Paper Search Console

Home Search Page About Contact

Journal Title

Title of Journal: Soft Comput

Search In Journal Title:

Abbravation: Soft Computing

Search In Journal Abbravation:

Publisher

Springer Berlin Heidelberg

Search In Publisher:

DOI

10.1002/chin.200645129

Search In DOI:

ISSN

1433-7479

Search In ISSN:
Search In Title Of Papers:

An evaluation of nonredundant objective sets base

Authors: Juan Zou Jinhua Zheng Cheng Deng Ruimin Shen
Publish Date: 2014/08/10
Volume: 19, Issue: 8, Pages: 2275-2286
PDF Link

Abstract

Multiobjective optimization is a challenging task in many disciplines Although a number of algorithms have simplified this problem by degenerating redundant objectives into lowdimensional sets there is currently no consensus method for evaluating their performance In this paper we propose an evaluation method that uses a spatial similarity ratio SSR to determine the quality of nonredundant objective sets NRSs We consider the reduction of all NRSs of three functions from 5D to 2D or 3D using our SSRbased method and compare the results to those given by an inverted generational distancebased method The results demonstrate that our method is more accurate as it takes information from both the nonredundant and redundant objective sets into consideration In addition using the proposed SSRbased approach no prior knowledge of the true Pareto set is required Therefore we can conclude that our SSRbased method is feasible for the assessment of nonredundant objective setsThe authors wish to thank the support of the Science and Technology Project of Hunan Province Grant No 2014GK3027 the National Natural Science Foundation of China Grant No 61379062 61372049 the Science Research Project of the Education Office of Hunan Province Grant No 12A135 12C0378 the Hunan Province Natural Science Foundation Grant No 14JJ2072 13JJ8006 the Hunan Provincial Innovation Foundation For Postgraduate Grant No CX2013A011 and the Construct Program of the Key Discipline in Hunan Province

Keywords:

References

.
Search In Abstract Of Papers:
Other Papers In This Journal:
  1. Structure optimization of neural networks for evolutionary design optimization
  2. Sheaf representations of BL-algebras
  3. Flexible neural trees based early stage identification for IP traffic
  4. Rule acquisition and attribute reduction in real decision formal contexts
  5. An approach to efficient business intelligent system for financial prediction
  6. Multi-Objective Optimization using Grid Computing
  7. Group decision-making procedure based on incomplete reciprocal relations
  8. An evolutionary algorithm to discover quantitative association rules in multidimensional time series
  9. Neighborhood field for cooperative optimization
  10. The equivalence between fuzzy Mealy and fuzzy Moore machines
  11. Computational evaluation of a MIP model for multi-port stowage planning problems
  12. A multiobjective discrete cuckoo search algorithm for community detection in dynamic networks
  13. Metric learning with geometric mean for similarities measurement
  14. Fuzzy adaptive genetic algorithms: design, taxonomy, and future directions
  15. Generalized fuzzy filters of R 0 -algebras
  16. Robust intelligent backstepping tracking control for wheeled inverted pendulum
  17. Minimax mean-variance models for fuzzy portfolio selection
  18. Selection of laser bending process parameters for maximal deformation angle through neural network and teaching–learning-based optimization algorithm
  19. A hill-jump algorithm of Hopfield neural network for shortest path problem in communication network
  20. Self-configuration single particle optimizer for DNA sequence compression
  21. Rough set feature extraction by remarkable degrees with real world decision-making problems
  22. Characterizations of two kinds of hemirings based on probability spaces
  23. An analytical solution to the TOPSIS model with interval type-2 fuzzy sets
  24. On investigation of interdependence between sub-problems of the Travelling Thief Problem
  25. Uncertain regression analysis: an approach for imprecise observations
  26. Particle swarm optimization-based feature selection in sentiment classification
  27. An approach to fuzzy default reasoning for function approximation
  28. A fuzzy interval analysis approach to kriging with ill-known variogram and data
  29. Topology optimization of compliant structures and mechanisms using constructive solid geometry for 2-d and 3-d applications
  30. Comparison of methods for developing dynamic reduced models for design optimization
  31. General form of α -resolution principle for linguistic truth-valued lattice-valued logic
  32. Similarity recognition using context-based pattern for cyber-society
  33. An extension of a fuzzy reputation agent trust model (AFRAS) in the ART testbed
  34. A robust algorithm of support vector regression with a trimmed Huber loss function in the primal
  35. On soft weak structures
  36. A memetic algorithm for the cyclic antibandwidth maximization problem
  37. Integration of classifier diversity measures for feature selection-based classifier ensemble reduction
  38. An evolutionary algorithm using spherical inversions
  39. Variational learning of hierarchical infinite generalized Dirichlet mixture models and applications
  40. ATAC4Cloud: a framework for modeling and simulating autonomic cloud
  41. Related Fritz Carlson type inequalities for Sugeno integrals
  42. Cultural algorithms: a Tabu search approach for the optimization of engineering design problems
  43. A special issue on decision intelligence with soft computing
  44. Fuzzy characterization of spike synchrony in parallel spike trains
  45. Minimal attribute reduction with rough set based on compactness discernibility information tree
  46. A hybrid approach of dimension partition and velocity control to enhance performance of particle swarm optimization
  47. Scenario Violation in Nursing Activities: Nursing Risk Management from the Viewpoint of Chance Discovery
  48. Nearest neighbor search with locally weighted linear regression for heartbeat classification
  49. Improving the multiobjective evolutionary algorithm based on decomposition with new penalty schemes
  50. An improved back propagation algorithm topredict episodes of poor air quality
  51. An algorithmic analysis of DNA structure
Search Result: