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Focus on artificial neural networks

Focus on artificial neural networks
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10022755 Access this eBook online Ebook for Applied Information Technology   GUtech Library . . Available .  
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ISBN 9781619421004
9781613242858
Author Flores, John A.
Title Focus on artificial neural networks
Description 1 online resource (426 pages)
Contents FOCUS ON ARTIFICIAL NEURAL NETWORKS -- FOCUS ON ARTIFICIAL NEURAL NETWORKS -- CONTENTS -- PREFACE -- APPLICATION OF ARTIFICIAL NEURAL NETWORKS (ANNS) IN DEVELOPMENT OF PHARMACEUTICAL MICROEMULSIONS -- 1. INTRODUCTION -- 2. ARTIFICIAL NEURAL NETWORKS (ANNS) -- 3. MICROEMULSIONS -- 4. APPLICATION OF ANNS IN THE DEVELOPMENT OF MICROEMULSION DRUG DELIVERY SYSTEMS -- 4.1. Prediction of Phase Behaviour -- 4.1.1. The influence of ANNs type/architecture -- 4.2. Screening of the Microemulsion Constituents -- 4.3. Prediction of Structural Features of Microemulsions -- 5. CONCLUSION -- Symbols and Terminologies -- REFERENCES -- INVESTGATIONS OF APPLICATION OF ARTIFICIAL NEURAL NETWORK FOR FLOW SHOP SCHEDULING PROBLEMS -- ABSTRACT -- 1.0 INTRODUCTION -- 1.1. Flow Shop Scheduling -- 1.2. Methodologies used In Flow shop Scheduling -- 2.0. ANN APPROACH FOR SCHEDULING A BICRITERION FLOW SHOP -- 2.1. Problem Description -- 2.2. Architecture of the Proposed System -- 2.2.1. Initial learning stage -- 2.2.2. Implementation stage -- 2.3. Bidirectional Neural Network Structure -- 2.4. An Illustration -- 2.5. Results and Discussions -- 3.0. ANN APPROACH FOR SCHEDULING A MULTI CRITERION FLOW SHOP -- 3.1. Illustration -- 3.2. Results and Discussions -- 4.0. A HYBRID NEURAL NETWORK-META HEURISTIC APPROACH FOR PERMUTATION FLOW SHOP SCHEDULING -- 4.1. Introduction -- 4.2. Architecture of the ANN -- 4.3. Methodology -- 4.4. Results and Discussion -- 4.4.1. Suliman's heuristic -- 4.4.2. Genetic algorithm -- Generation of initial population -- 4.4.3. Simulated annealing -- 4.5. Results and Discussions -- 4.6. Inferences -- 5.0. CONCLUSIONS AND FUTURE DIRECTIONS -- REFERENCES -- ARTIFICIAL NEURAL NETWORKS IN ENVIRONMENTAL SCIENCES AND CHEMICAL ENGINEERING -- ABSTRACT -- INTRODUCTION -- BRIEF DESCRIPTION OF ANN -- LITERATURE REVIEW -- ENVIRONMENTAL SCIENCES.
Subject Artificial intelligence
Neural networks (Computer science)
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