L. Darrell Whitley
Orcid: 0000-0002-2752-6534Affiliations:
- Colorado State University, Department of Computer Science, Fort Collins, CO, USA
According to our database1,
L. Darrell Whitley
authored at least 246 papers
between 1987 and 2024.
Collaborative distances:
Collaborative distances:
Awards
ACM Fellow
ACM Fellow 2019, "For technical and professional leadership in the field of genetic and evolutionary computation".
Timeline
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Online presence:
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on orcid.org
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on dl.acm.org
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Bibliography
2024
ACM Trans. Evol. Learn. Optim., June, 2024
Stochastic Subnetwork Annealing: A Regularization Technique for Fine Tuning Pruned Subnetworks.
CoRR, 2024
Over Sampling Local Optima: Selection and Sampling Bias in Hybrid Genetic Algorithms.
Proceedings of the Parallel Problem Solving from Nature - PPSN XVIII, 2024
Satellite Resource Scheduling: Compaction Strategies for Genetic Algorithm Schedulers.
Proceedings of the Parallel Problem Solving from Nature - PPSN XVIII, 2024
Dancing to the State of the Art? - How Candidate Lists Influence LKH for Solving the Traveling Salesperson Problem.
Proceedings of the Parallel Problem Solving from Nature - PPSN XVIII, 2024
Proceedings of the Parallel Problem Solving from Nature - PPSN XVIII, 2024
Next Generation Genetic Algorithms - efficient crossover and local search and new results on crossover lattices.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2024
2023
Dagstuhl Reports, 2023
Interpretable Diversity Analysis: Visualizing Feature Representations in Low-Cost Ensembles.
Proceedings of the International Joint Conference on Neural Networks, 2023
Proceedings of the International Joint Conference on Neural Networks, 2023
Scheduling Multi-Resource Satellites using Genetic Algorithms and Permutation Based Representations.
Proceedings of the Genetic and Evolutionary Computation Conference, 2023
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
Sparse Mutation Decompositions: Fine Tuning Deep Neural Networks with Subspace Evolution.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
Proceedings of the Genetic and Evolutionary Computation Conference, 2023
Partition Crossover can Linearize Local Optima Lattices of k-bounded Pseudo-Boolean Functions.
Proceedings of the 17th ACM/SIGEVO Conference on Foundations of Genetic Algorithms, 2023
2022
Local optima organize into lattices under recombination: an example using the traveling salesman problem.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022
Iterated local search with perturbation based on variables interaction for pseudo-boolean optimization.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022
Exploring the decision and objective space of SAT constrained multi-objective problems.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022
Reducing the cost of partition crossover on large MAXSAT problems: the PX-preprocessor.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022
Prune and Tune Ensembles: Low-Cost Ensemble Learning with Sparse Independent Subnetworks.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
ACM Transactions on Evolutionary Learning and Optimization Inaugural Issue Editorial.
ACM Trans. Evol. Learn. Optim., 2021
Frontiers Artif. Intell., 2021
A Generator for Scalable SAT Constrained Multi-Objective Optimization Benchmark Problems.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021
Quadratization of gray coded representations, long path problems and needle functions.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
An efficient implementation of iterative partial transcription for the traveling salesman problem.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
2020
A New Generalized Partition Crossover for the Traveling Salesman Problem: Tunneling between Local Optima.
Evol. Comput., 2020
Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020
Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
2019
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
The massively parallel <i>mixing genetic algorithm</i> for the traveling salesman problem.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2019
A New Method for Identification of Recombining Components in the Generalized Partition Crossover.
Proceedings of the 8th Brazilian Conference on Intelligent Systems, 2019
2018
High-fidelity discrete modeling of the HPA axis: a study of regulatory plasticity in biology.
BMC Syst. Biol., 2018
Exploration and Exploitation Without Mutation: Solving the Jump Function in \varTheta (n) Time.
Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018
Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018
Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018
Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018
Proceedings of the Genetic and Evolutionary Computation Conference, 2018
Tunneling between plateaus: improving on a state-of-the-art MAXSAT solver using partition crossover.
Proceedings of the Genetic and Evolutionary Computation Conference, 2018
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018
2017
TSPmap, a tool making use of traveling salesperson problem solvers in the efficient and accurate construction of high-density genetic linkage maps.
BioData Min., 2017
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Improving an exact solver for the traveling salesman problem using partition crossover.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Building a better heuristic for the traveling salesman problem: combining edge assembly crossover and partition crossover.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Optimizing one million variable NK landscapes by hybridizing deterministic recombination and local search.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2017
Selecting Optimal Models Based on Efficiency and Robustness in Multi-valued Biological Networks.
Proceedings of the 17th IEEE International Conference on Bioinformatics and Bioengineering, 2017
2016
Evol. Comput., 2016
Proceedings of the Ninth Annual Symposium on Combinatorial Search, 2016
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016
Proceedings of the Genetic and Evolutionary Computation Conference, 2016
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2016
2015
CoRR, 2015
Blind No More: Constant TimeNon-Random Improving Moves and Exponentially Powerful Recombination.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015
Mk Landscapes, NK Landscapes, MAX-kSAT: A Proof that the Only Challenging Problems are Deceptive.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015
Proceedings of the Genetic and Evolutionary Computation Conference, 2015
Proceedings of the 2015 ACM Conference on Foundations of Genetic Algorithms XIII, Aberystwyth, United Kingdom, January 17, 2015
Proceedings of the Artificial Evolution, 2015
2014
Proceedings of the Theory and Principled Methods for the Design of Metaheuristics, 2014
Theor. Comput. Sci., 2014
Exact computation of the expectation surfaces for uniform crossover along with bit-flip mutation.
Theor. Comput. Sci., 2014
Proceedings of the Seventh IEEE International Conference on Software Testing, 2014
Blind no more: constant time non-random improving moves and exponentially powerful recombination.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
Proceedings of the Evolutionary Computation in Combinatorial Optimisation, 2014
2013
Fitness Function Distributions over Generalized Search Neighborhoods in the <i>q</i>-ary Hypercube.
Evol. Comput., 2013
Proceedings of the IEEE 24th International Symposium on Software Reliability Engineering, 2013
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
Greedy or Not? Best Improving versus First Improving Stochastic Local Search for MAXSAT.
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013
2012
Proceedings of the Handbook of Natural Computing, 2012
Computing the moments of k-bounded pseudo-Boolean functions over Hamming spheres of arbitrary radius in polynomial time.
Theor. Comput. Sci., 2012
Optimal security hardening on attack tree models of networks: a cost-benefit analysis.
Int. J. Inf. Sec., 2012
Appl. Soft Comput., 2012
Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012
Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012
Proceedings of the Learning and Intelligent Optimization - 6th International Conference, 2012
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
Constant time steepest descent local search with lookahead for NK-landscapes and MAX-kSAT.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
2011
IEEE Trans. Knowl. Data Eng., 2011
Theor. Comput. Sci., 2011
J. Oper. Res. Soc., 2011
Exploring privacy versus data quality trade-offs in anonymization techniques using multi-objective optimization.
J. Comput. Secur., 2011
A Methodology to Find the Elementary Landscape Decomposition of Combinatorial Optimization Problems.
Evol. Comput., 2011
CoRR, 2011
Exploiting Decomposability Using Recombination in Genetic Algorithms: An Exploratory Discussion.
Proceedings of the Search Based Software Engineering - Third International Symposium, 2011
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Proceedings of the Foundations of Genetic Algorithms, 11th International Workshop, 2011
Proceedings of the Theory of Randomized Search Heuristics: Foundations and Recent Developments., 2011
2010
IEEE Trans. Syst. Man Cybern. Part A, 2010
Real time stochastic scheduling in broadcast systems with decentralized data storage.
