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ORCIDHandbook of Natural Computing 2012
- Grzegorz Rozenberg, Thomas Bäck
, Joost N. Kok:
Handbook of Natural Computing. Springer 2012, ISBN 978-3-540-92909-3
Section I: Cellular Automata
- Jarkko Kari:
Basic Concepts of Cellular Automata. 3-24 - Alberto Dennunzio, Enrico Formenti, Petr Kurka:
Cellular Automata Dynamical Systems. 25-75 - Marianne Delorme, Jacques Mazoyer:
Algorithmic Tools on Cellular Automata. 77-122 - Véronique Terrier:
Language Recognition by Cellular Automata. 123-158 - Jacques Mazoyer, Jean-Baptiste Yunès:
Computations on Cellular Automata. 159-188 - Nicolas Ollinger:
Universalities in Cellular Automata. 189-229 - Kenichi Morita:
Reversible Cellular Automata. 231-257 - Siamak Taati:
Conservation Laws in Cellular Automata. 259-286 - Bastien Chopard:
Cellular Automata and Lattice Boltzmann Modeling of Physical Systems. 287-331
Section II: Neural Computation
- Hélène Paugam-Moisy, Sander M. Bohté:
Computing with Spiking Neuron Networks. 335-376 - Xinbo Gao, Wen Lu, Dacheng Tao, Xuelong Li:
Image Quality Assessment - A Multiscale Geometric Analysis-Based Framework and Examples. 377-399 - Jie Zhang:
Nonlinear Process Modelling and Control Using Neurofuzzy Networks. 401-434 - Seungjin Choi:
Independent Component Analysis. 435-459 - G. Peter Zhang:
Neural Networks for Time-Series Forecasting. 461-477 - Hwanjo Yu, Sungchul Kim:
SVM Tutorial - Classification, Regression and Ranking. 479-506 - Kang Li, Guang-Bin Huang, Shuzhi Sam Ge:
Fast Construction of Single-Hidden-Layer Feedforward Networks. 507-531 - Joaquín J. Torres, Pablo Varona:
Modeling Biological Neural Networks. 533-564 - Ke Chen, Lukasz A. Kurgan:
Neural Networks in Bioinformatics. 565-583 - Marc M. Van Hulle:
Self-organizing Maps. 585-622
Section III: Evolutionary Computation
- Kenneth A. De Jong:
Generalized Evolutionary Algorithms. 625-635 - L. Darrell Whitley, Andrew M. Sutton:
Genetic Algorithms - A Survey of Models and Methods. 637-671 - Günter Rudolph:
Evolutionary Strategies. 673-698 - Gary B. Fogel:
Evolutionary Programming. 699-708 - Leonardo Vanneschi, Riccardo Poli:
Genetic Programming - Introduction, Applications, Theory and Open Issues. 709-739 - Silja Meyer-Nieberg, Hans-Georg Beyer:
The Dynamical Systems Approach - Progress Measures and Convergence Properties. 741-814 - Thomas Jansen:
Computational Complexity of Evolutionary Algorithms. 815-845 - Günter Rudolph:
Stochastic Convergence. 847-869 - Eckart Zitzler:
Evolutionary Multiobjective Optimization. 871-904 - Natalio Krasnogor:
Memetic Algorithms. 905-935 - Tim Kovacs:
Genetics-Based Machine Learning. 937-986 - Elena Popovici, Anthony Bucci, R. Paul Wiegand, Edwin D. de Jong:
Coevolutionary Principles. 987-1033 - Ofer M. Shir:
Niching in Evolutionary Algorithms. 1035-1069
Section IV: Molecular Computation
- Lila Kari, Shinnosuke Seki, Petr Sosík:
DNA Computing - Foundations and Implications. 1073-1127 - Masami Hagiya, Satoshi Kobayashi, Ken Komiya, Fumiaki Tanaka, Takashi Yokomori:
Molecular Computing Machineries - Computing Models and Wet Implementations. 1129-1184 - Gheorghe Paun:
DNA Computing by Splicing and by Insertion-Deletion. 1185-1202 - Yasubumi Sakakibara, Satoshi Hiyama:
Bacterial Computing and Molecular Communication. 1203-1232 - Robert Brijder, Mark Daley, Tero Harju, Natasa Jonoska, Ion Petre, Grzegorz Rozenberg:
Computational Nature of Gene Assembly in Ciliates. 1233-1280 - Masanori Arita, Masami Hagiya, Masahiro Takinoue, Fumiaki Tanaka:
DNA Memory. 1281-1318 - John H. Reif, Thomas H. LaBean:
Engineering Natural Computation by Autonomous DNA-Based Biomolecular Devices. 1319-1353 - Gheorghe Paun:
Membrane Computing. 1355-1377
Section V: Quantum Computation
- Mika Hirvensalo:
Mathematics for Quantum Information Processing. 1381-1412 - Caslav Brukner, Marek Zukowski:
Bell's Inequalities - Foundations and Quantum Communication. 1413-1450 - Jamie Smith, Michele Mosca:
Algorithms for Quantum Computers. 1451-1492 - Kalle-Antti Suominen:
Physical Implementation of Large-Scale Quantum Computation. 1493-1520 - Takeshi Koshiba:
Quantum Cryptography. 1521-1543 - Shengyu Zhang:
BQP-Complete Problems. 1545-1571
Section VI: Broader Perspective - Nature-Inspired Algorithms
- Mark Read, Paul S. Andrews, Jon Timmis:
An Introduction to Artificial Immune Systems. 1575-1597 - David W. Corne, Alan P. Reynolds, Eric Bonabeau:
Swarm Intelligence. 1599-1622 - Kathryn A. Dowsland, Jonathan M. Thompson:
Simulated Annealing. 1623-1655 - Lukás Sekanina:
Evolvable Hardware. 1657-1705 - Anthony Brabazon, Jing Dang, Ian Dempsey, Michael O'Neill, David Edelman:
Natural Computing in Finance - A Review. 1707-1735 - David W. Corne, Kalyanmoy Deb, Joshua D. Knowles, Xin Yao:
Selected Aspects of Natural Computing. 1737-1801
Section VII: Broader Perspective - Alternative Models of Computation
- Wolfgang Banzhaf, Barry McMullin:
Artificial Life. 1805-1834 - Corrado Priami:
Algorithmic Systems Biology - Computer Science Propels Systems Biology. 1835-1862 - Pierpaolo Degano, Andrea Bracciali:
Process Calculi, Systems Biology and Artificial Chemistry. 1863-1896 - Andrew Adamatzky, Benjamin de Lacy Costello:
Reaction-Diffusion Computing. 1897-1920 - Andrzej Skowron:
Rough-Fuzzy Computing. 1921-1948 - Andrew Adamatzky, Jérôme Durand-Lose:
Collision-Based Computing. 1949-1978 - Susan Stepney:
Nonclassical Computation - A Dynamical Systems Perspective. 1979-2025
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