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Parity benchmark information


Parity problems are widely used as benchmark problems in genetic programming but inherited from the artificial neural network community. Parity is calculated by summing all the binary inputs and reporting if the sum is odd or even. This is considered difficult because:

  1. a very simple artificial neural network cannot solve it, and
  2. all inputs need to be considered and a change to any one of them changes the answer.

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Parity benchmark

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Parity problems are widely used as benchmark problems in genetic programming but inherited from the artificial neural network community. Parity is calculated...

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Purchasing power parity

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Purchasing power parity (PPP) is a measure of the price of specific goods in different countries and is used to compare the absolute purchasing power of...

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Standard RAID levels

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disks") configurations that employ the techniques of striping, mirroring, or parity to create large reliable data stores from multiple general-purpose computer...

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Global Gender Gap Report

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Score Card: … To calculate the Index, all ratios were truncated at the parity benchmark of 1 and thus the highest score possible is 1. GGGR 2018, p. 6; Table...

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Parity plot

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A parity plot is a scatterplot that compares a set of results from a computational model against benchmark data. Each point has coordinates (x, y), where...

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Genetic algorithm

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Chen, Yi; Liu, Qunfeng; Li, Yun (2019). "Benchmarks for Evaluating Optimization Algorithms and Benchmarking MATLAB Derivative-Free Optimizers for Practitioners'...

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Particle swarm optimization

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dimensions in the search space, which happened to be the optimum of the benchmark problems considered. This bias was because of a programming error, and...

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Genetic programming

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genetic programming Linear genetic programming Grammatical evolution Multi expression programming Genetic Improvement Schema Eurisko Parity benchmark v t e...

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Export parity price

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exported, the EPP is determined by considering the Import Parity Price or International Benchmark Price of the commodity and other trade factors. The EPP...

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Risk parity

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Risk parity (or risk premia parity) is an approach to investment management which focuses on allocation of risk, usually defined as volatility, rather...

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Differential evolution

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genetic programming Linear genetic programming Grammatical evolution Multi expression programming Genetic Improvement Schema Eurisko Parity benchmark v t e...

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Evolutionary computation

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|journal= (help) Kudela, Jakub (December 12, 2022). "A critical problem in benchmarking and analysis of evolutionary computation methods". Nature Machine Intelligence...

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Evolution strategy

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genetic programming Linear genetic programming Grammatical evolution Multi expression programming Genetic Improvement Schema Eurisko Parity benchmark v t e...

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Evolutionary algorithm

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genetic programming Linear genetic programming Grammatical evolution Multi expression programming Genetic Improvement Schema Eurisko Parity benchmark v t e...

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Eurisko

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genetic programming Linear genetic programming Grammatical evolution Multi expression programming Genetic Improvement Schema Eurisko Parity benchmark v t e...

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Genetic fuzzy systems

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genetic programming Linear genetic programming Grammatical evolution Multi expression programming Genetic Improvement Schema Eurisko Parity benchmark v t e...

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Linear genetic programming

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genetic programming Linear genetic programming Grammatical evolution Multi expression programming Genetic Improvement Schema Eurisko Parity benchmark v t e...

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Outline of machine learning

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PROGOL PSIPRED Pachinko allocation PageRank Parallel metaheuristic Parity benchmark Part-of-speech tagging Particle swarm optimization Path dependence...

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International dollar

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purchasing power parity and gross domestic product of various countries and markets. The year 1990 or 2000 is often used as a benchmark year for comparisons...

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Evolutionary multimodal optimization

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genetic programming Linear genetic programming Grammatical evolution Multi expression programming Genetic Improvement Schema Eurisko Parity benchmark v t e...

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Memetic algorithm

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genetic programming Linear genetic programming Grammatical evolution Multi expression programming Genetic Improvement Schema Eurisko Parity benchmark v t e...

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Natural evolution strategy

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genetic programming Linear genetic programming Grammatical evolution Multi expression programming Genetic Improvement Schema Eurisko Parity benchmark v t e...

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Grammatical evolution

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genetic programming Linear genetic programming Grammatical evolution Multi expression programming Genetic Improvement Schema Eurisko Parity benchmark v t e...

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Cultural algorithm

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genetic programming Linear genetic programming Grammatical evolution Multi expression programming Genetic Improvement Schema Eurisko Parity benchmark v t e...

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