Problem Solving and Evolutionary Computation

[1]  Zbigniew Michalewicz,et al.  Evolutionary Computation 1 , 2018 .

[2]  J. A. Lozano,et al.  Towards a New Evolutionary Computation: Advances on Estimation of Distribution Algorithms (Studies in Fuzziness and Soft Computing) , 2006 .

[3]  Michael Kirley,et al.  A Cellular Genetic Algorithm with Disturbances: Optimisation Using Dynamic Spatial Interactions , 2002, J. Heuristics.

[4]  H. Abbass.  A single queen single worker honey–bees approach to 3-SAT , 2001 .

[5]  Hussein A. Abbass,et al.  MBO: marriage in honey bees optimization-a Haplometrosis polygynous swarming approach , 2001, Proceedings of the 2001 Congress on Evolutionary Computation (IEEE Cat. No.01TH8546).

[6]  Carlos A. Coello Coello,et al.  Self-adaptive penalties for GA-based optimization , 1999, Proceedings of the 1999 Congress on Evolutionary Computation-CEC99 (Cat. No. 99TH8406).

[7]  Xiaodong Li,et al.  Investigation of a Cellular Genetic Algorithm that Mimics Landscape Ecology , 1998, SEAL.

[8]  Zbigniew Michalewicz,et al.  Evolutionary Algorithms in Engineering Applications , 1997, Springer Berlin Heidelberg.

[9]  Thomas Bäck,et al.  Evolutionary computation: comments on the history and current state , 1997, IEEE Trans. Evol. Comput..

[10]  David H. Wolpert,et al.  No free lunch theorems for optimization , 1997, IEEE Trans. Evol. Comput..

[11]  Zbigniew Michalewicz,et al.  Adaptive evolutionary planner/navigator for mobile robots , 1997, IEEE Trans. Evol. Comput..

[12]  James C. Bean,et al.  A Genetic Algorithm for the Multiple-Choice Integer Program , 1997, Oper. Res..

[13]  Nirwan Ansari,et al.  Computational Intelligence for Optimization , 1996, Springer US.

[14]  Zbigniew Michalewicz,et al.  Evolutionary Planner/Navigator: operator performance and self-tuning , 1996, Proceedings of IEEE International Conference on Evolutionary Computation.

[15]  Geoffrey E. Hinton,et al.  How Learning Can Guide Evolution , 1996, Complex Syst..

[16]  Marco Dorigo,et al.  Ant system: optimization by a colony of cooperating agents , 1996, IEEE Trans. Syst. Man Cybern. Part B.

[17]  Thomas Bäck,et al.  Evolutionary algorithms in theory and practice - evolution strategies, evolutionary programming, genetic algorithms , 1996 .

[18]  Z. Michalewicz,et al.  Genocop III: a co-evolutionary algorithm for numerical optimization problems with nonlinear constraints , 1995, Proceedings of 1995 IEEE International Conference on Evolutionary Computation.

[19]  James Kennedy,et al.  Particle swarm optimization , 2002, Proceedings of ICNN'95 - International Conference on Neural Networks.

[20]  David B. Fogel,et al.  Evolutionary Computation: Towards a New Philosophy of Machine Intelligence , 1995 .

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

[22]  L. Darrell Whitley,et al.  Lamarckian Evolution, The Baldwin Effect and Function Optimization , 1994, PPSN.

[23]  Nikolaus Hansen,et al.  Step-Size Adaption Based on Non-Local Use of Selection Information , 1994, PPSN.

[24]  Lawrence Davis,et al.  Using a genetic algorithm to optimize problems with feasibility constraints , 1994, Proceedings of the First IEEE Conference on Evolutionary Computation. IEEE World Congress on Computational Intelligence.

[25]  Darrell Whitley,et al.  A genetic algorithm tutorial , 1994, Statistics and Computing.

[26]  Abdollah Homaifar,et al.  Constrained Optimization Via Genetic Algorithms , 1994, Simul..

[27]  Heinz Mühlenbein,et al.  The Science of Breeding and Its Application to the Breeder Genetic Algorithm (BGA) , 1993, Evolutionary Computation.

[28]  Kalyanmoy Deb,et al.  RapidAccurate Optimization of Difficult Problems Using Fast Messy Genetic Algorithms , 1993, ICGA.

[29]  Marc Schoenauer,et al.  Constrained GA Optimization , 1993, ICGA.

[30]  Heinz Mühlenbein,et al.  Predictive Models for the Breeder Genetic Algorithm I. Continuous Parameter Optimization , 1993, Evolutionary Computation.

[31]  Steven Minton,et al.  Minimizing Conflicts: A Heuristic Repair Method for Constraint Satisfaction and Scheduling Problems , 1992, Artif. Intell..

[32]  Günter Rudolph,et al.  Global Optimization by Means of Distributed Evolution Strategies , 1990, PPSN.

[33]  David E. Goldberg,et al.  The Theory of Virtual Alphabets , 1990, PPSN.

[34]  Frank Kursawe,et al.  A Variant of Evolution Strategies for Vector Optimization , 1990, PPSN.

[35]  GUNAR E. LIEPINS,et al.  Representational issues in genetic optimization , 1990, J. Exp. Theor. Artif. Intell..

[36]  Fred Glover,et al.  Tabu Search - Part II , 1989, INFORMS J. Comput..

[37]  Gunar E. Liepins,et al.  Some Guidelines for Genetic Algorithms with Penalty Functions , 1989, ICGA.

