Carlos García Martínez

Universidad de Córdoba

Publicaciones

Heuristics for interesting class association rule mining a colorectal cancer database

Information Processing and Management

Multi-view genetic programming learning to obtain interpretable rule-based classifiers for semi-supervised contexts. Lessons learnt

International Journal of Computational Intelligence Systems

Improving essay peer grading accuracy in massive open online courses using personalized weights from student’s engagement and performance

Journal of Computer Assisted Learning

JCLEC-MO: A Java suite for solving many-objective optimization engineering problems

Engineering Applications of Artificial Intelligence

Obtaining tractable and interpretable descriptions for cases with complications from a colorectal cancer database

Proceedings - IEEE Symposium on Computer-Based Medical Systems

Genetic algorithms

Handbook of Heuristics

Extremely high-dimensional optimization with MapReduce: Scaling functions and algorithm

Information Sciences

GRASP with exterior path-relinking and restricted local search for the multidimensional two-way number partitioning problem

Computers and Operations Research

Multi-view semi-supervised learning using genetic programming interpretable classification rules

2017 IEEE Congress on Evolutionary Computation, CEC 2017 - Proceedings

Optimizing network attacks by artificial bee colony

Information Sciences

Since CEC 2005 competition on real-parameter optimisation: a decade of research, progress and comparative analysis’s weakness

Soft Computing

100 Million dimensions large-scale global optimization using distributed GPU computing

2016 IEEE Congress on Evolutionary Computation, CEC 2016

A genetic algorithm for the minimum generating set problem

Applied Soft Computing Journal

An alternative artificial bee colony algorithm with destructive-constructive neighbourhood operator for the problem of composing medical crews

Information Sciences

Randomized greedy multi-start algorithm for the minimum common integer partition problem

Engineering Applications of Artificial Intelligence

A two-stage constructive method for the unweighted minimum string cover problem

Knowledge-Based Systems

The firefighter problem: Empirical results on random graphs

Computers and Operations Research

Strategic oscillation for the quadratic multiple knapsack problem

Computational Optimization and Applications

Tabu search with strategic oscillation for the quadratic minimum spanning tree

IIE Transactions (Institute of Industrial Engineers)

Tabu-enhanced iterated greedy algorithm: A case study in the quadratic multiple knapsack problem

European Journal of Operational Research

An artificial bee colony algorithm for the maximally diverse grouping problem

Information Sciences

An iterated greedy algorithm for the large-scale unrelated parallel machines scheduling problem

Computers and Operations Research

A simulated annealing method based on a specialised evolutionary algorithm

Applied Soft Computing Journal

Adaptive GRASP for the maximum diversity problem

Expert Systems with Applications

Arbitrary function optimisation with metaheuristics: No free lunch and real-world problems: No free lunch and real-world problems

Soft Computing

GRASP with path-relinking for the non-identical parallel machine scheduling problem with minimising total weighted completion times

Annals of Operations Research

Hybrid metaheuristics based on evolutionary algorithms and simulated annealing: Taxonomy, comparison, and synergy test

IEEE Transactions on Evolutionary Computation

Analysing the significance of no free lunch theorems on the set of real-world binary problems

International Conference on Intelligent Systems Design and Applications, ISDA

Iterated greedy for the maximum diversity problem

European Journal of Operational Research

Role differentiation and malleable mating for differential evolution: An analysis on large-scale optimisation

Soft Computing

A GA-based multiple simulated annealing

2010 IEEE World Congress on Computational Intelligence, WCCI 2010 - 2010 IEEE Congress on Evolutionary Computation, CEC 2010

Evaluating a local genetic algorithm as context-independent local search operator for metaheuristics

Soft Computing

Evolutionary symbolic discovery for Bioinformatics, Systems and Synthetic Biology

Proceedings of the 12th Annual Genetic and Evolutionary Computation Conference, GECCO '10 - Companion Publication

Hybrid metaheuristics with evolutionary algorithms specializing in intensification and diversification: Overview and progress report

Computers and Operations Research

Memetic algorithms for continuous optimisation based on local search chains

Evolutionary Computation

P system model optimisation by means of evolutionary based search algorithms
A fuzzy model to evaluate the suitability of installing an enterprise resource planning system
AUTHORS: Garcia-Martinez, C, Herrera, F, Herrera-Viedma, E, Martinez, L, Sanchez, PJ

Information Sciences

Continuous variable neighbourhood search algorithm based on evolutionary metaheuristic components: A scalability test

ISDA 2009 - 9th International Conference on Intelligent Systems Design and Applications

Simulated annealing based on local genetic search

2009 IEEE Congress on Evolutionary Computation, CEC 2009

Global and local real-coded genetic algorithms based on parent-centric crossover operators
AUTHORS: Garcia-Martinez, C, Herrera, F, Lozano, M, Molina, D, Sanchez, AM

European Journal of Operational Research

Real-parameter crossover operators with multiple descendents: An experimental study
AUTHORS: Garcia-Martinez, C, Herrera, F, Lozano, M, Molina, D, Sanchez, AM

International Journal of Intelligent Systems

A taxonomy and an empirical analysis of multiple objective ant colony optimization algorithms for the bi-criteria TSP
AUTHORS: Cordon, O, Garcia-Martinez, C, Herrera, F

European Journal of Operational Research

Hybrid real-coded genetic algorithms with female and male differentiation