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Adaptive and Natural Computing Algorithms

Adaptive and Natural Computing Algorithms 

Publisher  Springer
Publication year  2005
Language  en
Edition  1
Imprint  Springer Vienna - Vienna
Page amount  563 pages
Category  Computer Science
Format  Ebook
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Table of contents

Part I. Neural Networks

1. ADFUNN: An Adaptive Function Neural Network
Dominic Palmer-Brown, Miao Kang

2. Certain comments on data preparation for neural networks based modelling
Bartlomiej Beliczynski

3. A simple method for selection of inputs and structure of feedforward neural networks
H. Saxén, F. Pettersson

4. The Concept and Properties of Sigma-if Neural Network
M. Huk, H. Kwasnicka

5. Beta wavelet networks for function approximation
Wajdi Bellil, Chokri Ben Amar, Adel M. Alimi

6. Speeding up backpropagation with Multiplicative Batch Update Step
Pedro Cruz

7. Generating Sequential Triangle Strips by Using Hopfield Nets
Ji?í Šíma

8. The Linear Approximation Method to the Modified Hopfield Neural Network Parameters Analysis
S. I. Bauk, S. M. Perovich, A. Lompar

9. The Analytical Analysis of Hopfield Neuron Parameters by the Application of Special Trans Function Theory
S. M. Perovich, S. I. Bauk, N. Konjevic

10. Time-Oriented Hierarchical Method for Computation of Minor Components
M. Jankovic, H. Ogawa

11. Evolution versus Learning in Temporal Neural Networks
Hédi Soula, Guillaume Beslon, Joël Favrel

12. Minimization of empirical error over perceptron networks
V?ra K?rková

13. Interval Basis Neural Networks
A. Horzyk

14. Learning from Randomly-Distributed Inaccurate Measurements
John Eidson, Bruce Hamilton, Valery Kanevsky

15. Combining Topological and Cardinal Directional Relation Information in Qualitative Spatial Reasoning
Haibin Sun, Wenhui Li

16. An Evidence Theoretic Ensemble Design Technique
H. Altinçay

17. Cortical Modulation of Synaptic Efficacies through Norepinephrine
O. Hoshino

18. Associative Memories with Small World Connectivity
Neil Davey, Lee Calcraft, Bruce Christianson, Rod Adams

19. A Memory-Based Reinforcement Learning Model Utilizing Macro-Actions
Makoto Murata, Seiichi Ozawa

20. A Biologically Motivated Classifier that Preserves Implicit Relationship Information in Layered Networks
Charles C. Peck, James Kozloski, Guillermo A. Cecchi, A. Ravishankar Rao

21. Large Scale Hetero-Associative Networks with Very High Classification Ability and Attractor Discrimination Consisting of Cumulative-Learned 3-Layer Neural Networks
Yohtaro Yatsuzuka, Yo Ho

22. Crack width prediction of RC structures by Artificial Neural Networks
Carlos Avila, Yukikazu Tsuji, Yoichi Shiraishi

23. A neural network system for modelling of coagulant dosage used in drinking water treatment
B. Lamrini, A. Benhammou, A. Karama, M-V. Lann

24. ANN modeling applied to NOX reduction with octane. Ann future in personal vehicles
Mats Rönnholm, Kalle Arve, Kari Eränen, Fredrik Klingstedt, Tapio Salmi, Henrik Saxén

25. A method for detecting cause-effects in data from complex processes
M. Helle, H. Saxén

26. Predictive data mining on rubber compound database
M. Trebar, U. Lotri?

27. Applying Neural Network to Inverse Kinematic Problem for 6R Robot Manipulator with Offset Wrist
Z. Bingul, H. M. Ertunc, C. Oysu

28. Local Cluster Neural Network Chip for Control
Liang Zhang, Joaquin Sitte, Ulrich Rueckert

29. A Switching Controller for Nonlinear Systems via Fuzzy Models
M. Boumehraz, K. Benmahammed

30. Competitive Decentralized Autonomous Neural Net Controllers
Takehiro Ohba, Masaru Ishida

31. Improved hierarchical fuzzy control scheme
Taher M. Jelleli, Adel M. Alimi

32. On-line Inference of Finite Automata in Noisy Environments
Ivan Gabrijel, Andrej Dobnikar

33. Improved Clustering by Rotation of Cluster Centres
D. W. Pearson, M. Batton-Hubert

34. Hierarchical Growing Neural Gas
K.A.J. Doherty, R.G. Adams, N. Davey

35. A Clustering Algorithm using Cellular Learning Automata based Evolutionary Algorithm
R. Rastegar, M. Rahmati, M. R. Meybodi

