Swagatam Das - Böcker
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78 produkter
78 produkter
Statistical Methods and Analyses for Optimization Algorithms and Artificial Intelligence
An Intuitive Guide and Practical Steps of Learning from Data
Häftad, Engelska, 2026
502 kr
Skickas inom 5-8 vardagar
Del 31 - Emergence, Complexity and Computation
Metaheuristic Approach to Protein Structure Prediction
Algorithms and Insights from Fitness Landscape Analysis
Häftad, Engelska, 2018
1 064 kr
Skickas inom 10-15 vardagar
This book introduces characteristic features of the protein structure prediction (PSP) problem. It focuses on systematic selection and improvement of the most appropriate metaheuristic algorithm to solve the problem based on a fitness landscape analysis, rather than on the nature of the problem, which was the focus of methodologies in the past. Protein structure prediction is concerned with the question of how to determine the three-dimensional structure of a protein from its primary sequence. Recently a number of successful metaheuristic algorithms have been developed to determine the native structure, which plays an important role in medicine, drug design, and disease prediction.This interdisciplinary book consolidates the concepts most relevant to protein structure prediction (PSP) through global non-convex optimization. It is intended for graduate students from fields such as computer science, engineering, bioinformatics and as a reference for researchers and practitioners.
535 kr
Skickas inom 10-15 vardagar
This volume constitutes the thoroughly refereed post-conference proceedings of the 7th International Conference on Swarm, Evolutionary, and Memetic Computing, SEMCCO 2019, and 5th International Conference on Fuzzy and Neural Computing, FANCCO 2019, held in Maribor, Slovenia, in July 2019.
Del 1 - Artificial Intelligence-Enhanced Software and Systems Engineering
Meta Heuristic Techniques in Software Engineering and Its Applications
METASOFT 2022
Inbunden, Engelska, 2022
1 624 kr
Skickas inom 10-15 vardagar
This book discusses an integration of machine learning with metaheuristic techniques that provide more robust and efficient ways to address traditional optimization problems. The discussed metaheuristic algorithms include genetic algorithms, simulated annealing, ant algorithms, bee algorithms and particle swarm optimization.
Del 1 - Artificial Intelligence-Enhanced Software and Systems Engineering
Meta Heuristic Techniques in Software Engineering and Its Applications
METASOFT 2022
Häftad, Engelska, 2023
1 624 kr
Skickas inom 10-15 vardagar
This book discusses an integration of machine learning with metaheuristic techniques that provide more robust and efficient ways to address traditional optimization problems. The discussed metaheuristic algorithms include genetic algorithms, simulated annealing, ant algorithms, bee algorithms and particle swarm optimization.
Del 50 - Emergence, Complexity and Computation
Into a Deeper Understanding of Evolutionary Computing: Exploration, Exploitation, and Parameter Control
Volume 1
Inbunden, Engelska, 2024
1 947 kr
Skickas inom 7-10 vardagar
This book delves into fundamental and advanced strategies for enhancing evolutionary and metaheuristic algorithms, focusing on the crucial balance between exploration and exploitation in search mechanisms.
Del 50 - Emergence, Complexity and Computation
Into a Deeper Understanding of Evolutionary Computing: Exploration, Exploitation, and Parameter Control
Volume 1
Häftad, Engelska, 2025
1 947 kr
Skickas inom 10-15 vardagar
This book delves into fundamental and advanced strategies for enhancing evolutionary and metaheuristic algorithms, focusing on the crucial balance between exploration and exploitation in search mechanisms. As technological advancements increase optimization complexity, effectively managing this balance becomes essential for achieving optimal solutions within reasonable computational resources. The book's distinctive structure organizes content according to optimization stages and processes, offering a comprehensive discussion of various approaches supported by extensive literature.The authors note a scarcity of literature addressing the trade-offs between exploration and exploitation with contemporary references, making this work particularly valuable. It aims to deepen the reader's understanding of evolutionary computing, emphasizing exploration, exploitation, and parameter control. It is relevant not only to algorithm developers and the evolutionary computation community but also to students and researchers across scientific disciplines. The book is designed to be accessible to those without extensive algorithm development backgrounds, providing theoretical and practical insights into optimization methods.
