley

Journal:

Computers & Operations Research

Year:

2006

Language:

english

File:

PDF, 299 KB

english, 2006

40

Augmented geophysical data interpretation through automated velocity picking in semblance velocity images

J. Ross Beveridge, Charlie Ross, Darrell Whitley, Barry Fish

Journal:

Machine Vision and Applications

Year:

2002

Language:

english

File:

PDF, 547 KB

english, 2002

41

Elementary landscape decomposition of the frequency assignment problem

Francisco Chicano, L. Darrell Whitley, Enrique Alba, Francisco Luna

Journal:

Theoretical Computer Science

Year:

2011

Language:

english

File:

PDF, 315 KB

english, 2011

42

[ACM Press the 12th annual conference - Portland, Oregon, USA (2010.07.07-2010.07.11)] Proceedings of the 12th annual conference on Genetic and evolutionary computation - GECCO '10 - Elementary landscapes of frequency assignment problems

Whitley, L. Darrell, Chicano, Francisco, Alba, Enrique, Luna, Francisco

Year:

2010

Language:

english

File:

PDF, 3.20 MB

english, 2010

43

Optimal security hardening on attack tree models of networks: a cost-benefit analysis

Rinku Dewri, Indrajit Ray, Nayot Poolsappasit, Darrell Whitley

Journal:

International Journal of Information Security

Year:

2012

Language:

english

File:

PDF, 1.05 MB

english, 2012

44

Utility driven optimization of real time data broadcast schedules

Rinku Dewri, Indrakshi Ray, Indrajit Ray, Darrell Whitley

Journal:

Applied Soft Computing

Year:

2012

Language:

english

File:

PDF, 939 KB

english, 2012

45

Computing the moments of -bounded pseudo-Boolean functions over Hamming spheres of arbitrary radius in polynomial time

Andrew M. Sutton, L. Darrell Whitley, Adele E. Howe

Journal:

Theoretical Computer Science

Year:

2012

Language:

english

File:

PDF, 293 KB

english, 2012

46

Occlusal variation in a rural Kentucky community

Robert S. Corruccinni, L.Darrell Whitley

Journal:

American Journal of Orthodontics

Year:

1981

Language:

english

File:

PDF, 1.18 MB

english, 1981

47

[Lecture Notes in Computer Science] Parallel Problem Solving from Nature - PPSN IX Volume 4193 || Genetic Programming for Kernel-Based Learning with Co-evolving Subsets Selection

Runarsson, Thomas Philip, Beyer, Hans-Georg, Burke, Edmund, Merelo-Guervós, Juan J., Whitley, L. Darrell, Yao, Xin

Year:

2006

Language:

english

File:

PDF, 449 KB

english, 2006

48

[Lecture Notes in Computer Science] Parallel Problem Solving from Nature - PPSN IX Volume 4193 || About Selecting the Personal Best in Multi-Objective Particle Swarm Optimization

Runarsson, Thomas Philip, Beyer, Hans-Georg, Burke, Edmund, Merelo-Guervós, Juan J., Whitley, L. Darrell, Yao, Xin

Year:

2006

Language:

english

File:

PDF, 304 KB

english, 2006

49

[Lecture Notes in Computer Science] Parallel Problem Solving from Nature - PPSN IX Volume 4193 || Multiobjective Optimization of Ensembles of Multilayer Perceptrons for Pattern Classification

Runarsson, Thomas Philip, Beyer, Hans-Georg, Burke, Edmund, Merelo-Guervós, Juan J., Whitley, L. Darrell, Yao, Xin

Year:

2006

Language:

english

File:

PDF, 347 KB

english, 2006

50

[Lecture Notes in Computer Science] Parallel Problem Solving from Nature - PPSN IX Volume 4193 || A Local Genetic Algorithm for Binary-Coded Problems

Runarsson, Thomas Philip, Beyer, Hans-Georg, Burke, Edmund, Merelo-Guervós, Juan J., Whitley, L. Darrell, Yao, Xin

Year:

2006

Language:

english

File:

PDF, 424 KB

english, 2006

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