Imperialist competitive algorithm: Difference between revisions

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{{Orphan|date=April 2016}}

In [[computer science]], '''Imperialist Competitive Algorithm (ICA)'''<ref name=ica_en_2007_cnf_atashpaz_ica_ica/> is a computational method that is used to solve [[optimization problem]]s of different types. Like most of the methods in the area of [[evolutionary computation]], ICA does not need the gradient of the function in its optimization process.

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* Fuzzy Controller Design<ref name=Fuzzy_and_Intelligent_Systems_2008/>

* Solving optimization problems in communication systems.<ref name=ica_en_2009_jnl_khabbazi_minimum_bit_error_rate_beamforming/><ref name=ica_2010_en_jnl_Alikhani_Evaluation_of_Image_Segmentation_Methods/><ref name=ica_2010_en_cnf_Sayadnavard_Wireless_sensor_network_localization/>

* Solving scheduling and production management problems<ref name=ica_en_2010_jnl_nazari_integrated_product_mix_outsourcing/><ref name=ica_en_2009_jnl_jolai_pareto_simulated_annealing_offline_scheduling_problem_with_rejection/><ref name=ica_en_2010_jnl_shokrollahpour_bi_criteria_flowshop/><ref name=ica_2010_en_jnl_Forouharfard_schedule_cross_docking_systems/><ref name=ica_2010_en_jnl_Karimi_scheduling_flexible_flow_shops_ica_electromagnetic/><ref name=ica_2010_en_jnl_Bagher_Balancing_of_stochastic_U_Type_assembly_lines/><ref name=ica_2010_en_jnl_Sarayloo_ica_Dynamic_Cell_Formation/><ref>{{cite journal|last1=Piroozfard|first1=H.|last2=Wong|first2=K. Y.|title=An imperialist competitive algorithm for the job shop scheduling problems|journal=IEEE Industrial Engineering and Engineering Management (IEEM)|pages=69 - 7369–73|doi=10.1109/IEEM.2014.7058602}}</ref>

* Training and analysis of Artificial Neural Networks<ref name=ica_en_2008_jnl_oskouyi_material_properties_characterization_sharp_indentation_test/><ref name=ica_en_2009_cnf_mahmoudi_ann_weights_optimization/>

* Nash Equilibrium Point Achievement<ref name=ica_en_2008_en_bchtr_rajabioun_nash_equilibrium_point_achievement/>

* Design and thermodynamic optimization of plate-fin heat exchangers<ref name=ica_moslem_2011/>

* Feature selection<ref>Seyed Jalaleddin Mousavi Rad, Fardin Akhlaghian Tab, Kaveh Mollazade, “ Application of Imperialist Competition Algorithm for Feature Selection: A Case Study On Rice Classification”, International Journal of Computer Application, Vol. 40, No.16, 2012</ref><ref> S.J. Mousavirad, H. Ebrahimpour, Feature selection using modified Imperilaist Competitive Algorithm, International Conference on Computer and Knowledge Engineering(ICKKE 2013), October 31 & November 1, 2013, Ferdowsi University of Mashhad, Mashhad, Iran</ref>

* and so on<ref name=ica_en_2010_jnl_lucas_linear_induction_motor/><ref name=ica_2010_en_jnl_omid_phev/><ref name=ica_2010_en_jnl_niknam_k_means_clustering/><ref name=ica_2010_en_jnl_mozafari_thin_interphase/>