Joshua D. Knowles
Orcid: 0000-0001-8112-6112Affiliations:
- Schlumberger Cambridge Research Ltd., UK
- University of Birmingham, UK
- University of Manchester, School of Computer Science (former)
According to our database1,
Joshua D. Knowles
authored at least 115 papers
between 1999 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
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Bibliography
2024
IEEE Trans. Evol. Comput., August, 2024
Proceedings of the Parallel Problem Solving from Nature - PPSN XVIII, 2024
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024
Proceedings of the Genetic and Evolutionary Computation Conference, 2024
2023
Proceedings of the Many-Criteria Optimization and Decision Analysis: State-of-the-Art, 2023
Proceedings of the Evolutionary Multi-Criterion Optimization, 2023
2022
Deep Optimisation: Transitioning the Scale of Evolutionary Search by Inducing and Searching in Deep Representations.
SN Comput. Sci., 2022
Proceedings of the Parallel Problem Solving from Nature - PPSN XVII, 2022
Inventing and Assessing Simple Heuristics for Bidding in Wholesale Electricity Markets.
Proceedings of the Operations Research Proceedings 2022: Selected Papers of the Annual International Conference of the German Operations Research Society (GOR), 2022
Expensive optimization with production-graph resource constraints: a first look at a new problem class.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022
2021
Realistic utility functions prove difficult for state-of-the-art interactive multiobjective optimization algorithms.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
Deep Optimisation: Multi-scale Evolution by Inducing and Searching in Deep Representations.
Proceedings of the Applications of Evolutionary Computation, 2021
2018
IEEE Trans. Evol. Comput., 2018
Personalized Multiobjective Optimization: An Analytics Perspective (Dagstuhl Seminar 18031).
Dagstuhl Reports, 2018
Deep Optimisation: Solving Combinatorial Optimisation Problems using Deep Neural Networks.
CoRR, 2018
2017
Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017
IEEE Trans. Comput. Intell. AI Games, 2017
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Proceedings of the Evolutionary Multi-Criterion Optimization, 2017
A New Reduced-Length Genetic Representation for Evolutionary Multiobjective Clustering.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2017
2016
Generating, Maintaining, and Exploiting Diversity in a Memetic Algorithm for Protein Structure Prediction.
Evol. Comput., 2016
Proceedings of the Unconventional Computation and Natural Computation, 2016
The Emergence of Cooperation in Public Goods Games on Randomly Growing Dynamic Networks.
Proceedings of the Applications of Evolutionary Computation - 19th European Conference, 2016
Simheuristics for the Multiobjective Nondeterministic Firefighter Problem in a Time-Constrained Setting.
Proceedings of the Applications of Evolutionary Computation - 19th European Conference, 2016
2015
Eur. J. Oper. Res., 2015
Dagstuhl Reports, 2015
MUSCLE: automated multi-objective evolutionary optimization of targeted LC-MS/MS analysis.
Bioinform., 2015
Using Machine Learning to Explore the Relevance of Local and Global Features During Conformational Search in Rosetta.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015
Proceedings of the Evolutionary Multi-Criterion Optimization, 2015
Proceedings of the Thirteenth European Conference Artificial Life, 2015
Proceedings of the Thirteenth European Conference Artificial Life, 2015
2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Proceedings of the Fourteenth International Conference on the Simulation and Synthesis of Living Systems, 2014
2013
Accuracy and tractability of a kriging model of intramolecular polarizable multipolar electrostatics and its application to histidine.
J. Comput. Chem., 2013
Evol. Comput., 2013
Proceedings of the IEEE International Conference on Systems, 2013
Comparing multi-objective and threshold-moving ROC curve generation for a prototype-based classifier.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
Proceedings of the Evolutionary Multi-Criterion Optimization, 2013
'Hang On a Minute': Investigations on the Effects of Delayed Objective Functions in Multiobjective Optimization.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2013
Proceedings of the 2013 IEEE Conference on Computational Inteligence in Games (CIG), 2013
Systematic construction of algorithm portfolios for a Maintenance Scheduling Problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
2012
Proceedings of the Handbook of Natural Computing, 2012
Dagstuhl Reports, 2012
Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
2011
Evolutionary Search in Lethal Environments.
Proceedings of the ECTA and FCTA 2011, 2011
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Proceedings of the Evolutionary Multi-Criterion Optimization, 2011
2010
Theor. Comput. Sci., 2010
Bioinform., 2010
On-Line Purchasing Strategies for an Evolutionary Algorithm Performing Resource-Constrained Optimization.
Proceedings of the Parallel Problem Solving from Nature, 2010
Proceedings of the Parallel Problem Solving from Nature, 2010
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
2009
IEEE Comput. Intell. Mag., 2009
Artefacts and biases affecting the evaluation of scoring functions on decoy sets for protein structure prediction.