36. Estimating the number of clusters from distributional results of partitioning a given data set
U. Möller

37. AUDyC Neural Network using a new Gaussian Densities Merge Mechanism
Habiboulaye Amadou Boubacar, Stéphane Lecoeuche, Salah Maouche

38. The Growing Hierarchical Self-Organizing Feature Maps And Genetic Algorithms for Large Scale Power System Security
M. Boudour, A. Hellal

39. 3D Self-organizing Convex Neural Network Architectures
F. Boudjemaï, P. Biela Enberg, J. G. Postaire

40. Novel Learning Algorithm Aiming at Generating a Unique Units Distribution in Standard SOM
Kirmene Marzouki, Takeshi Yamakawa

41. SOM-Based Estimation of Meteorological Profiles
T. Tambouratzis

42. An Efficient Heuristic for the Traveling Salesman Problem Based on a Growing SOM-like Algorithm
Cristina García, José Alí Moreno

Part II. Evolutionary Computation

43. Evolutionary Design and Evaluation of Modeling System for Forecasting Urban Airborne Maximum Pollutant Concentrations
H. Niska, T. Hiltunen, A. Karppinen, M. Kolehmainen

44. Evolving Evolvability: Evolving both representations and operators
Grant W. Braught

45. A Multi-Objective Evolutionary Algorithm for Solving Traveling Salesman Problems: Application to the Design of Polymer Extruders
A. Gaspar-Cunha

46. The Pareto-Box Problem for the Modelling of Evolutionary Multiobjective Optimization Algorithms
Mario Köppen, Raul Vicente-Garcia, Bertram Nickolay

47. Implementation and Experimental Validation of the Population Learning Algorithm Applied to Solving QAP Instances
J. Jedrzejowicz, P. Jedrzejowicz

48. Estimating the distribution in an EDA
S. Shakya, J. McCall, D. F. Brown

49. Modelling Chlorine Decay in Water Networks with Genetic Programming
Philip Jonkergouw, Ed Keedwell, Soon-Thiam Khu

50. Evolving Blackjack Strategies Using Cultural Learning
Dara Curran, Colm O’Riordan

51. Two-Criterion Optimization in State Assignment for Synchronous Finite State Machines using NSGA-II
Nitin Gupta, Vivek Kumar Agrawal

52. Offspring Selection: A New Self-Adaptive Selection Scheme for Genetic Algorithms
M. Affenzeller, S. Wagner

53. Using Genetic Algorithms with Real-coded Binary Representation for Solving Non-stationary Problems
Kubalík Ji?í

54. Dynamics in Proportionate Selection.
Abhishek Agrawal, Ian Mitchell, Peter Passmore, Ivan Litovski

55. Generating grammatical plant models with genetic algorithms
Luis E. Costa, Jacques-André Landry

56. Golomb Rulers: Experiments with Marks Representation
Jorge Tavares, Francisco B. Pereira, Ernesto Costa

57. Evolving Segments Length in Golomb Rulers
Jorge Tavares, Tiago Leitão, Francisco B. Pereira, Ernesto Costa

58. Resource-Limited Genetic Programming: Replacing Tree Depth Limits
Sara Silva, Pedro J.N. Silva, Ernesto Costa

59. Treating Some Constraints as Hard Speeds up the ESG Local Search Algorithm
Y. kilani, A. MohdZin

60. Applications of PSO Algorithm and OIF Elman Neural Network to Assessment and Forecasting for Atmospheric Quality
L.M. Wang, X.H. Shi, M. Li, G.J. Chen, H.W. Ge, H.P. Lee, Y.C. Liang

61. A hybrid particle swarm optimization model for the traveling salesman problem
Thiago R. Machado, Heitor S. Lopes

62. Perceptive Particle Swarm Optimisation
Boonserm Kaewkamnerdpong, Peter J. Bentley

63. Wasp swarm optimization of logistic systems
Pedro Pinto, Thomas A. Runkler, João M. Sousa

64. A Parallel Vector-Based Particle Swarm Optimizer
I. L Schoeman, A. P. Engelbrecht

65. Numerical Simulations of a Possible Hypercomputational Quantum Algorithm
Andrés Sicard, Juan Ospina, Mario Vélez

66. Simulated Fault Injection in Quantum Circuits with the Bubble Bit Technique
M. Udrescu, L. Prodan, M. Vl?adu?iu

67. Redundant Quantum Arithmetic
António Pereira, Rosália Rodrigues

68. A Special Class of Additive Cyclic Codes for DNA Computing
Taher Abualrub, Ali Ghrayeb, Xiang Nian Zeng

Part III. Adaptive and Natural Computing

69. Evolutionary Algorithms for Static and Dynamic Optimization of Fed-batch Fermentation Processes
Miguel Rocha, José Neves, Ana C.A. Veloso, Eugénio C. Ferreira, Isabel Rocha

