Sonderforschungsbereich 531: Design und Management komplexer Prozesse und Systeme mit Methoden der Computational Intelligence

1 1 Einleitung

[1]  John A. Nelder,et al.  A Simplex Method for Function Minimization , 1965, Comput. J..

[2]  D. Marquardt.  An Algorithm for Least-Squares Estimation of Nonlinear Parameters , 1963 .

[3]  David E. Goldberg,et al.  Genetic Algorithms in Search Optimization and Machine Learning , 1988 .

[4]  Bruce G. Buchanan,et al.  The MYCIN Experiments of the Stanford Heuristic Programming Project , 1985 .

[5]  Volker Nissen,et al.  Evolutionary Algorithms in Management Applications , 1995 .

[6]  Günter Rudolph,et al.  On Correlated Mutations in Evolution Strategies , 1992, PPSN.

[7]  J J Hopfield,et al.  Neural networks and physical systems with emergent collective computational abilities. , 1982, Proceedings of the National Academy of Sciences of the United States of America.

[8]  Olli Ventä,et al.  Microprocessor implementation of a large vocabulary speech recognizer and phonetic typewriter for Finnish and Japanese , 1987, ECST.

[9]  Siegfried Schulz,et al.  Prediction of Thermodynamic Properties for Chemical Engineering with the Aid of Computational Intelligence , 1997, ICONIP.

[10]  Witold Pedrycz,et al.  Handbook of fuzzy computation , 1998 .

[11]  Hans-Paul Schwefel,et al.  Evolution and optimum seeking , 1995, Sixth-generation computer technology series.

[12]  Jarmo T. Alander,et al.  An Indexed Bibliography of Genetic Algorithms , 1995 .

[13]  Ingo Rechenberg,et al.  Evolutionsstrategie '94 , 1994, Werkstatt Bionik und Evolutionstechnik.

[14]  Madan M. Gupta,et al.  Fuzzy Computing: Theory, Hardware, and Applications , 1988 .

[15]  John H. Holland,et al.  Adaptation in Natural and Artificial Systems: An Introductory Analysis with Applications to Biology, Control, and Artificial Intelligence , 1992 .

[16]  Siegfried Schulz,et al.  Parameter Optimization of Group Contribution Methods in High Dimensional Solution Spaces , 1999, Fuzzy Days.

[17]  F ROSENBLATT,et al.  The perceptron: a probabilistic model for information storage and organization in the brain. , 1958, Psychological review.

[18]  Jacek M. Zurada,et al.  Computational Intelligence: Imitating Life , 1994 .

[19]  Lawrence J. Fogel,et al.  Artificial Intelligence through Simulated Evolution , 1966 .

[20]  Frederick Hayes-Roth,et al.  Building expert systems , 1983, Advanced book program.

[21]  Ingo Rechenberg,et al.  Evolutionsstrategie : Optimierung technischer Systeme nach Prinzipien der biologischen Evolution , 1973 .

[22]  Zbigniew Michalewicz,et al.  Handbook of Evolutionary Computation , 1997 .

[23]  David B. Fogel,et al.  Evolutionary algorithms in theory and practice , 1997, Complex.

[24]  L. P. Holmblad,et al.  CONTROL OF A CEMENT KILN BY FUZZY LOGIC , 1993 .

[25]  Michio Sugeno,et al.  Industrial Applications of Fuzzy Control , 1985 .

[26]  Lotfi A. Zadeh,et al.  Fuzzy Sets , 1996, Inf. Control..

[27]  A. Schmidt,et al.  Zur experimentellen-Ermittlung und Vorausberechnung von Oberflächenspannungen ternärer Gemische , 1997 .

[28]  Joshua Lederberg,et al.  Applications of Artificial Intelligence for Organic Chemistry: The DENDRAL Project , 1980 .

[29]  Siegfried Schulz,et al.  Optimum tuning parameters for Encapsulated Evolution Strategies : Results for a nonlinear regression problem , 1998 .

[30]  H. P. Schwefel,et al.  Numerische Optimierung von Computermodellen mittels der Evo-lutionsstrategie , 1977 .

[31]  H. Geyer,et al.  Use of evolutionary algorithms for the calculation of group contribution parameters in order to predict thermodynamic properties: Part 2: Encapsulated evolution strategies , 1999 .

[32]  Terrence J. Sejnowski,et al.  Parallel Networks that Learn to Pronounce English Text , 1987, Complex Syst..

[33]  Casimir C. Klimasauskas,et al.  The 1989 neuro-computing bibliography , 1989 .

[34]  S. Schulz,et al.  Use of evolutionary algorithms for the calculation of group contribution parameters in order to predict thermodynamic properties. Part 1: Genetic algorithms , 1998 .

[35]  D. Dennett.  Darwin's Dangerous Idea , 1995 .

[36]  Russell Beale,et al.  Handbook of Neural Computation , 1996 .

[37]  Kaoru Hirota,et al.  Industrial Applications of Fuzzy Technology , 1993, Springer Japan.

[38]  John H. Holland,et al.  Outline for a Logical Theory of Adaptive Systems , 1962, JACM.

[39]  David E. Goldberg,et al.  Genetic Algorithms and Rules Learning in Dynamic System Control , 1985, ICGA.

[40]  G. Arends.  I und J , 1958 .

[41]  Jeffrey Horn,et al.  Handbook of evolutionary computation , 1997 .

[42]  In Schoenauer,et al.  Parallel Problem Solving from Nature , 1990, Lecture Notes in Computer Science.

[43]  James L. McClelland,et al.  Parallel distributed processing: explorations in the microstructure of cognition, vol. 1: foundations , 1986 .

[44]  Siegfried Schulz,et al.  Encapsulated Evolution Strategies for the Determination of Group Contribution Model Parameters in Order to Predict Thermodynamic Properties , 1998, PPSN.