Bioinform., 2009
Proceedings of the Evolutionary Multi-Criterion Optimization, 5th International Conference, 2009
Proceedings of the Hybrid and Robust Approaches to Multiobjective Optimization, 18.01., 2009
2008
Investigations into the Effect of Multiobjectivization in Protein Structure Prediction.
Proceedings of the Parallel Problem Solving from Nature, 2008
Proceedings of the Parallel Problem Solving from Nature, 2008
Proceedings of the Multiple Criteria Decision Making for Sustainable Energy and Transportation Systems, 2008
Proceedings of the Multiobjective Optimization, 2008
Proceedings of the Multiobjective Optimization, 2008
Proceedings of the Ant Colony Optimization and Swarm Intelligence, 2008
Proceedings of the Multiobjective Problem Solving from Nature, 2008
Modes of Problem Solving with Multiple Objectives: Implications for Interpreting the Pareto Set and for Decision Making.
Proceedings of the Multiobjective Problem Solving from Nature, 2008
2007
IEEE Trans. Evol. Comput., 2007
IEEE ACM Trans. Comput. Biol. Bioinform., 2007
Techniques for highly multiobjective optimisation: some nondominated points are better than others.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
Quantifying the Effects of Objective Space Dimension in Evolutionary Multiobjective Optimization.
Proceedings of the Evolutionary Multi-Criterion Optimization, 4th International Conference, 2007
2006
Proceedings of the Multi-Objective Machine Learning, 2006
ParEGO: a hybrid algorithm with on-line landscape approximation for expensive multiobjective optimization problems.
IEEE Trans. Evol. Comput., 2006
An Investigation of Representations and Operators for Evolutionary Data Clustering with a Variable Number of Clusters.
Proceedings of the Parallel Problem Solving from Nature, 2006
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the Genetic and Evolutionary Computation Conference, 2006
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
2005
Local search for the probabilistic traveling salesman problem: Correction to the 2-p-opt and 1-shift algorithms.
Eur. J. Oper. Res., 2005
A summary-attainment-surface plotting method for visualizing the performance of stochastic multiobjective optimizers.
Proceedings of the Fifth International Conference on Intelligent Systems Design and Applications (ISDA 2005), 2005
Proceedings of the Evolutionary Multi-Criterion Optimization, 2005
Proceedings of the Evolutionary Multi-Criterion Optimization, 2005
Proceedings of the IEEE Congress on Evolutionary Computation, 2005
Proceedings of the IEEE Congress on Evolutionary Computation, 2005
2004
Proceedings of the Parallel Problem Solving from Nature, 2004
Proceedings of the Metaheuristics for Multiobjective Optimisation, 2004
2003
IEEE Trans. Evol. Comput., 2003
On the Performance of Ant-based Clustering.
Proceedings of the Design and Application of Hybrid Intelligent Systems, 2003
Instance Generators and Test Suites for the Multiobjective Quadratic Assignment Problem.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2003
Proceedings of the Evolutionary Multi-Criterion Optimization, 2003
Proceedings of the IEEE Congress on Evolutionary Computation, 2003
Proceedings of the IEEE Congress on Evolutionary Computation, 2003
Proceedings of the Engineering Self-Organising Systems, 2003
2002
PhD thesis, 2002
Enumeration of Pareto optimal multi-criteria spanning trees - a proof of the incorrectness of Zhou and Gen's proposed algorithm.
Eur. J. Oper. Res., 2002
Proceedings of the Parallel Problem Solving from Nature, 2002
A Comparison of the Performance of Different Metaheuristics on the Timetabling Problem.
Proceedings of the Practice and Theory of Automated Timetabling IV, 2002
Towards Landscape Analyses to Inform the Design of Hybrid Local Search for the Multiobjective Quadratic Assignment Problem.
Proceedings of the Soft Computing Systems - Design, Management and Applications, 2002
Proceedings of the 2002 Congress on Evolutionary Computation, 2002
Proceedings of the Ant Algorithms, Third International Workshop, 2002
2001
Proceedings of the Evolutionary Multi-Criterion Optimization, 2001
A comparison of encodings and algorithms for multiobjective minimum spanning tree problems.
Proceedings of the 2001 Congress on Evolutionary Computation, 2001
2000
IEEE Trans. Evol. Comput., 2000
Evol. Comput., 2000
On the Assessment of Multiobjective Approaches to the Adaptive Distributed Database Management Problem.
Proceedings of the Parallel Problem Solving from Nature, 2000
Proceedings of the Parallel Problem Solving from Nature, 2000
Heuristics for Evolutionary Off-line Routing in Telecommunication Networks.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '00), 2000
Proceedings of the 2000 Congress on Evolutionary Computation, 2000
1999
The Pareto archived evolution strategy: a new baseline algorithm for Pareto multiobjective optimisation.
Proceedings of the 1999 Congress on Evolutionary Computation, 1999