Dynamical decomposition and selection based evolutionary algorithm for many-objective optimization

A fast and elitist multiobjective genetic algorithm: NSGA-II

Kalyanmoy Deb, Amrit Pratap, Sakshi Agarwal et al. · IEEE Transactions on Evolutionary Computation · 2002 · 46.1K citations

Artificial Intelligence, Population Size, Computational Science +15

MOEA/D: A Multiobjective Evolutionary Algorithm Based on Decomposition

Qingfu Zhang, Hui Li · IEEE Transactions on Evolutionary Computation · 2007 · 9.2K citations

Multiobjective Evolutionary Algorithm, Engineering, Intelligent Optimization +14

Multiobjective evolutionary algorithms: a comparative case study and the strength Pareto approach

Eckart Zitzler, Lothar Thiele · IEEE Transactions on Evolutionary Computation · 1999 · 8.4K citations

Strength Pareto Approach, Engineering, Pareto Dominance Relationship +15

An Evolutionary Many-Objective Optimization Algorithm Using Reference-Point-Based Nondominated Sorting Approach, Part I: Solving Problems With Box Constraints

Kalyanmoy Deb, Himanshu Jain · IEEE Transactions on Evolutionary Computation · 2013 · 6.4K citations

Memetic Algorithm, Emo Algorithm, Engineering +14

Simulated Binary Crossover for Continuous Search Space.

Kalyanmoy Deb, Ram Bhushan Agrawal · Complex Systems · 1995 · 3K citations

Computational Science, Engineering, Local Search (Optimization) +4