Del 51 - Emergence, Complexity and Computation
Into a Deeper Understanding of Evolutionary Computing: Exploration, Exploitation, and Parameter Control
Volume 2
Inbunden, Engelska, 2025
1 947 kr
Skickas inom 7-10 vardagar
This book delves into fundamental and advanced strategies for enhancing evolutionary and metaheuristic algorithms, focusing on the crucial balance between exploration and exploitation in search mechanisms.
Recent Trends in Communication and Intelligent Systems
Proceedings of ICRTCIS 2025
Inbunden, Engelska, 2025
3 946 kr
Skickas inom 10-15 vardagar
This book presents best-selected research papers presented at the Sixth International Conference on Recent Trends in Communication and Intelligent Systems (ICRTCIS 2025), organized by Arya College of Engineering and IT, Jaipur, on June 27–28, 2025. It discusses the latest technologies in communication and intelligent systems, covering various areas of communication engineering, such as signal processing, VLSI design, embedded systems, wireless communications, and electronics and communications in general. Featuring work by leading researchers and technocrats, the book serves as a valuable reference resource for young researchers and academics as well as practitioners in industry.
Applied Algorithms
Third International Conference, ICAA 2026, Kolkata, India, January 7–9, 2026, Proceedings
Häftad, Engelska, 2026
812 kr
Skickas inom 10-15 vardagar
This book constitutes the refereed proceedings of the Third International Conference on Applied Algorithms, ICAA 2026, held in Kolkata, India, during January 7–9, 2026.The 33 full papers presented in this book were carefully reviewed and selected from 92 submissions. They focus on the design, analysis, implementation, and experimental evaluation of efficient algorithms and data structures aimed at solving practical, real-world problems.
Del 8297 - Lecture Notes in Computer Science
Swarm, Evolutionary, and Memetic Computing
4th International Conference, SEMCCO 2013, Chennai, India, December 19-21, 2013, Proceedings, Part I
Häftad, Engelska, 2013
551 kr
Skickas inom 10-15 vardagar
The two-volume set LNCS 8297 and LNCS 8298 constitutes the proceedings of the 4th International Conference on Swarm, Evolutionary and Memetic Computing, SEMCCO 2013, held in Chennai, India, in December 2013. They cover cutting-edge research on swarm, evolutionary and memetic computing, neural and fuzzy computing and its application.
Del 8298 - Lecture Notes in Computer Science
Swarm, Evolutionary, and Memetic Computing
4th International Conference, SEMCCO 2013, Chennai, India, December 19-21, 2013, Proceedings, Part II
Häftad, Engelska, 2013
1 095 kr
Skickas inom 10-15 vardagar
The two-volume set LNCS 8297 and LNCS 8298 constitutes the proceedings of the 4th International Conference on Swarm, Evolutionary and Memetic Computing, SEMCCO 2013, held in Chennai, India, in December 2013. The total of 123 papers presented in this volume was carefully reviewed and selected for inclusion in the proceedings. They cover cutting-edge research on swarm, evolutionary and memetic computing, neural and fuzzy computing and its application.
Del 8947 - Lecture Notes in Computer Science
Swarm, Evolutionary, and Memetic Computing
5th International Conference, SEMCCO 2014, Bhubaneswar, India, December 18-20, 2014, Revised Selected Papers
Häftad, Engelska, 2015
551 kr
Skickas inom 10-15 vardagar
This volume constitutes the thoroughly refereed post-conference proceedings of the 5th International Conference on Swarm, Evolutionary, and Memetic Computing, SEMCCO 2014, held in Bhubaneswar, India, in December 2014.The total of 96 papers presented in this volume was carefully reviewed and selected from 250 submissions for inclusion in the proceedings. The papers cover a wide range of topics in swarm, evolutionary, memetic and other intelligent computing algorithms and their real world applications in problems selected from diverse domains of science and engineering.