Real Time Syst., 2010
Proceedings of the Third Annual Symposium on Combinatorial Search, 2010
Proceedings of the Security and Privacy in Communication Networks, 2010
A Hybrid Genetic Algorithm for the Traveling Salesman Problem Using Generalized Partition Crossover.
Proceedings of the Parallel Problem Solving from Nature, 2010
Query m-Invariance: Preventing Query Disclosures in Continuous Location-Based Services.
Proceedings of the Eleventh International Conference on Mobile Data Management, 2010
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
Proceedings of the Data and Applications Security and Privacy XXIV, 2010
10361 Abstracts Collection and Executive Summary - Theory of Evolutionary Algorithms.
Proceedings of the Theory of Evolutionary Algorithms, 05.09. - 10.09.2010, 2010
2009
Proceedings of the Engineering Stochastic Local Search Algorithms. Designing, 2009
Proceedings of the Engineering Stochastic Local Search Algorithms. Designing, 2009
Proceedings of the Engineering Stochastic Local Search Algorithms. Designing, 2009
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
A polynomial time computation of the exact correlation structure of k-satisfiability landscapes.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
A multi-objective approach to data sharing with privacy constraints and preference based objectives.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
Proceedings of the EDBT 2009, 2009
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009
2008
Proceedings of the Evolutionary Computation in Practice, 2008
Proceedings of the Parallel Problem Solving from Nature, 2008
Optimizing Real-Time Ordered-Data Broadcasts in Pervasive Environments Using Evolution Strategy.
Proceedings of the Parallel Problem Solving from Nature, 2008
Proceedings of the 24th International Conference on Data Engineering, 2008
Proceedings of the Genetic and Evolutionary Computation Conference, 2008
Proceedings of the Genetic and Evolutionary Computation Conference, 2008
Proceedings of the Genetic and Evolutionary Computation Conference, 2008
Evolution strategy based optimization of on-demand dependent data broadcast scheduling.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008
Proceedings of the Computer Security, 2008
Proceedings of the EDBT 2008, 2008
2007
A note on the variance of rank-based selection strategies for genetic algorithms and genetic programming.
Genet. Program. Evolvable Mach., 2007
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
Differential evolution and non-separability: using selective pressure to focus search.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
Optimal security hardening using multi-objective optimization on attack tree models of networks.
Proceedings of the 2007 ACM Conference on Computer and Communications Security, 2007
Proceedings of the Seventeenth International Conference on Automated Planning and Scheduling, 2007
2006
Math. Comput. Model., 2006
J. Artif. Intell. Res., 2006
Deconstructing Nowicki and Smutnicki's <i>i</i>-TSAB tabu search algorithm for the job-shop scheduling problem.
Comput. Oper. Res., 2006
Proceedings of the Parallel Problem Solving from Nature, 2006
Proceedings of the Parallel Problem Solving from Nature, 2006
Alternative evolutionary algorithms for evolving programs: evolution strategies and steady state GP.
Proceedings of the Genetic and Evolutionary Computation Conference, 2006
Proceedings of the Genetic and Evolutionary Computation Conference, 2006
Proceedings of the Genetic and Evolutionary Computation Conference, 2006
Proceedings of the Genetic and Evolutionary Computation Conference, 2006
Proceedings of the Sixteenth International Conference on Automated Planning and Scheduling, 2006
Looking for Shortcuts: Infeasible Search Analysis for Oversubscribed Scheduling Problems.
Proceedings of the Sixteenth International Conference on Automated Planning and Scheduling, 2006
2005
Linking Search Space Structure, Run-Time Dynamics, and Problem Difficulty: A Step Toward Demystifying Tabu Search.
