Co-evolving parasites improve simulated evolution as an optimization procedure
CNLS '89 Proceedings of the ninth annual international conference of the Center for Nonlinear Studies on Self-organizing, Collective, and Cooperative Phenomena in Natural and Artificial Computing Networks on Emergent computation
Protean behavior in dynamic games: arguments for the co-evolution of pursuit-evasion tactics
SAB94 Proceedings of the third international conference on Simulation of adaptive behavior : from animals to animats 3: from animals to animats 3
Artificial Life
Coevolutionary search among adversaries
Coevolutionary search among adversaries
Co-Evolution in the Successful Learning of Backgammon Strategy
Machine Learning
Evolution of complexity in real-world domains
Evolution of complexity in real-world domains
An analysis of cooperative coevolutionary algorithms
An analysis of cooperative coevolutionary algorithms
Solution concepts in coevolutionary algorithms
Solution concepts in coevolutionary algorithms
Cooperative Coevolution: An Architecture for Evolving Coadapted Subcomponents
Evolutionary Computation
Ideal Evaluation from Coevolution
Evolutionary Computation
Analyzing cooperative coevolution with evolutionary game theory
CEC '02 Proceedings of the Evolutionary Computation on 2002. CEC '02. Proceedings of the 2002 Congress - Volume 02
Forming neural networks through efficient and adaptive coevolution
Evolutionary Computation
Evolutionary consequences of coevolving targets
Evolutionary Computation
Competitive coevolution through evolutionary complexification
Journal of Artificial Intelligence Research
A game-theoretic memory mechanism for coevolution
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartI
Exploring the explorative advantage of the cooperative coevolutionary (1+1) EA
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartI
Theory of coevolutionary genetic algorithms
ISPA'03 Proceedings of the 2003 international conference on Parallel and distributed processing and applications
Resource sharing and coevolution in evolving cellular automata
IEEE Transactions on Evolutionary Computation
Monotonic solution concepts in coevolution
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
DECA: dimension extracting coevolutionary algorithm
Proceedings of the 8th annual conference on Genetic and evolutionary computation
The parallel Nash Memory for asymmetric games
Proceedings of the 8th annual conference on Genetic and evolutionary computation
A Monotonic Archive for Pareto-Coevolution
Evolutionary Computation
Proceedings of the 9th annual conference on Genetic and evolutionary computation
A comparison of evaluation methods in coevolution
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Acquiring evolvability through adaptive representations
Proceedings of the 9th annual conference on Genetic and evolutionary computation
A no-free-lunch framework for coevolution
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Evolving strategy for a probabilistic game of imperfect information using genetic programming
Genetic Programming and Evolvable Machines
New Approaches to Coevolutionary Worst-Case Optimization
Proceedings of the 10th international conference on Parallel Problem Solving from Nature: PPSN X
Unbiased coevolutionary solution concepts
Proceedings of the tenth ACM SIGEVO workshop on Foundations of genetic algorithms
Monotonicity versus performance in co-optimization
Proceedings of the tenth ACM SIGEVO workshop on Foundations of genetic algorithms
Why Coevolution Doesn't "Work": Superiority and Progress in Coevolution
EuroGP '09 Proceedings of the 12th European Conference on Genetic Programming
Coevolutionary temporal difference learning for Othello
CIG'09 Proceedings of the 5th international conference on Computational Intelligence and Games
On the practicality of optimal output mechanisms for co-optimization algorithms
Proceedings of the 11th workshop proceedings on Foundations of genetic algorithms
Evolving small-board Go players using coevolutionary temporal difference learning with archives
International Journal of Applied Mathematics and Computer Science
Improving coevolution by random sampling
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Shaping fitness function for evolutionary learning of game strategies
Proceedings of the 15th annual conference on Genetic and evolutionary computation
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Coevolution can be used to adaptively choose the tests used for evaluating candidate solutions. A long-standing question is how this dynamic setup may be organized to yield reliable search methods. Reliability can only be considered in connection with a particular solution concept specifying what constitutes a solution. Recently, monotonic coevolution algorithms have been proposed for several solution concepts. Here, we introduce a new algorithm that guarantees monotonicity for the solution concept of maximizing the expected utility of a candidate solution. The method, called MaxSolve, is compared to the IPCA algorithm and found to perform more efficiently for a range of parameter values on an abstract test problem.