[38]  D. Fogel.  An evolutionary approach to the traveling salesman problem , 1988, Biological Cybernetics.

[39]  Kenneth A. De Jong,et al.  On Using Genetic Algorithms to Search Program Spaces , 1987, ICGA.

[40]  D. Ackley.  A connectionist machine for genetic hillclimbing , 1987 .

[41]  Nichael Lynn Cramer,et al.  A Representation for the Adaptive Generation of Simple Sequential Programs , 1985, ICGA.

[42]  Edward O. Wilson,et al.  GENES, MIND AND CULTURE , 1984 .

[43]  C. D. Gelatt,et al.  Optimization by Simulated Annealing , 1983, Science.

[44]  E. Wilson,et al.  GENES, MIND, AND IDEOLOGY , 1981 .

[45]  G. H. Burgin,et al.  On Playing Two-Person Zero-Sum Games against Nonminimax Players , 1969, IEEE Trans. Syst. Sci. Cybern..

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

[47]  George E. P. Box,et al.  Evolutionary Operation: a Method for Increasing Industrial Productivity , 1957 .

[48]  C. Darwin.  The Origin of Species by Means of Natural Selection, Or, The Preservation of Favoured Races in the Struggle for Life , 1859 .

[49]  C. Houck,et al.  Utilizing Lamarckian Evolution and the Baldwin Effect in Hybrid Genetic Algorithms , 2007 .

[50]  Keigo Watanabe,et al.  Evolutionary Optimization of Constrained Problems , 2004 .

[51]  Pedro Larrañaga,et al.  Estimation of Distribution Algorithms , 2002, Genetic Algorithms and Evolutionary Computation.

[52]  Cameron Wellock,et al.  An Examination of Lamarckian Genetic Algorithms , 2001 .

[53]  Hussein A. Abbass,et al.  An agent based approach to 3-SAT using marriage in honey-bees optimization , 2001 .

[54]  Pablo Moscato,et al.  Memetic algorithms: a short introduction , 1999 .

[55]  Nick Taylor,et al.  A Framework for Evolutionary Computation in Agent-Based Systems , 1999 .

[56]  Gérard Verfaillie,et al.  An Incomplete Method for Solving Distributed Valued Constraint Satisfaction Problems , 1997, AAAI Workshop: Constraints & Agents.

[57]  Melanie Mitchell,et al.  An introduction to genetic algorithms , 1996 .

[58]  Zbigniew Michalewicz,et al.  Genetic Algorithms + Data Structures = Evolution Programs , 1996, Springer Berlin Heidelberg.

[59]  R. Haftka,et al.  Improved genetic algorithm for minimum thickness composite laminate design , 1995 .

[60]  John R. Koza,et al.  Genetic programming - on the programming of computers by means of natural selection , 1993, Complex adaptive systems.

[61]  R. Vidal.  Applied simulated annealing , 1993 .

[62]  David B. Fogel,et al.  Evolving artificial intelligence , 1992 .

[63]  Heinz Mühlenbein,et al.  Parallel Genetic Algorithms in Combinatorial Optimization , 1992, Computer Science and Operations Research.

[64]  Kenneth A. De Jong,et al.  Generation Gaps Revisited , 1992, FOGA.

[65]  Kalyanmoy Deb,et al.  Genetic Algorithms, Noise, and the Sizing of Populations , 1992, Complex Syst..

[66]  Kenneth A. De Jong,et al.  Genetic Algorithms are NOT Function Optimizers , 1992, FOGA.

[67]  Zbigniew Michalewicz,et al.  Handling Constraints in Genetic Algorithms , 1991, ICGA.

[68]  G. E. Liepins,et al.  A Genetic Algorithm Approach to Multiple-Fault Diagnosis , 1991 .

[69]  Pablo Moscato,et al.  On Evolution, Search, Optimization, Genetic Algorithms and Martial Arts : Towards Memetic Algorithms , 1989 .

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

[71]  Darrell Whitley,et al.  Genitor: a different genetic algorithm , 1988 .

[72]  Lawrence Davis,et al.  Genetic Algorithms and Simulated Annealing , 1987 .

[73]  D. G. Green,et al.  Fire and stability in the postglacial forests of southwest Nova Scotia , 1982 .

[74]  Hans-Paul Schwefel,et al.  Numerical Optimization of Computer Models , 1982 .

[75]  John H. Holland,et al.  COGNITIVE SYSTEMS BASED ON ADAPTIVE ALGORITHMS1 , 1978 .

[76]  J. W. Atmar,et al.  Speculation on the evolution of intelligence and its possible realization in machine form. , 1976 .

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

[78]  Kenneth Alan De Jong,et al.  An analysis of the behavior of a class of genetic adaptive systems. , 1975 .

[79]  W. Vent,et al.  Rechenberg, Ingo, Evolutionsstrategie — Optimierung technischer Systeme nach Prinzipien der biologischen Evolution. 170 S. mit 36 Abb. Frommann‐Holzboog‐Verlag. Stuttgart 1973. Broschiert , 1975 .

[80]  George H. Burgin,et al.  Systems Identification by Quasilinearization and by Evolutionary Programming , 1973 .

[81]  Hans-Paul Schwefel,et al.  TWO-PHASE NOZZLE AND HOLLOW CORE JET EXPERIMENTS. , 1970 .

[82]  Richard M. Friedberg,et al.  A Learning Machine: Part I , 1958, IBM J. Res. Dev..