J. Artif. Intell. Res., 2005
Proceedings of the Genetic and Evolutionary Computation Conference, 2005
Proceedings of the Genetic and Evolutionary Computation Conference, 2005
Proceedings of the Genetic and Evolutionary Computation Conference, 2005
Proceedings of the Genetic and Evolutionary Computation Conference, 2005
Proceedings of the Foundations of Genetic Algorithms, 8th International Workshop, 2005
Dynamic power minimization during combinational circuit testing as a traveling salesman problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005
2004
J. Sched., 2004
Proceedings of the Genetic and Evolutionary Computation, 2004
Proceedings of the Genetic and Evolutionary Computation, 2004
Proceedings of the Genetic and Evolutionary Computation, 2004
Trading Places: How to Schedule More in a Multi-Resource Oversubscribed Scheduling Problem.
Proceedings of the Fourteenth International Conference on Automated Planning and Scheduling (ICAPS 2004), 2004
Proceedings of the Nineteenth National Conference on Artificial Intelligence, 2004
2003
Proceedings of the Genetic and Evolutionary Computation, 2003
2002
Augmented geophysical data interpretation through automated velocity picking in semblance velocity images.
Mach. Vis. Appl., 2002
Contrasting Structured and Random Permutation Flow-Shop Scheduling Problems: Search-Space Topology and Algorithm Performance.
INFORMS J. Comput., 2002
Proceedings of the Parallel Problem Solving from Nature, 2002
2001
Inf. Softw. Technol., 2001
2000
Functions as Permutations: Regarding No Free Lunch, Walsh Analysis and Summary Statistics.
Proceedings of the Parallel Problem Solving from Nature, 2000
Proceedings of the Parallel Problem Solving from Nature, 2000
A Comparison of Genetic Algorithms for the Dynamic Job Shop Scheduling Problem.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '00), 2000
A Hybrid Genetic Algorithm for the Quadratic Assignment Problem.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '00), 2000
Proceedings of the Sixth Workshop on Foundations of Genetic Algorithms, 2000
Dynamic Representations and Escaping Local Optima: Improving Genetic Algorithms and Local Search.
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on on Innovative Applications of Artificial Intelligence, July 30, 2000
1999
Polynomial Time Summary Statistics for a Generalization of MAXSAT.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 1999), 1999
Genetic Approach to Feature Selection for Ensemble Creation.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 1999), 1999
Proceedings of the 1999 Congress on Evolutionary Computation, 1999
Proceedings of the Sixteenth National Conference on Artificial Intelligence and Eleventh Conference on Innovative Applications of Artificial Intelligence, 1999
1998
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998
Proceedings of the Parallel Problem Solving from Nature, 1998
Proceedings of the Parallel Problem Solving from Nature, 1998
A Formal Language for Permutation Recombination Operators.
Proceedings of the Fifth Workshop on Foundations of Genetic Algorithms, 1998
Test Function Generators as Embedded Landscapes.
Proceedings of the Fifth Workshop on Foundations of Genetic Algorithms, 1998
Proceedings of the Fifteenth National Conference on Artificial Intelligence and Tenth Innovative Applications of Artificial Intelligence Conference, 1998
1997
Messy Genetic Algorithms for Subset Feature Selection.
Proceedings of the 7th International Conference on Genetic Algorithms, 1997
Bit Representations with a Twist.
Proceedings of the 7th International Conference on Genetic Algorithms, 1997
A Walsh Analysis of NK-Landscapes.
Proceedings of the 7th International Conference on Genetic Algorithms, 1997
Proceedings of the Evolutionary Computing, 1997
Proceedings of the Fourteenth National Conference on Artificial Intelligence and Ninth Innovative Applications of Artificial Intelligence Conference, 1997
1996
Proceedings of the Parallel Problem Solving from Nature, 1996
Nonlinearity, Hyperplane Ranking and the Simple Genetic Algorithm.
Proceedings of the 4th Workshop on Foundations of Genetic Algorithms. San Diego, 1996
Proceedings of the Third International Conference on Artificial Intelligence Planning Systems, 1996
1995
Test driving three 1995 genetic algorithms: New test functions and geometric matching.
