A Novel Immune Clonal Algorithm for MO Problems

IEEE Transactions on Evolutionary Computation - Tập 16 Số 1 - Trang 35-50 - 2012
Ronghua Shang1, Licheng Jiao1, Fang Liu2, Wenping Ma1
1Sch. of Electron. Eng., Xidian Univ., Xi'an, China#TAB#
2School of Computer Science, Xidian University, Xi'an, China

Tóm tắt

Từ khóa


Tài liệu tham khảo

10.1007/978-3-540-32003-6_6

cutello, 2005, Clonal selection algorithms: A comparative case study using effective mutation potentials, optIA versus CLONALG, Proc 1st Int Conf Artificial Immune Systems (ICARIS), lncs 3627, 13, 10.1007/11536444_2

mehnen, 2007, Multiobjective evolutionary design of mold temperature control using DACE for parameter optimization, Int J Appl Electromag Mech, 25, 661, 10.3233/JAE-2007-832

10.1016/j.cirp.2008.03.020

10.1080/03052150802347926

10.1016/j.cirp.2009.03.021

cutello, 2006, Real coded clonal selection algorithm for global numerical optimization using a new inversely proportional hypermutation operator, Proc 21st Annu Assoc Comput Machinery Symp Appl Comput (SAC), 2, 950

10.1109/TEVC.2006.880328

deb, 2001, Multiobjective Optimization Using Evolutionary Algorithms

van veldhuizen, 1999, Multiobjective evolutionary algorithms Classifications analyses and new innovations

10.1109/TSMCC.2004.841906

10.1109/TEVC.2003.814902

10.1109/TEVC.2004.837108

10.1109/TEVC.2003.810751

10.1109/4235.974840

de castro, 2002, Artificial Immune Systems A New Computational Intelligence Approach

lu, 2003, Rank-density-based multiobjective genetic algorithm and benchmark test function study, IEEE Trans Evol Comput, 7, 325, 10.1109/TEVC.2003.812220

10.1007/s11432-005-0314-x

10.1109/4235.873238

10.1109/TEVC.2005.844166

10.1109/3468.650319

10.1109/TSMCC.2003.818494

kursawe, 1990, Parallel Problem Solving from Nature, 193

10.1109/TEVC.2003.810758

10.1080/03052150108940926

10.1109/CEC.2009.4982949

zhang, 2009, Expensive multiobjective optimization by MOEA/D with Gaussian process model

10.1109/TEVC.2007.894202

li, 2009, Multiobjective optimization problems with complicated Pareto sets, MOEA/D and NSGA-II, IEEE Trans Evol Comput, 13, 284, 10.1109/TEVC.2008.925798

chambers, 1983, Graphical Methods for Data Analysis

zitzler, 1999, Multiobjective evolutionary algorithm test suites, Proc Symp Appl Comput, 351

zitzler, 2002, SPEA2: Improving the strength Pareto evolutionary algorithm, Proc Evol Methods Design Optimization Control Applicat Ind Problems (EUROGEN'01), 95

10.1109/TEVC.2005.860762

cutello, 2005, Clonal selection algorithms: A comparative case study using effective mutation potentials, Proc 1st Int Conf Artificial Immune Systems (ICARIS), lncs 3627, 13, 10.1007/11536444_2

10.1109/TEVC.2004.831456

10.1109/TEVC.2003.810068

coello, 2002, An approach to solve multiobjective optimization problems based on an artificial immune system, Proc First Int Conf Artif Immune Syst Int Center Adv Res Identificat Sci (ICARIS), 212

10.1007/s10710-005-6164-x

gong, 2008, Evolutionary Computation, 225, 10.1162/evco.2008.16.2.225

10.1111/j.1467-8640.2009.00332.x

10.1109/3468.867862

10.1109/TEVC.2002.1011539

10.1007/978-1-4757-5184-0

10.1109/5326.704576

10.1109/ICEC.1994.350037

schaffer, 1984, Multiple objective optimization with vector evaluated genetic algorithms

10.1109/4235.996017

10.1162/evco.1994.2.3.221

van veldhuizen, 1998, Multiobjective Evolutionary Algorithm Research A History and Analysis

10.1109/4235.797969

10.1109/CEC.2002.1007032

wang, 2005, ACSAMO: An adaptive multiobjective optimization algorithm using the clonal selection principle, Proc 2nd Eur Symp Nature-Inspired Smart Inform Syst, 1

10.1162/evco.1999.7.3.205

10.1162/106365600568202

knowles, 1999, The Pareto archived evolution strategy: A new baseline algorithm for Pareto multiobjective optimization, Proc 6th Int Conf Parallel Problem Solving Nature (PPSN), 98

cutello, 2004, Exploring the capability of immune algorithms: A characterization of hypemutation operators, Proc 1st Int Conf Artificial Immune Systems (ICARIS), lncs 3239, 263, 10.1007/978-3-540-30220-9_22

10.1109/TEVC.2007.892759

corne, 2000, The Pareto envelope-based selection algorithm for multiobjective optimization, Proc 6th Int Conf Parallel Problem Solving Nature (PPSN), 839