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Genetic Algorithms in Search, Optimization and Machine LearningOctober 1989
- Author:
- David E. Goldberg
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Abstract
From the Publisher:
This book brings together - in an informal and tutorial fashion - the computer techniques, mathematical tools, and research results that will enable both students and practitioners to apply genetic algorithms to problems in many fields.
Major concepts are illustrated with running examples, and major algorithms are illustrated by Pascal computer programs. No prior knowledge of GAs or genetics is assumed, and only a minimum of computer programming and mathematics background is required.
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- Cui Y and Dong M Extracting Fuzzy Rules from Hierarchical Heterogeneous Neural Networks for Cardiovascular Diseases Diagnosis Part II of the Proceedings of the 9th International Conference on Advanced Data Mining and Applications - Volume 8347, (243-249)
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- Zhang Q, Cai M, Zhou F and Nie H An Improved PBIL Algorithm for Path Planning Problem of Mobile Robots Proceedings of the 14th International Conference on Intelligent Data Engineering and Automated Learning --- IDEAL 2013 - Volume 8206, (85-92)
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- Haas C, Kimbrough S, Caton S and Weinhardt C Preference-Based Resource Allocation Proceedings of the 10th International Conference on Economics of Grids, Clouds, Systems, and Services - Volume 8193, (149-160)
- Juszczuk P and Boryczka U The Differential Evolution with the Entropy Based Population Size Adjustment for the Nash Equilibria Problem Proceedings of the 5th International Conference on Computational Collective Intelligence. Technologies and Applications - Volume 8083, (691-700)
- Trajkovski I Parallel Genetic Algorithm for Creation of Sort Algorithms Proceedings of the 5th International Conference on Computational Collective Intelligence. Technologies and Applications - Volume 8083, (367-376)
- Piccoli R and Oliveira J Balancing font sizes for flexibility in automated document layout Proceedings of the 2013 ACM symposium on Document engineering, (151-160)
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- Pitangueira A, Maciel R, Oliveira Barros M and Andrade A A Systematic Review of Software Requirements Selection and Prioritization Using SBSE Approaches Proceedings of the 5th International Symposium on Search Based Software Engineering - Volume 8084, (188-208)
- Mayo M and Spacey S Predicting Regression Test Failures Using Genetic Algorithm-Selected Dynamic Performance Analysis Metrics Proceedings of the 5th International Symposium on Search Based Software Engineering - Volume 8084, (158-171)
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- Leno I, Sankar S, Raj M and Ponnambalam S Bi-criteria optimization in integrated layout design of cellular manufacturing systems using a genetic algorithm Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part I, (323-331)
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- Laneri J and Renaux N Museum security enhanced using genetic algorithms and virtual reality ACM SIGGRAPH 2004 Posters
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- Yu J, Lee H, Jeong Y and Kim S Identifying chaff echoes in weather radar data using tree-initialized fuzzy rule-based classifier 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), (2317-2324)
- Chen C and Shen L Recurrent fuzzy system design using mutation-aided elite continuous ant colony optimization 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), (1642-1648)
- Naik N, Diao R and Shen Q Choice of effective fitness functions for genetic algorithm-aided dynamic fuzzy rule interpolation 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), (1-8)
- Villar P, Fernandez A, Montes R, Sanchez A and Herreraz F Improving the OVO performance in Fuzzy Rule-Based Classification Systems by the genetic learning of the granularity level 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), (1-7)
- Kovacs T, Rawles S, Bull L, Nakata M and Takadama K XCS-DH: Minimal default hierarchies in XCS 2016 IEEE Congress on Evolutionary Computation (CEC), (4747-4754)
- Moreira G, Luz E and Menotti D Optimizing acceptance frontier using PSO and GA for multiple signature iris recognition 2016 IEEE Congress on Evolutionary Computation (CEC), (4592-4598)
- Altilio R, Liparulo L, Proietti A, Paoloni M and Panella M A genetic algorithm for feature selection in gait analysis 2016 IEEE Congress on Evolutionary Computation (CEC), (4584-4591)
- Bertini J and do Carmo Nicoletti M A genetic algorithm for improving the induction of attribute-based decision graph classifiers 2016 IEEE Congress on Evolutionary Computation (CEC), (4104-4110)
- Qiang J, Mitchell C and Qiang A Tuning of an adaptive unified differential evolution algorithm for global optimization 2016 IEEE Congress on Evolutionary Computation (CEC), (4061-4068)
- Qu X, Li H, Zhang R and Liu B An effective TLBO-based memetic algorithm for hypersonic reentry trajectory optimization 2016 IEEE Congress on Evolutionary Computation (CEC), (3178-3185)
- Gupta A, Ong Y, Da B, Feng L and Handoko S Landscape synergy in evolutionary multitasking 2016 IEEE Congress on Evolutionary Computation (CEC), (3076-3083)
- Yamazaki K, Matsushita H and Jinno M Virtualized-elastic-regenerator placement by firefly algorithm for translucent elastic optical networks 2016 IEEE Congress on Evolutionary Computation (CEC), (2866-2872)
- Li X, Yang G and Kıran M Search experience-based search adaptation in artificial bee colony algorithm 2016 IEEE Congress on Evolutionary Computation (CEC), (2524-2531)
- Li Z, Duan W, Ji M, Yang Y, Wang S and Liu B The distributed permutation flowshop scheduling problem with different transport timetables and loading capacities 2016 IEEE Congress on Evolutionary Computation (CEC), (2433-2437)
- Tambouratzis T A step-wise genetic-algorithm-based approach for improving the sustainability of any country and for determining the characteristics of the ideally sustainable country 2016 IEEE Congress on Evolutionary Computation (CEC), (2329-2336)
- Nojima Y and Ishibuchi H Effects of parallel distributed implementation on the search performance of Pittsburgh-style genetics-based machine learning algorithms 2016 IEEE Congress on Evolutionary Computation (CEC), (2193-2200)
- Ferreira C, de Medeiros D and Santana F FCFilter: Feature selection based on clustering and genetic algorithms 2016 IEEE Congress on Evolutionary Computation (CEC), (2106-2113)
- Liaw R and Ting C Enhancing covariance matrix adaptation evolution strategy through fitness inheritance 2016 IEEE Congress on Evolutionary Computation (CEC), (1956-1963)
- Marcelino C, Almeida P, Wanner E, Carvalho L and Miranda V Fundamentals of the C-DEEPSO algorithm and its application to the reactive power optimization of wind farms 2016 IEEE Congress on Evolutionary Computation (CEC), (1547-1554)
- Ariyaratne M, Fernando T and Weerakoon S A self-tuning modified firefly algorithm to solve univariate nonlinear equations with complex roots 2016 IEEE Congress on Evolutionary Computation (CEC), (1477-1484)
- Liu C, Song X, Xu T and Tang L An operation optimization method based on improved EDA for BOF end-point control 2016 IEEE Congress on Evolutionary Computation (CEC), (1077-1084)
- Vázquez-Fernández E, Cadena C and Reyes-Gómez D A genetic algorithm with a mutation mechanism based on a Gaussian and uniform distribution to minimize addition chains for small exponents 2016 IEEE Congress on Evolutionary Computation (CEC), (935-940)
- Yeh W, Luo C, Lai C, Hsu C, Chung Y and Lin J Simplified swarm optimization with modular search for the general multi-level redundancy allocation problem in series-parallel systems 2016 IEEE Congress on Evolutionary Computation (CEC), (778-784)
- Nguyen T and Montemanni R Integrated home health care optimization via genetic algorithms and mathematical programming 2016 IEEE Congress on Evolutionary Computation (CEC), (553-561)
- Li D, Guo W, Wang L and Chen M Particle swarm optimization-based solution updating strategy for biogeography-based optimization 2016 IEEE Congress on Evolutionary Computation (CEC), (455-459)
- Guirguis D and Aly M An evolutionary multi-objective topology optimization framework for welded structures 2016 IEEE Congress on Evolutionary Computation (CEC), (372-378)
- Borguesan B, Bohrer J, Barbachan e Silva M, de Lima Correa L and Dorn M Improving protein tertiary structure prediction with conformational propensities of amino acid residues 2016 IEEE Congress on Evolutionary Computation (CEC), (9-15)
- Afroomand A, Tavakoli S and Tavakoli M An efficient metaheuristic optimization approach to the problem of PID tuning for automatic voltage regulator systems 2016 IEEE International Conference on Advanced Intelligent Mechatronics (AIM), (1682-1687)
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