Carlos M. Fonseca

According to our database1, Carlos M. Fonseca authored at least 56 papers between 1993 and 2018.

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Bibliography

2018
Computing and Updating Hypervolume Contributions in Up to Four Dimensions.
IEEE Trans. Evolutionary Computation, 2018

Energy-efficient multigroup communication.
Trans. Emerging Telecommunications Technologies, 2018

Geometric Crossover in Syntactic Space.
Proceedings of the Genetic Programming - 21st European Conference, 2018

2017
Unsure When to Stop? Ask Your Semantic Neighbors.
CoRR, 2017

A box decomposition algorithm to compute the hypervolume indicator.
Computers & OR, 2017

Computing 3-D Expected Hypervolume Improvement and Related Integrals in Asymptotically Optimal Time.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2017

2016
Hypervolume Subset Selection in Two Dimensions: Formulations and Algorithms.
Evolutionary Computation, 2016

Greedy Hypervolume Subset Selection in Low Dimensions.
Evolutionary Computation, 2016

Hypervolume Sharpe-Ratio Indicator: Formalization and First Theoretical Results.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016


Lyapunov Design of a Simple Step-Size Adaptation Strategy Based on Success.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016

Arbitrarily Close Alignments in the Error Space: A Geometric Semantic Genetic Programming Approach.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016

A quadratic approximation-based local search operator for handling two equality constraints in continuous optimization problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

A Multicriteria Generalization of Bayesian Global Optimization.
Proceedings of the Advances in Stochastic and Deterministic Global Optimization., 2016

2015
Representation of the non-dominated set in biobjective discrete optimization.
Computers & OR, 2015

Greedy Hypervolume Subset Selection in the Three-Objective Case.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

On the Generalization Ability of Geometric Semantic Genetic Programming.
Proceedings of the Genetic Programming - 18th European Conference, 2015

Semantic Learning Machine: A Feedforward Neural Network Construction Algorithm Inspired by Geometric Semantic Genetic Programming.
Proceedings of the Progress in Artificial Intelligence, 2015

A Comparative Study of Algorithms for Solving the Multiobjective Open-Pit Mining Operational Planning Problems.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2015

2014
On the performance of linkage-tree genetic algorithms for the multidimensional knapsack problem.
Neurocomputing, 2014

A Portfolio Optimization Approach to Selection in Multiobjective Evolutionary Algorithms.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014

2012
A Fast Dimension-Sweep Algorithm for the Hypervolume Indicator in Four Dimensions.
Proceedings of the 24th Canadian Conference on Computational Geometry, 2012

2011
On the Computation of the Empirical Attainment Function.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2011

Computing Hypervolume Contributions in Low Dimensions: Asymptotically Optimal Algorithm and Complexity Results.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2011

The Relationship between the Covered Fraction, Completeness and Hypervolume Indicators.
Proceedings of the Artificial Evolution, 2011

2010
Nonlinear Network Optimization - An Embedding Vector Space Approach.
IEEE Trans. Evolutionary Computation, 2010

The Attainment-Function Approach to Stochastic Multiobjective Optimizer Assessment and Comparison.
Proceedings of the Experimental Methods for the Analysis of Optimization Algorithms., 2010

2009
On the Complexity of Computing the Hypervolume Indicator.
IEEE Trans. Evolutionary Computation, 2009

09041 Working Group on EMO for Interactive Multiobjective Optimization (1st Round).
Proceedings of the Hybrid and Robust Approaches to Multiobjective Optimization, 18.01., 2009

Assessing the quality of the relation between scalarizing function parameters and solutions in multiobjective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2008
A multi-objective evolutionary algorithm to exploit the similarities of resource allocation problems.
J. Scheduling, 2008

Graph partitioning through a multi-objective evolutionary algorithm: a preliminary study.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

2007
Multi-Objective Evolutionary Algorithm for University Class Timetabling Problem.
Proceedings of the Evolutionary Scheduling, 2007

A preliminary comparison of tree encoding schemes for evolutionary algorithms.
Proceedings of the IEEE International Conference on Systems, 2007

Preference Articulation in Evolutionary Multiobjective Optimisation.
Proceedings of the 7th International Conference on Hybrid Intelligent Systems (HIS 2007), 2007

A unified model of optimisation problems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Methodology to select solutions from the pareto-optimal set: a comparative study.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

On the roles of redundancy and neutrality in evolutionary optimization: an experimental study.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

How redundancy and neutrality may affect evolution on NK fitness landscapes.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

2006
Decision Making in Evolutionary Optimization (Abstract of Invited Talk).
Proceedings of the Evolutionary Multi-Criterion Optimization, 4th International Conference, 2006

Multi-objective Evolutionary Algorithms for Resource Allocation Problems.
Proceedings of the Evolutionary Multi-Criterion Optimization, 4th International Conference, 2006

Bi-objective Combined Facility Location and Network Design.
Proceedings of the Evolutionary Multi-Criterion Optimization, 4th International Conference, 2006

An Improved Dimension-Sweep Algorithm for the Hypervolume Indicator.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2005
Exploring the Performance of Stochastic Multiobjective Optimisers with the Second-Order Attainment Function.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2005

Multiobjective Optimization and Multiple Constraint Handling with Evolutionary Algorithms.
Proceedings of the Practical Approaches to Multi-Objective Optimization, 2005

Developing redundant binary representations for genetic search.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005

2004
'Identifying the structure of nonlinear dynamic systems using multiobjective genetic programming.
IEEE Trans. Systems, Man, and Cybernetics, Part A, 2004

2003
Performance assessment of multiobjective optimizers: an analysis and review.
IEEE Trans. Evolutionary Computation, 2003

Nonlinear identification of aircraft gas-turbine dynamics.
Neurocomputing, 2003

2002
Why Quality Assessment Of Multiobjective Optimizers Is Difficult.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

2001
Inferential Performance Assessment of Stochastic Optimisers and the Attainment Function.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2001

1998
Multiobjective optimization and multiple constraint handling with evolutionary algorithms. II. Application example.
IEEE Trans. Systems, Man, and Cybernetics, Part A, 1998

Multiobjective optimization and multiple constraint handling with evolutionary algorithms. I. A unified formulation.
IEEE Trans. Systems, Man, and Cybernetics, Part A, 1998

1996
On the Performance Assessment and Comparison of Stochastic Multiobjective Optimizers.
Proceedings of the Parallel Problem Solving from Nature, 1996

1995
An Overview of Evolutionary Algorithms in Multiobjective Optimization.
Evolutionary Computation, 1995

1993
Genetic Algorithms for Multiobjective Optimization: FormulationDiscussion and Generalization.
Proceedings of the 5th International Conference on Genetic Algorithms, 1993


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