Del 9140 - Lecture Notes in Computer Science
Advances in Swarm and Computational Intelligence
6th International Conference, ICSI 2015, held in conjunction with the Second BRICS Congress, CCI 2015, Beijing, China, June 25-28, 2015, Proceedings, Part I
Häftad, Engelska, 2015
535 kr
Skickas inom 10-15 vardagar
This book and its companion volumes, LNCS volumes 9140, 9141 and 9142, constitute the proceedings of the 6th International Conference on Swarm Intelligence, ICSI 2015 held in conjunction with the Second BRICS Congress on Computational Intelligence, CCI 2015, held in Beijing, China in June 2015.
Del 9142 - Lecture Notes in Computer Science
Advances in Swarm and Computational Intelligence
6th International Conference, ICSI 2015 held in conjunction with the Second BRICS Congress, CCI 2015, Beijing, China, June 25-28, 2015, Proceedings, Part III
Häftad, Engelska, 2015
535 kr
Skickas inom 10-15 vardagar
This book and its companion volumes, LNCS volumes 9140, 9141 and 9142, constitute the proceedings of the 6th International Conference on Swarm Intelligence, ICSI 2015 held in conjunction with the Second BRICS Congress on Computational Intelligence, CCI 2015, held in Beijing, China in June 2015.
Del 9141 - Lecture Notes in Computer Science
Advances in Swarm and Computational Intelligence
6th International Conference, ICSI 2015 held in conjunction with the Second BRICS Congress, CCI 2015, Beijing, June 25-28, 2015, Proceedings, Part II
Häftad, Engelska, 2015
535 kr
Skickas inom 10-15 vardagar
This book and its companion volumes, LNCS volumes 9140, 9141 and 9142, constitute the proceedings of the 6th International Conference on Swarm Intelligence, ICSI 2015 held in conjunction with the Second BRICS Congress on Computational Intelligence, CCI 2015, held in Beijing, China in June 2015.
Proceedings of the Fifth International Conference on Fuzzy and Neuro Computing (FANCCO - 2015)
Häftad, Engelska, 2015
1 577 kr
Skickas inom 10-15 vardagar
This proceedings bring together contributions from researchersfrom academia and industry to report the latest cutting edge research made inthe areas of Fuzzy Computing, Neuro Computing and hybrid Neuro-Fuzzy Computingin the paradigm of Soft Computing. The FANCCO 2015 conference explored newapplication areas, design novel hybrid algorithms for solving different realworld application problems. After a rigorous review of the 68 submissions fromall over the world, the referees panel selected 27 papers to be presented at theConference. The acceptedpapers have a good, balanced mix of theory and applications. The techniquesranged from fuzzy neural networks, decision trees, spiking neural networks,self organizing feature map, support vector regression, adaptive neuro fuzzyinference system, extreme learning machine, fuzzy multi criteria decisionmaking, machine learning, web usage mining, Takagi-Sugeno Inference system,extended Kalman filter, Goedel type logic, fuzzy formal concept analysis, biclusteringetc. The applications ranged from social network analysis, twitter sentimentanalysis, cross domain sentiment analysis, information security, educationsector, e-learning, information management, climate studies, rainfallprediction, brain studies, bioinformatics, structural engineering, sewage waterquality, movement of aerial vehicles, etc.
Del 51 - Smart Innovation, Systems and Technologies
Proceedings of First International Conference on Information and Communication Technology for Intelligent Systems: Volume 2
Inbunden, Engelska, 2016
2 163 kr
Skickas inom 10-15 vardagar
Thisvolume contains 60 papers presented at ICTIS 2015: International Conference onInformation and Communication Technology for Intelligent Systems. The conferencewas held during 28th and 29th November, 2015, Ahmedabad,India and organized communally by Venus International College of Technology,Association of Computer Machinery, Ahmedabad Chapter and Supported by ComputerSociety of India Division IV – Communication and Division V – Education andResearch. This volume contains papers mainly focused on ICT and its applicationfor Intelligent Computing, Cloud Storage, Data Mining, Image Processing andSoftware Analysis etc.
