Advanced Multi-Objective Optimization Algorithms — Research Topic | NobleBlocks | NobleBlocks

Advanced Multi-Objective Optimization Algorithms

Top publications in Advanced Multi-Objective Optimization Algorithms across the NobleBlocks index. Open any paper for its abstract, citations, and AI-generated take.

Indexed papers

652

Total citations

7.9K

Latest paper

2025

Papers per year (last 16 years) — click a bar to see papers from that year

20102025

Top papers

Multi-objective optimization using genetic algorithms: A tutorial

Abdullah Konak, David W. Coit, Alice E. Smith

2006· Reliability Engineering & System Safety3.4K

Genetic algorithms in search, optimization, and machine learning

1989· Choice Reviews Online49.3K

Muiltiobjective Optimization Using Nondominated Sorting in Genetic Algorithms

N. Srinivas, Kalyanmoy Deb

1994· Evolutionary Computation6.8K

Evolutionary Algorithms for Solving Multi-Objective Problems

Practical Bayesian Optimization of Machine Learning Algorithms

Jasper Snoek, Hugo Larochelle, Ryan P. Adams

2012· arXiv (Cornell University)5.6K

A Fast Elitist Non-dominated Sorting Genetic Algorithm for Multi-objective Optimization: NSGA-II

Kalyanmoy Deb, Samir Agrawal, Amrit Pratap, T. Meyarivan

2000· Lecture notes in computer science5.2K

An overview of gradient descent optimization algorithms

Sebastian Ruder

2016· arXiv (Cornell University)4.8K

Survey of multi-objective optimization methods for engineering

R. Timothy Marler, Jasbir S. Arora

2004· Structural and Multidisciplinary Optimization4.5K

Firefly Algorithms for Multimodal Optimization

2009· Symposium on Stochastic Algorithms: Foundations and Applications4.0K

Geometric Algorithms and Combinatorial Optimization

Martin Grötschel, László Lovász, Alexander Schrijver

1988· Algorithms and combinatorics3.5K

On hyperparameter optimization of machine learning algorithms: Theory and practice

Li Yang, Abdallah Shami

2020· Neurocomputing3.0K

Combinatorial Optimization: Algorithms and Complexity

Christos H. Papadimitriou, Kenneth Steiglitz

Optimization of Control Parameters for Genetic Algorithms

John J. Grefenstette

1986· IEEE Transactions on Systems Man and Cybernetics2.8K

Lectures on modern convex optimization analysis, algorithms, and engineering applications. - Includes index

Aharon Ben‐Tal, Arkadi Nemirovski

Dragonfly algorithm: a new meta-heuristic optimization technique for solving single-objective, discrete, and multi-objective problems

Seyedali Mirjalili

2015· Neural Computing and Applications2.7K

Fibonacci heaps and their uses in improved network optimization algorithms

Michael L. Fredman, Robert E. Tarjan

1987· Journal of the ACM2.6K

Adam: A Method for Stochastic Optimization

Diederik P. Kingma, Jimmy Ba

2014· UvA-DARE (University of Amsterdam)84.5K

Fast Parallel Algorithms for Short-Range Molecular Dynamics

1995· Journal of Computational Physics41.5K

Convex Optimization

Stephen Boyd, Lieven Vandenberghe

Particle swarm optimization

J. Kennedy, R. Eberhart

· Proceedings of ICNN'95 - International Conference on Neural Networks40.1K

Search all 652 papers in Advanced Multi-Objective Optimization Algorithms →

Explore this topic

Search all papers Explore in Research Start a literature review ← Browse all topics

Topic snapshot

652 papers indexed

7.9K total citations

Latest: 2025