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Volumn 183, Issue 1, 2012, Pages 1-15

Teaching-Learning-Based Optimization: An optimization method for continuous non-linear large scale problems

Author keywords

Benchmarks functions; Non linear optimization problems; Teaching Learning Based Optimization

Indexed keywords

BENCH-MARK PROBLEMS; BENCHMARKS FUNCTIONS; GLOBAL SOLUTIONS; LARGE-SCALE PROBLEM; NON-LINEAR; NON-LINEAR OPTIMIZATION PROBLEMS; OPTIMIZATION METHOD; TEACHING-LEARNING-BASED OPTIMIZATION;

EID: 80055062464     PISSN: 00200255     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ins.2011.08.006     Document Type: Article
Times cited : (1546)

References (33)
  • 1
    • 78049261422 scopus 로고    scopus 로고
    • Grenade explosion method - A novel tool for optimization of multimodal functions
    • A. Ahrari, and A.A. Atai Grenade explosion method - a novel tool for optimization of multimodal functions Applied Soft Computing 10 2010 1132 1140
    • (2010) Applied Soft Computing , vol.10 , pp. 1132-1140
    • Ahrari, A.1    Atai, A.A.2
  • 2
    • 84865224703 scopus 로고    scopus 로고
    • Artificial bee colony algorithm for large-scale problems and engineering design optimization
    • 10.1007/s10845-010-0393-4
    • B. Akay, and D. Karaboga Artificial bee colony algorithm for large-scale problems and engineering design optimization Journal of Intelligent Manufacturing 2010 10.1007/s10845-010-0393-4
    • (2010) Journal of Intelligent Manufacturing
    • Akay, B.1    Karaboga, D.2
  • 3
    • 79951858405 scopus 로고    scopus 로고
    • A modified artificial bee colony (ABC) algorithm for constrained optimization problems
    • 10.1016/j.asoc.2010.12.001
    • B. Akay, and D. Karaboga A modified artificial bee colony (ABC) algorithm for constrained optimization problems Applied Soft Computing 2010 10.1016/j.asoc.2010.12.001
    • (2010) Applied Soft Computing
    • Akay, B.1    Karaboga, D.2
  • 4
    • 84857832525 scopus 로고    scopus 로고
    • A modified artificial bee colony algorithm for real-parameter optimization
    • 10.1016/j.ins.2010.07.015
    • B. Akay, and D. Karaboga A modified artificial bee colony algorithm for real-parameter optimization Information Sciences 2010 10.1016/j.ins.2010.07.015
    • (2010) Information Sciences
    • Akay, B.1    Karaboga, D.2
  • 5
    • 79551475034 scopus 로고    scopus 로고
    • On convergence of the multi-objective particle swarm optimizers
    • P. Chakraborty, S. Das, G.G. Roy, and A. Abraham On convergence of the multi-objective particle swarm optimizers Information Sciences 181 2011 1411 1425
    • (2011) Information Sciences , vol.181 , pp. 1411-1425
    • Chakraborty, P.1    Das, S.2    Roy, G.G.3    Abraham, A.4
  • 7
    • 77956392754 scopus 로고    scopus 로고
    • Differential evolution in constrained numerical optimization: An empirical study
    • M.M. Efrén, E.M.V. Mariana, and D.C.G.R. Rubí Differential evolution in constrained numerical optimization: an empirical study Information Sciences 180 2010 4223 4262
    • (2010) Information Sciences , vol.180 , pp. 4223-4262
    • Efrén, M.M.1    Mariana, E.M.V.2    Rubí, D.C.G.R.3
  • 8
    • 0038363680 scopus 로고    scopus 로고
    • Optimization of water distribution network design using the shuffled frog leaping algorithm
    • DOI 10.1061/(ASCE)0733-9496(2003)129:3(210)
    • M. Eusuff, and E. Lansey Optimization of water distribution network design using the shuffled frog leaping algorithm Journal of Water Resources Planning and Management, ASCE 129 2003 210 225 (Pubitemid 36562716)
    • (2003) Journal of Water Resources Planning and Management , vol.129 , Issue.3 , pp. 210-225
    • Eusuff, M.M.1    Lansey, K.E.2
  • 9
    • 46149127936 scopus 로고
    • The immune system, adaptation and machine learning
    • J.D. Farmer, N. Packard, and A. Perelson The immune system, adaptation and machine learning Physica D 22 1986 187 204
