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A differential memetic algorithm
Artificial Intelligence Review, 2012Memetic algorithms have been devised to rectify the absence of a local search mechanism in evolutionary algorithms. This paper proposes a differential memetic algorithm (DMA). To this end, first we propose a differential bidirectional random search as a local search algorithm.
Mohammad-Taghi Vakil-Baghmisheh +1 more
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IEEE Transactions on Evolutionary Computation, 2016
Computers and artificial intelligence play a key role in the production of artwork through the designing of synthetic agents that are able to reproduce the capabilities of human artists in assembling high-quality artefacts such as paintings and sculptures. In this context, music composition represents one of the art disciplines that can greatly benefit
Enrique Muñoz Ballester +3 more
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Computers and artificial intelligence play a key role in the production of artwork through the designing of synthetic agents that are able to reproduce the capabilities of human artists in assembling high-quality artefacts such as paintings and sculptures. In this context, music composition represents one of the art disciplines that can greatly benefit
Enrique Muñoz Ballester +3 more
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Memetic algorithms for timetabling
The 2003 Congress on Evolutionary Computation, 2003. CEC '03., 2004Course timetabling problems are real world constraint optimization problems that are often coped with educational institutions, such as universities or high schools. In this paper, we present a variety of new operators that can be also applied in evolutionary algorithms for other timetabling problems, such as, exam timetabling.
Alpay Alkan, Ender Özcan
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Handbook of Memetic Algorithms
2012Memetic Algorithms (MAs) are computational intelligence structures combining multiple and various operators in order to address optimization problems. The combination and interaction amongst operators evolves and promotes the diffusion of the most successful units and generates an algorithmic behavior which can handle complex objective functions and ...
Neri, Ferrante +2 more
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1994
A formal, representation-independent form of a memetic algorithm—a genetic algorithm incorporating local search—is introduced. A generalised form of N-point crossover is defined together with representation-independentpatching and hill-climbing operators.
Nicholas J. Radcliffe, Patrick D. Surry
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A formal, representation-independent form of a memetic algorithm—a genetic algorithm incorporating local search—is introduced. A generalised form of N-point crossover is defined together with representation-independentpatching and hill-climbing operators.
Nicholas J. Radcliffe, Patrick D. Surry
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Memetics and Evolutionary Economics
Economic Complexity and Evolution, 2021semanticscholar +1 more source
Adaptive Cellular Memetic Algorithms
Evolutionary Computation, 2009A cellular genetic algorithm (CGA) is a decentralized form of GA where individuals in a population are usually arranged in a 2D grid and interactions among individuals are restricted to a set neighborhood. In this paper, we extend the notion of cellularity to memetic algorithms (MA), a configuration termed cellular memetic algorithm (CMA). In addition,
Quang Huy Nguyen 0001 +3 more
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Darwinizing culture : the status of memetics as a science
, 2001R. Aunger, D. Dennett
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Minimal memetics and the Evolution of Patented Technology
, 2013M. Bedau
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