{"title":"Rick Riolo","description":null,"products":[{"product_id":"genetic-programming-theory-and-practice-xiii-book-rick-riolo-9783319342214","title":"Genetic Programming Theory and Practice XIII","description":"These contributions, written by the foremost international researchers and practitioners of Genetic Programming (GP), explore the synergy between theoretical and empirical results on real-world problems, producing a comprehensive view of the state of the art in GP. Topics in this volume include: multi-objective genetic programming, learning heuristics, Kaizen programming, Evolution of Everything (EvE), lexicase selection, behavioral program synthesis, symbolic regression with noisy training data, graph databases, and multidimensional clustering. It also covers several chapters on best practices and lesson learned from hands-on experience. Additional application areas include financial operations, genetic analysis, and predicting product choice. Readers will discover large-scale, real-world applications of GP to a variety of problem domains via in-depth presentations of the latest and most significant results.","brand":"WoB","offers":[{"title":"GB \/ NEW \/ INGRAM","offer_id":52133466243345,"sku":"NLS9783319342214","price":0.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9783319342214.jpg?v=1757530858"},{"product_id":"genetic-programming-theory-and-practice-x-book-rick-riolo-9781493900688","title":"Genetic Programming Theory and Practice X","description":"These contributions, written by the foremost international researchers and practitioners of Genetic Programming (GP), explore the synergy between theoretical and empirical results on real-world problems, producing a comprehensive view of the state of the art in GP.","brand":"WoB","offers":[{"title":"GB \/ NEW \/ INGRAM","offer_id":52144220176657,"sku":"NLS9781493900688","price":0.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9781493900688.jpg?v=1757587909"},{"product_id":"genetic-programming-theory-and-practice-xii-book-rick-riolo-9783319160290","title":"Genetic Programming Theory and Practice XII","description":"These contributions, written by the foremost international researchers and practitioners of Genetic Programming (GP), explore the synergy between theoretical and empirical results on real-world problems, producing a comprehensive view of the state of the art in GP. Topics in this volume include: gene expression regulation, novel genetic models for glaucoma, inheritable epigenetics, combinators in genetic programming, sequential symbolic regression, system dynamics, sliding window symbolic regression, large feature problems, alignment in the error space, HUMIE winners, Boolean multiplexer function, and highly distributed genetic programming systems. Application areas include chemical process control, circuit design, financial data mining and bioinformatics. Readers will discover large-scale, real-world applications of GP to a variety of problem domains via in-depth presentations of the latest and most significant results.","brand":"WoB","offers":[{"title":"- \/ - \/ INTERNAL","offer_id":52404258406673,"sku":null,"price":0.0,"currency_code":"GBP","in_stock":true},{"title":"GB \/ NEW \/ INGRAM","offer_id":52404259029265,"sku":"NLS9783319160290","price":0.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9783319160290.jpg?v=1758763726"},{"product_id":"genetic-programming-theory-and-practice-iv-book-rick-riolo-9781441941237","title":"Genetic Programming Theory and Practice IV","description":"Genetic Programming Theory and Practice IV was developed from the fourth workshop at the University of Michigan's Center for the Study of Complex Systems. The workshop was convened in May 2006 to facilitate the exchange of ideas and information related to the rapidly advancing field of Genetic Programming (GP).","brand":"WoB","offers":[{"title":"GB \/ NEW \/ INGRAM","offer_id":52425248964881,"sku":"NLS9781441941237","price":0.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9781441941237.jpg?v=1759154282"},{"product_id":"genetic-programming-theory-and-practice-v-book-rick-riolo-9781441945471","title":"Genetic Programming Theory and Practice V","description":"Genetic Programming Theory and Practice V was developed from the fifth workshop at the University of Michigan's Center for the Study of Complex Systems. This volume is a unique and indispensable tool for academics, researchers and industry professionals involved in GP, evolutionary computation, machine learning and artificial intelligence.","brand":"WoB","offers":[{"title":"- \/ - \/ INTERNAL","offer_id":52425269772561,"sku":null,"price":0.0,"currency_code":"GBP","in_stock":true},{"title":"GB \/ NEW \/ INGRAM","offer_id":52425270395153,"sku":"NLS9781441945471","price":0.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9781441945471.jpg?v=1759154338"},{"product_id":"genetic-programming-theory-and-practice-book-rick-riolo-9781461347477","title":"Genetic Programming Theory and Practice","description":"Genetic Programming Theory and Practice explores the emerging interaction between theory and practice in the cutting-edge, machine learning method of Genetic Programming (GP).","brand":"WoB","offers":[{"title":"- \/ - \/ INTERNAL","offer_id":52427736547601,"sku":null,"price":0.0,"currency_code":"GBP","in_stock":true},{"title":"GB \/ NEW \/ INGRAM","offer_id":52427737334033,"sku":"NLS9781461347477","price":0.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9781461347477.jpg?v=1759161891"},{"product_id":"genetic-programming-theory-and-practice-iv-book-rick-riolo-9780387333755","title":"Genetic Programming Theory and Practice IV","description":"Genetic Programming Theory and Practice IV was developed from the fourth workshop at the University of Michigans Center for the Study of Complex Systems to facilitate the exchange of ideas and information related to the rapidly advancing field of Genetic Programming (GP).","brand":"WoB","offers":[{"title":"- \/ - \/ INTERNAL","offer_id":52430445969681,"sku":null,"price":0.0,"currency_code":"GBP","in_stock":true},{"title":"GB \/ NEW \/ INGRAM","offer_id":52430447083793,"sku":"NLS9780387333755","price":0.