Applications of Nature-Inspired Computing and Optimization Techniques

Gebonden Engels 2024 9780323957687
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Advances in Computers, Volume 135 highlights advances in the field, with this new volume, Applications of Nature-inspired Computing and Optimization Techniques presenting interesting chapters on a variety of timely topics, including A Brief Introduction to Nature-inspired Computing, Optimization and Applications, Overview of Non-linear Interval Optimization Problems, Solving the Aircraft Landing Problem using the Bee Colony Optimization (BCO) Algorithm, Situation-based Genetic Network Programming to Solve Agent Control Problems, Small Signal Stability Enhancement of Large Interconnected Power System using Grasshopper Optimization Algorithm Tuned Power System Stabilizer, Air Quality Modelling for Smart Cities of India by Nature Inspired AI – A Sustainable Approach, and much more.

Other sections cover Genetic Algorithm for the Optimization of Infectiological Parameter Values under Different Nutritional Status, A Novel Influencer Mutation Strategy for Nature-inspired Optimization Algorithms to Solve Electricity Price Forecasting Problem, Recent Trends in Human and Bio Inspired Computing: Use Case Study from Retail Perspective, Domain Knowledge Enriched Summarization of Legal Judgment Documents via Grey Wolf Optimization, and a host of other topics.

Specificaties

ISBN13:9780323957687
Taal:Engels
Bindwijze:Gebonden

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Inhoudsopgave

1. A Brief Introduction to Nature-inspired Computing, Optimization and Applications<br>Anupam Biswas<br>2. Overview of Non-linear Interval Optimization Problems<br>Vinay Yadav<br>3. Solving the Aircraft Landing Problem using the Bee Colony Optimization (BCO) Algorithm<br>Miloš Nikolić, Dusan Teodorovic and Jasenka Rakas<br>4. Situation-based Genetic Network Programming to Solve Agent Control Problems<br>Mohamad Roshanzamira<br>5. Small Signal Stability Enhancement of Large Interconnected Power System using Grasshopper Optimization Algorithm Tuned Power System Stabilizer<br>Prasenjit Dey<br>6. Air Quality Modelling for Smart Cities of India by Nature Inspired AI – A Sustainable Approach<br>Nishant Raj Kapoor<br>7. Genetic Algorithm for the Optimization of Infectiological Parameter Values under Different Nutritional Status<br>Zakir Hussain<br>8. A Novel Influencer Mutation Strategy for Nature-inspired Optimization Algorithms to Solve Electricity Price Forecasting Problem<br>Priyanka Singh and Rahul Kottath<br>9. Recent Trends in Human and Bio Inspired Computing: Use Case Study from Retail Perspective<br>Karthikeyan Vaiapury<br>10. Domain Knowledge Enriched Summarization of Legal Judgment Documents via Grey Wolf Optimization<br>Deepali Jain, Malaya Dutta Borah and Anupam Biswas<br>11. Bio-Intelligent computing and optimization techniques for developing computerized solutions<br>Mamatha Gs<br>12. Optimizing the Feature Selection Methods using a Novel Approach Inspired by the TLBO Algorithm for Student Performance Prediction<br>Suja Jayachandran<br>13. Applying Evolutionary Methods for the Optimization of an Intrusion Detection System to Detect Anomalies in Network Traffic Flows<br>A.M. Mora<br>14. Modified Grey Wolf Optimization in user scheduling and antenna selection in MU-MIMO Uplink System<br>Prabina Pattanayak<br>15. Spectral Efficiency Optimization by the Application of Metaheuristic Optimization Techniques<br>Prabina Pattanayak<br>16. An effective Genetic Algorithm for Solving Traveling Salesman Problem with Group Theory<br>Rahul Chandra Kushwaha<br>17. Adaptation of Nature Inspired Optimization Algorithms for Deep Learning<br>Yeshwant Singh<br>18. Long Short-Term Memory Tuning by Enhanced Harris Hawks Optimization Algorithm for Crude Oil Price Forecasting<br>Nebojsa Bacanin<br>19. Artificial Neural Network Optimized with PSO to Estimate the Interfacial Properties between FRP and Concrete Surface<br>Aman Kumar<br>20. Discovering the Characteristic Set of Metaheuristic Algorithm to Adapt with ANFIS Model<br>Shirmohammad Tavangari

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        Applications of Nature-Inspired Computing and Optimization Techniques