70. Benchmark testing of simulated annealing, adaptive random search and genetic algorithms for the global optimization of bioprocesses
R. Oliveira, R. Salcedo

71. Dynamic modelling and optimisation of a mammalian cells process using hybrid grey-box systems
A. Teixeira, A. Cunha, J. Clemente, P.M. Alves, M. J. T Carrondo, R. Oliveira

72. Adaptive DO-based control of substrate feeding in high cell density cultures operated under oxygen transfer limitation
R. Oliveira, A. Cunha, J. Clemente, M. J. T. Carrondo

73. Evolutionary Design of Neural Networks for Classification and Regression
Miguel Rocha, Paulo Cortez, José Neves

74. Pelican — Protein-structure Alignment using Cellular Automaton models
Deepak K Gangadhar

75. An Efficient Algorithm for De Novo Peptide Sequencing
S. Brunetti, D. Dutta, S. Liberatori, E. Mori, D. Varrazzo

76. Emergent Behavior of Interacting Groups of Communicative Agents
Alexander Bisler

77. Integrating binding site predictions using meta classification methods
Y. Sun, M. Robinson, R. Adams, A. G. Rust, P. Kaye, N. Davey

78. Reverse engineering gene networks with artificial neural networks
A. Krishna, A. Narayanan, E.C. Keedwell

79. A Meta-Level Architecture for Adaptive Applications
Fabrício J. Barth, Edson S. Gomi

80. Adaptive Finite State Automata and Genetic Algorithms: Merging Individual Adaptation and Population Evolution
H. Pistori, P. S. Martins, A. A. Castro

81. Modeling a tool for the generation of programming environments for adaptive formalisms
A.R. Camolesi

82. Adaptive Decision Tables A Case Study of their Application to Decision-Taking Problems
T. C. Pedrazzi, A. H. Tchemra, R. L. A. Rocha

83. Robotic mapping and navigation in unknown environments using adaptive automata
Miguel Angelo de Abreu Sousa, André Riyuiti Hirakawa

84. An Adaptive Framework for the Design of Software Specification Languages
João J. Neto, Paulo S. Muniz Silva

85. Swarm Intelligence Clustering Algorithm based on Attractor
Qingyong Li, Zhiping Shi, Zhongzhi Shi

86. Ant-based distributed optimization for supply chain management
Carlos. A. Silva, J. M. Sousa, T. Runkler, J.M.G Sá Costa

87. Comparison of nature inspired and deterministic scheduling heuristics considering optimal schedules
Udo Hönig, Wolfram Schiffmann

88. An External Memory Supported ACO for the Frequency Assignment Problem
Adnan Acan, Akin Günay

Part IV. Soft Computing Applications

89. Neural Networks for Extraction of Fuzzy Logic Rules with Application to EEG Data
Martin Hole?a

90. A New Neuro-Based Method for Short Term Load Forecasting of Iran National Power System
R. Barzamini, M. B. Menhaj, Sh. Kamalvand, M. A. Fasihi

91. Approximating the Algebraic Solution of System of Interval Linear Equations with Use of Neural Networks
Nguyen Hoang Viet, Micha? Kleiber

92. Comparing Diversity and Training Accuracy in Classifier Selection for Plurality Voting Based Fusion
H. Altinçay

93. Visualization of Meta-Reasoning in Multi-Agent Systems
D. ?eho?, J. Toži?ka, P. Slavík

94. Intelligent Agent-Inspired Genetic Algorithm
C. G. Wu, Y.C. Liang, H.P. Lee, C. Lu

95. Combining Lazy Learning, Racing and Subsampling for Effective Feature Selection
Gianluca Bontempi, Mauro Birattari, Patrick E. Meyer

96. Personalized News Access
D. G. Kaklamanos, K. G. Margaritis

97. A More Accurate Text Classifier for Positive and Unlabeled data
Rur Ming Xin, Wan li Zuo

98. Efficiency Aspects of Neural Network Architecture Evolution Using Direct and Indirect Encoding
H. Kwasnicka, M. Paradowski