Del 50 - Smart Innovation, Systems and Technologies
Proceedings of First International Conference on Information and Communication Technology for Intelligent Systems: Volume 1
Inbunden, Engelska, 2016
2 163 kr
Skickas inom 10-15 vardagar
Thisvolume contains 59 papers presented at ICTIS 2015: International Conference onInformation and Communication Technology for Intelligent Systems. The conferencewas held during 28th and 29th November, 2015, Ahmedabad,India and organized communally by Venus International College of Technology,Association of Computer Machinery, Ahmedabad Chapter and Supported by ComputerSociety of India Division IV – Communication and Division V – Education andResearch. This volume contains papers mainly focused on ICT for Computation,Algorithms and Data Analytics etc.
Del 9873 - Lecture Notes in Computer Science
Swarm, Evolutionary, and Memetic Computing
6th International Conference, SEMCCO 2015, Hyderabad, India, December 18-19, 2015, Revised Selected Papers
Häftad, Engelska, 2016
551 kr
Skickas inom 10-15 vardagar
This volume constitutes the thoroughly refereed post-conference proceedings of the 6th International Conference on Swarm, Evolutionary, and Memetic Computing, SEMCCO 2015, held in Hyderabad, India, in December 2015.The 23 full papers presented in this volume were carefully reviewed and selected from 40 submissions for inclusion in the proceedings. The papers cover a wide range of topics in swarm, evolutionary, memetic and other intelligent computing algorithms and their real world applications in problems selected from diverse domains of science and engineering.
1 577 kr
Skickas inom 10-15 vardagar
This Edited Volume gathers a selection of refereed and revised papers originally presented at the Third International Symposium on Signal Processing and Intelligent Recognition Systems (SIRS’17), held on September 13–16, 2017 in Manipal, India. The papers offer stimulating insights into biometrics, digital watermarking, recognition systems, image and video processing, signal and speech processing, pattern recognition, machine learning and knowledge-based systems. Taken together, they offer a valuable resource for all researchers and scientists engaged in the various fields of signal processing and related areas.
Del 31 - Emergence, Complexity and Computation
Metaheuristic Approach to Protein Structure Prediction
Algorithms and Insights from Fitness Landscape Analysis
Inbunden, Engelska, 2018
1 064 kr
Skickas inom 10-15 vardagar
This book introduces characteristic features of the protein structure prediction (PSP) problem. It focuses on systematic selection and improvement of the most appropriate metaheuristic algorithm to solve the problem based on a fitness landscape analysis, rather than on the nature of the problem, which was the focus of methodologies in the past. Protein structure prediction is concerned with the question of how to determine the three-dimensional structure of a protein from its primary sequence. Recently a number of successful metaheuristic algorithms have been developed to determine the native structure, which plays an important role in medicine, drug design, and disease prediction.This interdisciplinary book consolidates the concepts most relevant to protein structure prediction (PSP) through global non-convex optimization. It is intended for graduate students from fields such as computer science, engineering, bioinformatics and as a reference for researchers and practitioners.
Del 51 - Smart Innovation, Systems and Technologies
Proceedings of First International Conference on Information and Communication Technology for Intelligent Systems: Volume 2
Häftad, Engelska, 2018
2 100 kr
Skickas inom 10-15 vardagar
The conferencewas held during 28th and 29th November, 2015, Ahmedabad,India and organized communally by Venus International College of Technology,Association of Computer Machinery, Ahmedabad Chapter and Supported by ComputerSociety of India Division IV – Communication and Division V – Education andResearch.
Del 50 - Smart Innovation, Systems and Technologies
Proceedings of First International Conference on Information and Communication Technology for Intelligent Systems: Volume 1
Häftad, Engelska, 2018
2 100 kr
Skickas inom 10-15 vardagar
The conferencewas held during 28th and 29th November, 2015, Ahmedabad,India and organized communally by Venus International College of Technology,Association of Computer Machinery, Ahmedabad Chapter and Supported by ComputerSociety of India Division IV – Communication and Division V – Education andResearch.
