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   A COMPREHENSIVE SURVEY: APPLICATIONS OF MULTI-OBJECTIVE PARTICLE SWARM OPTIMIZATION (MOPSO) ALGORITHM  
   
نویسنده لالوانی سونیا ,سینگال سوراب ,کومار راجش ,گوپتا نیلاما
منبع transactions on combinatorics - 2013 - دوره : 2 - شماره : 1 - صفحه:39 -101
چکیده    Numerous problems encountered in real life cannot be actually formulated as a singleobjective problem; hence the requirement of multi-objective optimization (moo) had arisen severalyears ago. due to the complexities in such type of problems powerful heuristic techniques were needed,which has been strongly satisfied by swarm intelligence (si) techniques. particle swarm optimization(pso) has been established in 1995 and became a very mature and most popular domain in si. multi-objective pso (mopso) established in 1999, has become an emerging field for solving moos witha large number of extensive literature, software, variants, codes and applications. this paper reviewsall the applications of mopso in miscellaneous areas followed by the study on mopso variants inour next publication. an introduction to the key concepts in moo is followed by the main body ofreview containing survey of existing work, organized by application area along with their multipleobjectives, variants and further categorized variants.
کلیدواژه Multi-Objective Particle Swarm Optimization ,Conflicting objectives ,Particle Swarm Optimization ,Pareto optimal set ,Non-dominated solutions
آدرس Birla Institute of Scientific Research, R & D, Advanced Bioinformatics Centre, Birla Institute of Scientific Research, P O Box 302001, Jaipur, India, India, Birla Institute of Scientific Research, R & D, Advanced Bioinformatics Centre, Birla Institute of Scientific Research, P O Box 302001, Jaipur, India, India, Malaviya National Institute of Technology, Department of Electrical Engineering, Malaviya National Institute of Technology, P O Box 302017, Jaipur, India, India, Malaviya National Institute of Technology, Department of Mathematics, Malaviya National Institute of Technology, P O Box 302017, Jaipur, India, India
پست الکترونیکی guptanilama@gmail.com
 
     
   
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