Pareto Front Computation

Pareto Front Computation is a method in multi-objective Markov decision processes that identifies the set of non-dominated policies by simultaneously optimizing multiple conflicting objectives, where no alternative policy can improve one objective without degrading another.

443

Publications

23.6K

Citations

1.3K

Authors

567

Institutions

Publications per year

2017–2026

171

Parents

Multi-objective Markov Decision Processes

Publications

443

An Evolutionary Many-Objective Optimization Algorithm Using Reference-Point Based Nondominated Sorting Approach, Part II: Handling Constraints and Extending to an Adaptive Approach

Himanshu Jain, Kalyanmoy Deb · IEEE Transactions on Evolutionary Computation · 2013 · 2.1K citations

Natural Sciences, Computer Science, Algorithms +16

Adaptive weighted-sum method for bi-objective optimization: Pareto front generation

Il Yong Kim, Olivier de Weck · Structural and Multidisciplinary Optimization · 2004 · 670 citations

Natural Sciences, Industrial Engineering, Algorithms +9

Using the Averaged Hausdorff Distance as a Performance Measure in Evolutionary Multiobjective Optimization

Oliver Schütze, Xavier Esquivel, Adriana Lara et al. · IEEE Transactions on Evolutionary Computation · 2012 · 509 citations

Natural Sciences, Computer Science, Mathematics +16

Adaptive weighted sum method for multiobjective optimization: a new method for Pareto front generation

Il Yong Kim, Olivier de Weck · Structural and Multidisciplinary Optimization · 2005 · 488 citations

Natural Sciences, Computer Science, Algorithms +8

Handling Constrained Multiobjective Optimization Problems With Constraints in Both the Decision and Objective Spaces

Zhizhong Liu, Yong Wang · IEEE Transactions on Evolutionary Computation · 2019 · 474 citations

Natural Sciences, Decision Sciences, Design Optimization +16

1–5 of 443

Authors

1.3K

BD
Benjamin Doerr
École Polytechnique, France
8 publications · 298 citations
8
h-index
WZ
Weijie Zheng
Southern University of Science and Technology, China
7 publications · 303 citations
7
h-index
KD
Kalyanmoy Deb
Michigan State University, United States
7 publications · 2.3K citations
7
h-index
ME
Michael Emmerich
Leiden University, Netherlands
6 publications · 209 citations
6
h-index
CA
Carlos A. Coello Coello
Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional, Mexico
6 publications · 763 citations
6
h-index

1–5 of 1.3K

Institutions

567

1–8 of 567

Venues

IEEE Transactions on Evolutionary Computation
11 publications · 3.9K citations
11
h-index
arXiv (Cornell University)
Repository · 10 publications · 193 citations
10
h-index
IEEE Transactions on Magnetics
9 publications · 388 citations
9
h-index
Engineering Optimization
8 publications · 608 citations
8
h-index
IEEE Transactions on Cybernetics
7 publications · 973 citations
7
h-index

1–5