An improved genetic algorithm with initial population strategy and self-adaptive member grouping

Keywords

Crossover, Mathematical optimization, Population, Genetic algorithm, Truss

References

• Evolutionary Structural OptimizationYi Min Xie, Grant P. Steven — 1997
• Optimum Design of Space Trusses with Buckling Constraints by Means of SpreadsheetsMehmet Ülker — 2001
• Parallelization of the Evolution Strategy for Discrete Structural Optimization ProblemsG. Thierauf, J. Cai — 1998
• Adaptive Penalty Methods for Genetic Optimization of Constrained Combinatorial ProblemsDavid W. Coit, Alice E. Smith, David M. Tate — 1996
• A new structural optimization method based on the harmony search algorithmKang Seok Lee, Zong Woo Geem — 2004
• Efficient optimization of space trussesHojjat Adeli, Osama Kamal — 1986
• Use of a self-adaptive penalty approach for engineering optimization problemsCarlos A. Coello Coello — 2000
• Discrete Optimization of Structures Using Genetic AlgorithmsS. Rajeev, C.S. Krishnamoorthy — 1992
• Integrated discrete and configuration optimization of trusses using genetic algorithmsShyue-Jian Wu, Pei-Tse Chow — 1995
• An adaptive penalty function in genetic algorithms for structural design optimizationPruettha Nanakorn, Konlakarn Meesomklin — 2001
• OPTIMUM DESIGN OF GEOMETRICALLY NONLINEAR SPACE TRUSSESM.P. Saka, Mehmet Ülker — 1991
• Optimization of 3d trusses with adaptive approach in genetic algorithmsVedat Toğan, Ayşe T. Daloğlu — 2006
• Optimal design of passive linear suspension using genetic algorithmRabih Alkhatib, Reza N. Jazar, M. F. Golnaraghi — 2004
• Optimized Design of Two-Dimensional Structures Using a Genetic AlgorithmCharles V. Camp, Shahram Pezeshk, Guozhong Cao — 1998
• GENETIC ALGORITHMS AS AN APPROACH TO OPTIMIZE REAL‐WORLD TRUSSESM. GALANTE — 1996
• Move limits definition in structural optimization with sequential linear programming. Part II: Numerical examplesLuciano Lamberti, Carmine Pappalettere — 2003
• Optimal design of planar and space structures with genetic algorithmsFuat Erbatur, O. Hasançebi, İlker Tütüncü — 2000
• A new adaptive penalty scheme for genetic algorithmsHélio J. C. Barbosa, Afonso Celso de Castro Lemonge — 2003
• Discrete structural optimizationWitold Gutkowski, J. Bauer, Z. Iwanow — 1997
• Improved genetic operators for structural engineering optimizationJ.P.B. Leite, B.H.V. Topping — 1998

Cited by

• DISTRIBUTED GENERATION ALLOCATION FOR POWER LOSS MINIMIZATION AND VOLTAGE IMPROVEMENT OF RADIAL DISTRIBUTION SYSTEMS USING GENETIC ALGORITHMDipanjan Samajpati — 2014
• RECENT ADVANCES IN STRUCTURAL OPTIMIZATIONSamuel Sánchez Caballero, Sellés M.A., R. Pla-Ferrando — 2012
• Clustering based population size reduction method for evolutionary algorithmsMateusz Dziedzic — 2015
• Classification d'images RSO polarimétriques à haute résolution spatiale sur site urbain. (High - Resolution Polarimetric SAR image classification on urban areas)M. Majd — 2014
• Design optimization of truss structures using cuckoo search algorithmAmir H. Gandomi, Siamak Talatahari, Xin‐She Yang — 2013
• Structural Optimization Using a Novel Genetic Algorithm for Rapid ConvergenceM. A. Al-Shihri — 2010
• Optimización estructural y topológica de estructuras morfológicamente no definidas mediante algoritmos genéticosSamuel Sánchez Caballero — 2012
• Multidisciplinary process integration and design optimization of a classroom buildingBenjamin Welle, Prasun Bansal, Student — 2009
• Notice of RetractionOptimal sizing design of truss structures using modified binary particle swarm optimization (Modified BPSO)Asghar Rasouli, Ghader Bagheri, Hamid Shabanzadeh — 2010
• Truss optimization with discrete design variables: a critical reviewMathias Stolpe — 2016
• An Improved Genetic Algorithm with Initial Population Strategy for Symmetric TSPYong Deng, Yang Liu, Deyun Zhou — 2015
• Notice of RetractionComparative study of sugarcane average unit yield prediction with genetic BP neural network algorithmYongchun Xu, Shiquan Shen, Zhen Chen — 2010
• An improved 2D glass cutting solution with genetic algorithmsMustafa Zahid GÜRBÜZ, İbrahim Emiroğlu, Selim Akyokuş — 2011
• An improved particle swarm optimization algorithmChang Yuan Jiang, Shu Guang Zhao, Li Guo — 2010
• Weight minimization of trusses with genetic algorithmTayfun Dede, Serkan Bekiroğlu, Yusuf Ayvaz — 2011
• Extended hybrid genetic algorithm for solving Travelling Salesman Problem with sorted populationOlga Yugay, Hang Ryeol Na, Taekyung Lee — 2010
• A Novel Hybrid Algorithm for the Topology Optimization of Truss StructureRenhua Wang, Xianzhong Zhao, Buying Xie — 2009
• An adaptive reanalysis method for genetic algorithm with application to fast truss optimizationTao Xu, Wenjie Zuo, Tianshuang Xu — 2010
• Creating targeted initial populations for genetic product searches in heterogeneous marketsGarrett Foster, C. D. Turner, Scott Ferguson — 2014
• A new population seeding technique for permutation-coded Genetic Algorithm: Service transfer approachP. Victer Paul, A. Ramalingam, R. Baskaran — 2014

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