    • (1986) Physica D , vol.22 , pp. 187-204
    • Farmer, J.D.1    Packard, N.2    Perelson, A.3
  • 10
    • 0034974417 scopus 로고    scopus 로고
    • A new heuristic optimization algorithm: Harmony search
    • Z.W. Geem, J.H. Kim, and G.V. Loganathan A new heuristic optimization algorithm: harmony search Simulation 76 2001 60 70
    • (2001) Simulation , vol.76 , pp. 60-70
    • Geem, Z.W.1    Kim, J.H.2    Loganathan, G.V.3
  • 11
    • 41949119615 scopus 로고    scopus 로고
    • Novel derivative of harmony search algorithm for discrete design variables
    • DOI 10.1016/j.amc.2007.09.049, PII S0096300307009897
    • Z.W. Geem Novel derivative of harmony search algorithm for discrete design variables Applied Mathematics and Computation 199 2008 223 230 (Pubitemid 351508326)
    • (2008) Applied Mathematics and Computation , vol.199 , Issue.1 , pp. 223-230
    • Geem, Z.W.1
  • 13
    • 35148827874 scopus 로고    scopus 로고
    • An Idea Based on Honey Bee Swarm for Numerical Optimization
    • Erciyes University, Engineering Faculty, Computer Engineering Department
    • D. Karaboga, An Idea Based on Honey Bee Swarm for Numerical Optimization, technical REPORT-TR06, Erciyes University, Engineering Faculty, Computer Engineering Department, 2005.
    • (2005) Technical REPORT-TR06
    • Karaboga, D.1
  • 15
    • 33749576595 scopus 로고    scopus 로고
    • Hybrid approach for genetic algorithm and Taguchi's method based design optimization in the automotive industry
    • DOI 10.1080/00207540600619932, PII G847528N0062070R
    • I. Karen, A.R. Yildiz, N. Kaya, N. Ozturk, and F. Ozturk Hybrid approach for genetic algorithm and Taguchi's method based design optimization in the automotive industry International Journal of Production Research 4 2006 4897 4914 (Pubitemid 44536488)
    • (2006) International Journal of Production Research , vol.44 , Issue.22 , pp. 4897-4914
    • Karen, I.1    Yildiz, A.R.2    Kaya, N.3    Ozturk, N.4    Ozturk, F.5
  • 17
    • 84857802812 scopus 로고    scopus 로고
    • An improved shuffled frog-leaping algorithm with external optimization for continuous optimization
    • 10.1016/j.ins.2010.07.016
    • X. Li, J. Luo, M.R. Chen, and N. Wang An improved shuffled frog-leaping algorithm with external optimization for continuous optimization Information Sciences 2010 10.1016/j.ins.2010.07.016
    • (2010) Information Sciences
    • Li, X.1    Luo, J.2    Chen, M.R.3    Wang, N.4
  • 18
    • 0032599594 scopus 로고    scopus 로고
    • A modified genetic algorithm for single machine scheduling
    • J. Liu, and L. Tang A modified genetic algorithm for single machine scheduling Computers & Industrial Engineering 37 1999 43 46
    • (1999) Computers & Industrial Engineering , vol.37 , pp. 43-46
    • Liu, J.1    Tang, L.2
  • 19
    • 80055054640 scopus 로고    scopus 로고
    • Force-imitated particle swarm optimization using the near-neighbor effect for locating multiple optima
    • L. Liu, S. Yang, and D. Wang Force-imitated particle swarm optimization using the near-neighbor effect for locating multiple optima Information Sciences 182 2011 139 155
    • (2011) Information Sciences , vol.182 , pp. 139-155
    • Liu, L.1    Yang, S.2    Wang, D.3
  • 20
    • 0036608987 scopus 로고    scopus 로고
    • Biomimicry of bacterial foraging for distributed optimization and control
    • DOI 10.1109/MCS.2002.1004010
    • K.M. Passino Biomimicry of bacterial foraging for distributed optimization and control IEEE Control Systems Magazine 22 2002 52 67 (Pubitemid 34711477)
    • (2002) IEEE Control Systems Magazine , vol.22 , Issue.3 , pp. 52-67
    • Passino, K.M.1
  • 23
    • 33846651190 scopus 로고    scopus 로고
    • QSAR analysis of tyrosine kinase inhibitor using modified ant colony optimization and multiple linear regression
