Fouad Bennis,
Rajib Kumar Bhattacharjya
Nature-Inspired Methods for Metaheuristics Optimization
Algorithms and Applications in Science and Engineering
Gebonden Engels 2020 9783030264574Levertijd ongeveer 9 werkdagen
Gratis verzonden
Samenvatting
This book gathers together a set of chapters covering recent development in optimization methods that are inspired by nature. The first group of chapters describes in detail different meta-heuristic algorithms, and shows their applicability using some test or real-world problems. The second part of the book is especially focused on advanced applications and case studies. They span different engineering fields, including mechanical, electrical and civil engineering, and earth/environmental science, and covers topics such as robotics, water management, process optimization, among others. The book covers both basic concepts and advanced issues, offering a timely introduction to nature-inspired optimization method for newcomers and students, and a source of inspiration as well as important practical insights to engineers and researchers.
Specificaties
ISBN13:9783030264574
Taal:Engels
Bindwijze:gebonden
Uitgever:Springer International Publishing
Lezersrecensies
Wees de eerste die een lezersrecensie schrijft!
Inhoudsopgave
Part I: Algorithms
Chapter 1: Genetic algorithms: A mature bio-inspired optimization technique for difficult problems.
Konstantinos L. Katsifarakis and Yiannis N. Kontos
Chapter 2: Introduction to Genetic Algorithm with a Simple Analogy
Arup Kumar Sarma
Chapter 3: Interactive genetic algorithm to collect user perceptions. Application to the design of stemmed glasses
Poirson, E., Petiot, J.-F. and Blumenthal, D.
Chapter 4: Differential Evolution and its application in Identification of Virus Release Location in a Sewer Line
Rajeev Gandhi B.G. and R. K. Bhattacharjya
Chapter 5: Artificial Bee Colony Algorithm and An Application to Software Defect Prediction
Rustu Akay and Bahriye Akay
Chapter 6: Firefly Algorithm and its Applications in Engineering Optimization
Dilip Kumar, Rajeev Gandhi B.G. and Rajib Kumar Bhattacharjya
Chapter 7: Introduction to Shuffled Frog Leaping Algorithm and its Sensitivity to the Parameters of the Algorithm
Rajeev Gandhi B.G. and R.K. Bhattacharjya
Chapter 8: Groundwater Management using Coupled Analytic Element based Transient Groundwater Flow and Optimization Model
Komal Kumari and Anirban Dhar
Chapter 9: Investigation of Bacterial Foraging Algorithm applied for PV parameter estimation, Selective harmonic elimination in inverters and optimal power flow for stability
J.Prasanth Ram and N.Rajasekar
Chapter 10: Application of artificial immune system in Optimal Design of Irrigation Canal
Sirajul Islam and Bipul Talukdar
Chapter 11: Biogeography Based Optimization for Water Pump Switching Problem
Vimal Savsani, Vivek Patel and Mohamed Tawhid
Chapter 12: Introduction to Invasive Weed Optimization Method
Dilip Kumar, Rajeev Gandhi BG and Rajib Kumar Bhattacharjya
Chapter 13: Single-Level Production Planning in Petrochemical Industries using Novel Computational Intelligence Algorithms
Sandeep Singh Chauhanm and Prakash Kotecha
Chapter 14: A Multi-Agent platform to support knowledge based modelling in engineering Design
Ricardo Mejía-Gutiérrez and Xavier Fischer
Part II: Applications
Chapter 15: Synthesis of reference trajectories for humanoid robot supported by genetic algorithm
Teresa Zielinska
Chapter 16: Linked Simulation Optimization Model for Evaluation of Optimal Bank Protection Measures.
Hriday Mani Kalita, Rajib Kumar Bhattacharjya and Arup Kumar Sarma
Chapter 17: A GA Based Iterative Model for Identification of Unknown Groundwater Pollution Sources Considering Noisy Data
Leichombam Sophia and Rajib Kumar Bhattacharjya
Chapter 18: Efficiency of Binary Coded Genetic Algorithm in Stability Analysis of an Earthen Slope
Rajib Kumar Bhattacharjya
Chapter 19: Corridor allocation as a constrained optimization problem using a permutation-based multi-objective genetic algorithm
Zahnupriya Kalita· and Dilip Datta
Chapter 20: The constrained single-row facility layout problem with repairing mechanisms
Zahnupriya Kalita and Dilip Datta
Chapter 21: Geometric size optimization of annular step fin array for heat transfer by natural convection
Abhijit Deka·and Dilip Datta
Chapter 22: Optimal control of saltwater intrusion in coastal aquifers using analytical approximation based on density dependent flow correction
Selva B. Munusamy and Anirban Dhar
Chapter 23: Dynamic Nonlinear Active Noise Control: A Multi-Objective Evolutionary Computing Approach
Apoorv P. Patwardhan, Rohan Patidar and Nithin V. George
Chapter 24: Scheduling of Jobs on Dissimilar Parallel Machine using Computational Intelligence Algorithms
Remya Kommadath and Prakash Kotecha
Chapter 25: Branch-and-Bound Method for Just-in-Time Optimization of Radar Search Patterns
Yann Briheche, Frederic Barbaresco, Fouad Bennis and Damien Chablat
Chapter 26: Optimization of the GIS based DRASTIC model for Groundwater Vulnerability Assessment
Sahajpreet Kaur Garewal, Avinash D. Vasudeo and Aniruddha D Ghare
Chapter 1: Genetic algorithms: A mature bio-inspired optimization technique for difficult problems.