1 064 kr
Skickas inom 10-15 vardagar
Cluster analysis means the organization of an unlabeled collection of objects or patterns into separate groups based on their similarity. The task of computerized data clustering has been approached from diverse domains of knowledge like graph theory, multivariate analysis, neural networks, fuzzy set theory, and so on. Clustering is often described as an unsupervised learning method but most of the traditional algorithms require a prior specification of the number of clusters in the data for guiding the partitioning process, thus making it not completely unsupervised. Modern data mining tools that predict future trends and behaviors for allowing businesses to make proactive and knowledge-driven decisions, demand fast and fully automatic clustering of very large datasets with minimal or no user intervention. In this volume, we formulate clustering as an optimization problem, where the best partitioning of a given dataset is achieved by minimizing/maximizing one (single-objective clustering) or more (multi-objective clustering) objective functions. Using several real world applications, we illustrate the performance of several metaheuristics, particularly the Differential Evolution algorithm when applied to both single and multi-objective clustering problems, where the number of clusters is not known beforehand and must be determined on the run. This volume comprises of 7 chapters including an introductory chapter giving the fundamental definitions and the last Chapter provides some important research challenges.Academics, scientists as well as engineers engaged in research, development and application of optimization techniques and data mining will find the comprehensive coverage of this book invaluable.
1 064 kr
Skickas inom 10-15 vardagar
Cluster analysis means the organization of an unlabeled collection of objects or patterns into separate groups based on their similarity. The task of computerized data clustering has been approached from diverse domains of knowledge like graph theory, multivariate analysis, neural networks, fuzzy set theory, and so on. Clustering is often described as an unsupervised learning method but most of the traditional algorithms require a prior specification of the number of clusters in the data for guiding the partitioning process, thus making it not completely unsupervised. Modern data mining tools that predict future trends and behaviors for allowing businesses to make proactive and knowledge-driven decisions, demand fast and fully automatic clustering of very large datasets with minimal or no user intervention. In this volume, we formulate clustering as an optimization problem, where the best partitioning of a given dataset is achieved by minimizing/maximizing one (single-objective clustering) or more (multi-objective clustering) objective functions. Using several real world applications, we illustrate the performance of several metaheuristics, particularly the Differential Evolution algorithm when applied to both single and multi-objective clustering problems, where the number of clusters is not known beforehand and must be determined on the run. This volume comprises of 7 chapters including an introductory chapter giving the fundamental definitions and the last Chapter provides some important research challenges.Academics, scientists as well as engineers engaged in research, development and application of optimization techniques and data mining will find the comprehensive coverage of this book invaluable.
Del 302 - Studies in Computational Intelligence
Computational Intelligence in Power Engineering
Inbunden, Engelska, 2010
1 577 kr
Skickas inom 10-15 vardagar
Computational Intelligence (CI) is one of the most important powerful tools for research in the diverse fields of engineering sciences ranging from traditional fields of civil, mechanical engineering to vast sections of electrical, electronics and computer engineering and above all the biological and pharmaceutical sciences. The existing field has its origin in the functioning of the human brain in processing information, recognizing pattern, learning from observations and experiments, storing and retrieving information from memory, etc. In particular, the power industry being on the verge of epoch changing due to deregulation, the power engineers require Computational intelligence tools for proper planning, operation and control of the power system. Most of the CI tools are suitably formulated as some sort of optimization or decision making problems. These CI techniques provide the power utilities with innovative solutions for efficient analysis, optimal operation and control and intelligent decision making. This edited volume deals with different CI techniques for solving real world Power Industry problems. The technical contents will be extremely helpful for the researchers as well as the practicing engineers in the power industry.
