Multi-objective Evolutionary Algorithms are Still Good: Maximizing Monotone Approximately Submodular Minus Modular Functions

Improved evolutionary algorithm and its application in PID controller optimization

(2020) Dewen Qiao et al.   Science China-Information Sciences

PSO-ACSC: a large-scale evolutionary algorithm for image matting

(2020) Yihui Liang et al.   Frontiers of Computer Science

Maximizing submodular or monotone approximately submodular functions by multi-objective evolutionary algorithms

(2019) Chao Qian et al.   ARTIFICIAL INTELLIGENCE

Distributed Pareto Optimization for Large-Scale Noisy Subset Selection

(2019) Chao Qian   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Constrained Monotone k-Submodular Function Maximization Using Multi-objective Evolutionary Algorithms with Theoretical Guarantee

(2017) Chao Qian et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Maximizing Submodular Functions under Matroid Constraints by Evolutionary Algorithms

(2015) Tobias Friedrich et al.   EVOLUTIONARY COMPUTATION

An analysis on recombination in multi-objective evolutionary optimization

(2013) Chao Qian et al.   ARTIFICIAL INTELLIGENCE

A Survey of Multiobjective Evolutionary Algorithms for Data Mining: Part I

(2013) Anirban Mukhopadhyay et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Approximating Covering Problems by Randomized Search Heuristics Using Multi-Objective Models

(2010) Tobias Friedrich et al.   EVOLUTIONARY COMPUTATION

Computing Minimum Cuts by Randomized Search Heuristics

(2009) Frank Neumann et al.   ALGORITHMICA