    • DOI 10.1016/j.ejmech.2006.08.001, PII S0223523406002728
    • W. Shi, Q. Shen, W. Kong, and B. Ye QSAR analysis of tyrosine kinase inhibitor using modified ant colony optimization and multiple linear regression European Journal of Medicinal Chemistry 42 2007 81 86 (Pubitemid 46198984)
    • (2007) European Journal of Medicinal Chemistry , vol.42 , Issue.1 , pp. 81-86
    • Shi, W.-m.1    Shen, Q.2    Kong, W.3    Ye, B.-x.4
  • 24
    • 33947119065 scopus 로고    scopus 로고
    • A hybrid simplex search and particle swarm optimization for unconstrained optimization
    • K.S.F. Shu, and Z. Erwie A hybrid simplex search and particle swarm optimization for unconstrained optimization European Journal of Operational Research 181 2007 527 548
    • (2007) European Journal of Operational Research , vol.181 , pp. 527-548
    • Shu, K.S.F.1    Erwie, Z.2
  • 26
    • 0142000477 scopus 로고    scopus 로고
    • Differential Evolution - A Simple and Efficient Heuristic for Global Optimization over Continuous Spaces
    • R. Storn, and K. Price Differential evolution - a simple and efficient heuristic for global optimization over continuous spaces Journal of Global Optimization 11 1997 341 359 (Pubitemid 127502202)
    • (1997) Journal of Global Optimization , vol.11 , Issue.4 , pp. 341-359
    • Storn, R.1    Price, K.2
  • 27
    • 79251595398 scopus 로고    scopus 로고
    • An improved vector particle swarm optimization for constrained optimization problems
    • C.L. Sun, J.C. Zeng, and J.S. Pan An improved vector particle swarm optimization for constrained optimization problems Information Sciences 181 2011 1153 1163
    • (2011) Information Sciences , vol.181 , pp. 1153-1163
    • Sun, C.L.1    Zeng, J.C.2    Pan, J.S.3
  • 28
    • 63149128570 scopus 로고    scopus 로고
    • Particle swarm optimization with preference order ranking for multi-objective optimization
    • Y. Wang, and Y. Yang Particle swarm optimization with preference order ranking for multi-objective optimization Information Sciences 179 2009 1944 1959
    • (2009) Information Sciences , vol.179 , pp. 1944-1959
    • Wang, Y.1    Yang, Y.2
  • 29
    • 69349099465 scopus 로고    scopus 로고
    • A new design optimization framework based on immune algorithm and Taguchi method
    • A.R. Yildiz A new design optimization framework based on immune algorithm and Taguchi method Computers in Industry 60 2009 613 620
    • (2009) Computers in Industry , vol.60 , pp. 613-620
    • Yildiz, A.R.1
  • 30
    • 63749123634 scopus 로고    scopus 로고
    • A novel hybrid immune algorithm for global optimization in design and manufacturing
    • A.R. Yildiz A novel hybrid immune algorithm for global optimization in design and manufacturing Robotics and Computer-Integrated Manufacturing 25 2009 261 270
    • (2009) Robotics and Computer-Integrated Manufacturing , vol.25 , pp. 261-270
    • Yildiz, A.R.1
  • 31
    • 59749087555 scopus 로고    scopus 로고
    • A novel particle swarm optimization approach for product design and manufacturing
    • A.R. Yildiz A novel particle swarm optimization approach for product design and manufacturing International Journal of Advanced Manufacturing Technology 40 2009 617 628
    • (2009) International Journal of Advanced Manufacturing Technology , vol.40 , pp. 617-628
    • Yildiz, A.R.1
  • 32
    • 34548222738 scopus 로고    scopus 로고
    • Hybrid multi-objective shape design optimization using Taguchi's method and genetic algorithm
    • A.R. Yildiz, N. Ozturk, N. Kaya, and F. Ozturk Hybrid multi-objective shape design optimization using Taguchi's method and genetic algorithm Structural and Multidisciplinary Optimization 34 2007 277 365
    • (2007) Structural and Multidisciplinary Optimization , vol.34 , pp. 277-365
    • Yildiz, A.R.1    Ozturk, N.2    Kaya, N.3    Ozturk, F.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.