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AuthorNachol Chaiyaratana
TitleThe Use of neural networks and evolutionary computation in time-optimal control / Nachol Chaiyaratana = การใช้งานโครงข่ายนิวรัลประดิษฐ์และการคำนวณเชิงพันธุกรรมในการควบคุมการเคลื่อนที่โดยใช้เวลาน้อยที่สุด / ณชล ไชยรัตนะ
Imprint Bangkok : Thailand Research Fund, 2001
Descript ix, 164 leaves : ill. ; 30 cm

CONTENT

Network architecture: Single-layer feed-forward network ; Multilayer feed-forward network ; Recurrent network ; Network with a Lattice network -- Learning process: Reinforecment learning ; Unsupervised learning -- Genetic algorithms: Chromsome coding ; Fitness evaluation ; Fitness selection ; Crossover ; Mutation ; Schema theorem ; Additonal genetic operators ; Evolutionary algorithm ; Genetic programming ; Neuro-genetic based hybrid frameworks -- Time-optimal control application -- Task hybridisa framework and time-optimal control algorithm -- Hybridisation of neural network and a genetic algorithm for time-optimal control


Neural networks (Computer science) Evolutionary computation

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