Simulated Evolution and Learning
8th International Conference, SEAL 2010, Kanpur, India, December 1-4, 2010, Proceedings
Häftad, Engelska, 2010
1 095 kr
Skickas inom 10-15 vardagar
ThisLNCSvolumecontainsthepaperspresentedatthe8thSimulatedEvolution and Learning (SEAL 2010) Conference held during December 1-4, 2010 at the Indian Institute of Technology Kanpur in India. SEAL is a prestigious inter- tional conference series in evolutionaryoptimization and machine learning. This biennial event started in Seoul, South Korea in 1996 and was thereafter held in Canberra, Australia in 1998, Nagoya, Japan in 2000, Singapore in 2002, Busan, South Korea in 2004,Hefei, China in 2006and Melbourne, Australia in 2008. SEAL 2010 received 141 paper submissions in total from 30 countries. After a rigorous peer-review process involving 431 reviews in total (averaging a little morethan3reviewsperpaper),60full-lengthand19shortpaperswereaccepted for presentation (both oral and poster) at the conference. The full-length papers alonecorrespondtoa42. 6%acceptancerateandshortpapersaddanother13. 5%. ThepapersincludedinthisLNCSvolumecoverawiderangeoftopicsinsi- latedevolutionandlearning. Theacceptedpapershavebeenclassi?edintothef- lowingmaincategories:(a)theoreticaldevelopments,(b)evolutionaryalgorithms andapplications,(c)learningmethodologies,(d)multi-objectiveevolutionary- gorithms and applications,(e) hybrid algorithms and (f) industrial applications.The conference featured three distinguished keynote speakers. Narendra Karmarkar's talk on "Beyond Convexity: New Perspectives in Computational Optimization" focused on providing new theoretical concepts for non-convex optimization and indicated a rich connection between optimization and ma- ematical physics and also showed a deep signi?cance of advanced geometry to optimization. The advancement of optimization theory for non-convex problems is bene?cial for meta-heuristic optimization algorithms such as evolutionary - gorithms. Manindra Agrawal's talk on "PRIMES is in P" provided a mu- improved version of his celebrated and ground-breaking 2002 work on poly- mial time algorithm for testing prime numbers. The theoretical computation work presented in this keynote lecture should be motivating for the evolutionary optimization and machine learning community at large.
Del 302 - Studies in Computational Intelligence
Computational Intelligence in Power Engineering
Häftad, Engelska, 2012
1 577 kr
Skickas inom 10-15 vardagar
Computational Intelligence (CI) is one of the most important powerful tools for research in the diverse fields of engineering sciences ranging from traditional fields of civil, mechanical engineering to vast sections of electrical, electronics and computer engineering and above all the biological and pharmaceutical sciences. The existing field has its origin in the functioning of the human brain in processing information, recognizing pattern, learning from observations and experiments, storing and retrieving information from memory, etc. In particular, the power industry being on the verge of epoch changing due to deregulation, the power engineers require Computational intelligence tools for proper planning, operation and control of the power system. Most of the CI tools are suitably formulated as some sort of optimization or decision making problems. These CI techniques provide the power utilities with innovative solutions for efficient analysis, optimal operation and control and intelligent decision making. This edited volume deals with different CI techniques for solving real world Power Industry problems. The technical contents will be extremely helpful for the researchers as well as the practicing engineers in the power industry.
Swarm, Evolutionary, and Memetic Computing
Second International Conference, SEMCCO 2011, Visakhapatnam, India, December 19-21, 2011, Proceedings, Part I
Häftad, Engelska, 2011
551 kr
Skickas inom 10-15 vardagar
These two volumes, LNCS 7076 and LNCS 7077, constitute the refereed proceedings of the Second International Conference on Swarm, Evolutionary, and Memetic Computing, SEMCCO 2011, held in Visakhapatnam, India, in December 2011. The 124 revised full papers presented in both volumes were carefully reviewed and selected from 422 submissions. The papers explore new application areas, feature new bio-inspired algorithms for solving specific hard optimization problems, and review the latest progresses in the cutting-edge research with swarm, evolutionary, and memetic computing in both theoretical and practical aspects.