Konstantinos L. Katsifarakis and Yiannis N. Kontos
Chapter 2: Introduction to Genetic Algorithm with a Simple Analogy
Arup Kumar Sarma
Chapter 3: Interactive genetic algorithm to collect user perceptions. Application to the design of stemmed glasses
Poirson, E., Petiot, J.-F. and Blumenthal, D.
Chapter 4: Differential Evolution and its application in Identification of Virus Release Location in a Sewer Line
Rajeev Gandhi B.G. and R. K. Bhattacharjya
Chapter 5: Artificial Bee Colony Algorithm and An Application to Software Defect Prediction
Rustu Akay and Bahriye Akay
Chapter 6: Firefly Algorithm and its Applications in Engineering Optimization
Dilip Kumar, Rajeev Gandhi B.G. and Rajib Kumar Bhattacharjya
Chapter 7: Introduction to Shuffled Frog Leaping Algorithm and its Sensitivity to the Parameters of the Algorithm
Rajeev Gandhi B.G. and R.K. Bhattacharjya
Chapter 8: Groundwater Management using Coupled Analytic Element based Transient Groundwater Flow and Optimization Model
Komal Kumari and Anirban Dhar
Chapter 9: Investigation of Bacterial Foraging Algorithm applied for PV parameter estimation, Selective harmonic elimination in inverters and optimal power flow for stability
J.Prasanth Ram and N.Rajasekar
Chapter 10: Application of artificial immune system in Optimal Design of Irrigation Canal
Sirajul Islam and Bipul Talukdar
Chapter 11: Biogeography Based Optimization for Water Pump Switching Problem
Vimal Savsani, Vivek Patel and Mohamed Tawhid
Chapter 12: Introduction to Invasive Weed Optimization Method
Dilip Kumar, Rajeev Gandhi BG and Rajib Kumar Bhattacharjya
Chapter 13: Single-Level Production Planning in Petrochemical Industries using Novel Computational Intelligence Algorithms
Sandeep Singh Chauhanm and Prakash Kotecha
Chapter 14: A Multi-Agent platform to support knowledge based modelling in engineering Design
Ricardo Mejía-Gutiérrez and Xavier Fischer
Part II: Applications
Chapter 15: Synthesis of reference trajectories for humanoid robot supported by genetic algorithm
Teresa Zielinska
Chapter 16: Linked Simulation Optimization Model for Evaluation of Optimal Bank Protection Measures.
Hriday Mani Kalita, Rajib Kumar Bhattacharjya and Arup Kumar Sarma
Chapter 17: A GA Based Iterative Model for Identification of Unknown Groundwater Pollution Sources Considering Noisy Data
Leichombam Sophia and Rajib Kumar Bhattacharjya
Chapter 18: Efficiency of Binary Coded Genetic Algorithm in Stability Analysis of an Earthen Slope
Rajib Kumar Bhattacharjya
Chapter 19: Corridor allocation as a constrained optimization problem using a permutation-based multi-objective genetic algorithm
Zahnupriya Kalita· and Dilip Datta
Chapter 20: The constrained single-row facility layout problem with repairing mechanisms
Zahnupriya Kalita and Dilip Datta
Chapter 21: Geometric size optimization of annular step fin array for heat transfer by natural convection
Abhijit Deka·and Dilip Datta
Chapter 22: Optimal control of saltwater intrusion in coastal aquifers using analytical approximation based on density dependent flow correction
Selva B. Munusamy and Anirban Dhar
Chapter 23: Dynamic Nonlinear Active Noise Control: A Multi-Objective Evolutionary Computing Approach
Apoorv P. Patwardhan, Rohan Patidar and Nithin V. George
Chapter 24: Scheduling of Jobs on Dissimilar Parallel Machine using Computational Intelligence Algorithms
Remya Kommadath and Prakash Kotecha
Chapter 25: Branch-and-Bound Method for Just-in-Time Optimization of Radar Search Patterns
Yann Briheche, Frederic Barbaresco, Fouad Bennis and Damien Chablat
Chapter 26: Optimization of the GIS based DRASTIC model for Groundwater Vulnerability Assessment
Sahajpreet Kaur Garewal, Avinash D. Vasudeo and Aniruddha D Ghare
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