99. Genetic Algorithm Optimization of an Artificial Neural Network for Financial Applications
Serge Hayward

100. A Method to Improve Generalization of Neural Networks: Application to the Problem of Bankruptcy Prediction
Armando Vieira, João C. Neves, Bernardete Ribeiro

101. An Adaptive Neural System for Financial Time Series Tracking
A. C. H. Dantas, J. M. Seixas

102. Probabilistic Artificial Neural Networks for Malignant Melanoma Prognosis
R. Joshi, C. Reeves, C. Johnston

103. Boosting Kernel Discriminant Analysis with Adaptive Kernel Selection
Shinji Kita, Satoshi Maekawa, Seiichi Ozawa, Shigeo Abe

104. Product Kernel Regularization Networks
Kudová Petra, Šámalová Terezie

105. Statistical Correlations and Machine Learning for Steganalysis
Qingzhong Liu, Andrew H. Sung, Bernardete M. Ribeiro

106. The Use of Multi-Criteria in Feature Selection to Enhance Text Categorization
Son Doan, Susumu Horiguchi

107. Text Classification from Partially Labeled Distributed Data
Catarina Silva, Bemardete Ribeiro

108. Recovering the Cyclic-Code of Generated Polynomial by Using Evolutionary Computation
Kangshun Li, Yuanxiang Li, Haifang Mo

109. Intrusion Detection System Based on a Cooperative Topology Preserving Method
Emilio Corchado, Álvaro Herrero, Bruno Baruque, José Manuel Sáiz

110. Model Selection for Kernel Based Intrusion Detection Systems
Srinvas Mukkamala, A. H. Sung, B. M. Ribeiro

111. A Comparison of Three Genetic Algorithms for Locking-Cache Contents Selection in Real-Time Systems
E. Tamura, J.V. Busquets-Mataix, J. J. Serrano Martín, A. Martín Campoy

112. A Binary Digital Watermarking Scheme Based On The Orthogonal Vector And ICA-SCS Denoising
Han dongfeng, Li wenhui

Part V. Computer Vision and Pattern Recognition

113. Simulating binocular eye movements based on 3-D short-term memory image in reading
Satoru Morita

114. An Algorithm For Face Pose Adjustment Based On Gray-scale Static Image
Wenming Cao, Shoujue Wang

115. Learning Image Filtering from a Gold Sample Based on Genetic Optimization of Morphological Processing
S. Rahnamayan, H.R. Tizhoosh, M.M.A. Salama

116. Associative Memories and Diagnostic Classification of EMG Signals
C. Shirota, M. Y. Barretto, C. Itiki

117. Discretization of Series of Communication Signals in Noisy Environment by Reinforcement Learning
Katsunari Shibata

118. The Research of Speaker-Independent Continuous Mandarin Digits Speech- Recognition Based on the Dynamic Search Method of High-Dimension Space Vertex Cover
Wenming Cao, Xiaoxia Pan, Shoujue Wang

119. A Connectionist Model of Finding Partial Groups in Music Recordings with Application to Music Transcription
Matija Marolt

120. Adaptive ICA Algorithm Based on Asymmetric Generalized Gaussian Density Model
Fasong Wang, Hongwei Li

Part VI. Hybrid Methods and Tools

121. Toward an On-Line Handwriting Recognition System Based on Visual Coding and Genetic Algorithm
M. Kherallah, F. Bouri, A.M. Alimi

122. Multi-objective genetic algorithm applied to the structure selection of RBFNN temperature estimators
C. A. Teixeira, W. C. A. Pereira, A. E. Ruano, M. Graça Ruano

123. Assessing the Reliability of Complex Networks through Hybrid Intelligent Systems
D.E. D. Torres, C.M. S. Rocco

124. Autonomous Behavior of Computational Agents
Roman Vaculín, Roman Neruda

125. Neural Network Generating Hidden Markov Chain
J. Koutník, M. Šnorek

126. Datamining in Grid Environment
M. Ciglari?, M. Pan?ur, B. Šter, A. Dobnikar

127. Parallel Placement Procedure based on Distributed Genetic Algorithms
Masaya Yoshikawa, Takeshi Fujino, Hidekazu Terai

128. Massive parallelization of the compact genetic algorithm
Fernando G. Lobo, Cláudio F. Lima, Hugo Mártires

129. Parallel implementations of feed-forward neural network using MPI and C# on .NET platform
U. Lotri?, A. Dobnikar

130. HeuristicLab: A Generic and Extensible Optimization Environment
S. Wagner, M. Affenzeller

131. The Satellite List
C. Osterman, C. Rego, D. Gamboa

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