J. Heuristics, 1995
Building Better Test Functions.
Proceedings of the 6th International Conference on Genetic Algorithms, 1995
Hyperplane Ranking in Simple Genetic Algorithms.
Proceedings of the 6th International Conference on Genetic Algorithms, 1995
Cellular Encoding Applied to Neurocontrol.
Proceedings of the 6th International Conference on Genetic Algorithms, 1995
A Programming Language for Artificial Development.
Proceedings of the Fourth Annual Conference on Evolutionary Programming, 1995
1994
Evol. Comput., 1994
Proceedings of the 1994 ACM Symposium on Applied Computing, 1994
Proceedings of the 1994 ACM Symposium on Applied Computing, 1994
Proceedings of the Parallel Problem Solving from Nature, 1994
Proceedings of the Parallel Problem Solving from Nature, 1994
Proceedings of the First IEEE Conference on Evolutionary Computation, 1994
Proceedings of the First IEEE Conference on Evolutionary Computation, 1994
Proceedings of the First IEEE Conference on Evolutionary Computation, 1994
Proceedings of the Third Workshop on Foundations of Genetic Algorithms. Estes Park, Colorado, USA, July 31, 1994
1993
Adding Learning to the Cellular Development of Neural Networks: Evolution and the Baldwin Effect.
Evol. Comput., 1993
Cellular Genetic Algorithms.
Proceedings of the 5th International Conference on Genetic Algorithms, 1993
Serial and Parallel Genetic Algorithms as Function Optimizers.
Proceedings of the 5th International Conference on Genetic Algorithms, 1993
1992
IEEE Trans. Software Eng., 1992
Ann. Math. Artif. Intell., 1992
Ann. Math. Artif. Intell., 1992
Genetic Operators, the Fitness Landscape and the Traveling Salesman Problem.
Proceedings of the Parallel Problem Solving from Nature 2, 1992
Dataflow Parallelism in Genetic Algorithms.
Proceedings of the Parallel Problem Solving from Nature 2, 1992
Proceedings of the Second Workshop on Foundations of Genetic Algorithms. Vail, 1992
Proceedings of the Second Workshop on Foundations of Genetic Algorithms. Vail, 1992
1991
Proceedings of the Second International Symposium on Software Reliability Engineering, 1991
Delta Coding: An Iterative Search Strategy for Genetic Algorithms.
Proceedings of the 4th International Conference on Genetic Algorithms, 1991
Genetic Reinforcement Learning with Multilayer Neural Networks.
Proceedings of the 4th International Conference on Genetic Algorithms, 1991
A Comparison of Genetic Sequencing Operators.
Proceedings of the 4th International Conference on Genetic Algorithms, 1991
The Only Challenging Problems Are Deceptive: Global Search by Solving Order-1 Hyperplanes.
Proceedings of the 4th International Conference on Genetic Algorithms, 1991
1990
Parallel Comput., 1990
Proceedings of the Parallel Problem Solving from Nature, 1st Workshop, 1990
Proceedings of the 23rd Annual Workshop and Symposium on Microprogramming and Microarchitecture, 1990
Proceedings of the First Workshop on Foundations of Genetic Algorithms. Bloomington Campus, 1990
Proceedings of the 28th Annual Southeast Regional Conference, 1990
1989
Scheduling Problems and Traveling Salesmen: The Genetic Edge Recombination Operator.
Proceedings of the 3rd International Conference on Genetic Algorithms, 1989
Optimizing Neural Networks Using FasterMore Accurate Genetic Search.
Proceedings of the 3rd International Conference on Genetic Algorithms, 1989
The GENITOR Algorithm and Selection Pressure: Why Rank-Based Allocation of Reproductive Trials is Best.
Proceedings of the 3rd International Conference on Genetic Algorithms, 1989
1987
Using Reproductive Evaluation to Improve Genetic Search and Heuristic Discovery.
Proceedings of the 2nd International Conference on Genetic Algorithms, 1987