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9780387333755.jpg?v=1759169762"},{"product_id":"genetic-programming-theory-and-practice-xii-book-rick-riolo-9783319383767","title":"Genetic Programming Theory and Practice XII","description":"These contributions, written by the foremost international researchers and practitioners of Genetic Programming (GP), explore the synergy between theoretical and empirical results on real-world problems, producing a comprehensive view of the state of the art in GP. Topics in this volume include: gene expression regulation, novel genetic models for glaucoma, inheritable epigenetics, combinators in genetic programming, sequential symbolic regression, system dynamics, sliding window symbolic regression, large feature problems, alignment in the error space, HUMIE winners, Boolean multiplexer function, and highly distributed genetic programming systems. Application areas include chemical process control, circuit design, financial data mining and bioinformatics. Readers will discover large-scale, real-world applications of GP to a variety of problem domains via in-depth presentations of the latest and most significant results.","brand":"WoB","offers":[{"title":"- \/ - \/ INTERNAL","offer_id":52435315163409,"sku":null,"price":0.0,"currency_code":"GBP","in_stock":true},{"title":"GB \/ NEW \/ INGRAM","offer_id":52435315720465,"sku":"NLS9783319383767","price":0.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9783319383767.jpg?v=1759183142"},{"product_id":"genetic-programming-theory-and-practice-vi-book-rick-riolo-9781441946836","title":"Genetic Programming Theory and Practice VI","description":"Genetic Programming Theory and Practice VI was developed from the sixth workshop at the University of Michigan's Center for the Study of Complex Systems to facilitate the exchange of ideas and information related to the rapidly advancing field of Genetic Programming (GP).","brand":"WoB","offers":[{"title":"- \/ - \/ INTERNAL","offer_id":52453645484305,"sku":null,"price":0.0,"currency_code":"GBP","in_stock":true},{"title":"GB \/ NEW \/ INGRAM","offer_id":52453646041361,"sku":"NLS9781441946836","price":0.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9781441946836.jpg?v=1759368648"},{"product_id":"genetic-programming-theory-and-practice-viii-book-rick-riolo-9781441977465","title":"Genetic Programming Theory and Practice VIII","description":"The contributions in this volume are written by the foremost international researchers and practitioners in the GP arena. They examine the similarities and differences between theoretical and empirical results on real-world problems. The text explores the synergy between theory and practice, producing a comprehensive view of the state of the art in GP application.  Topics include: FINCH: A System for Evolving Java, Practical Autoconstructive Evolution, The Rubik Cube and GP Temporal Sequence Learning, Ensemble classifiers: AdaBoost and Orthogonal Evolution of Teams, Self-modifying Cartesian GP, Abstract Expression Grammar Symbolic Regression, Age-Fitness Pareto Optimization, Scalable Symbolic Regression by Continuous Evolution, Symbolic Density Models, GP Transforms in Linear Regression Situations, Protein Interactions in a Computational Evolution System, Composition of Music and Financial Strategies via GP, and Evolutionary Art Using Summed Multi-Objective Ranks.  Readers will discover large-scale, real-world applications of GP to a variety of problem domains via in-depth presentations of the latest and most significant results in GP .","brand":"WoB","offers":[{"title":"- \/ - \/ INTERNAL","offer_id":52478228889873,"sku":null,"price":0.0,"currency_code":"GBP","in_stock":true},{"title":"GB \/ NEW \/ INGRAM","offer_id":52478229872913,"sku":"NLS9781441977465","price":0.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9781441977465.jpg?v=1759846855"},{"product_id":"genetic-programming-theory-and-practice-book-rick-riolo-9781402075810","title":"Genetic Programming Theory and Practice","description":"Genetic Programming Theory and Practice explores the emerging interaction between theory and practice in the cutting-edge, machine learning method of Genetic Programming (GP). The material contained in this contributed volume was developed from a workshop at the University of Michigan's Center for the Study of Complex Systems where an international group of genetic programming theorists and practitioners met to examine how GP theory informs practice and how GP practice impacts GP theory. The contributions cover the full spectrum of this relationship and are written by leading GP theorists from major universities, as well as active practitioners from leading industries and businesses. Chapters include such topics as John Koza's development of human-competitive electronic circuit designs; David Goldberg's application of \"competent GA\" methodology to GP; Jason Daida's discovery of a new set of factors underlying the dynamics of GP starting from applied research; and Stephen Freeland's essay on the lessons of biology for GP and the potential impact of GP on evolutionary theory.","brand":"WoB","offers":[{"title":"GB \/ NEW \/ INGRAM","offer_id":52488114831633,"sku":"NLS9781402075810","price":0.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9781402075810.jpg?v=1759862526"},{"product_id":"genetic-programming-theory-and-practice-vii-book-rick-riolo-9781461425014","title":"Genetic Programming Theory and Practice VII","description":"Genetic Programming Theory and Practice VII presents the results of the annual Genetic Programming Theory and Practice Workshop, contributed by the foremost international researchers and practitioners in the GP arena. Contributions examine the similarities and differences between theoretical and empirical results on real-world problems, and explore the synergy between theory and practice, producing a comprehensive view of the state of the art in GP application. Application areas include chemical process control, circuit design, financial data mining and bio-informatics, to name a few.   About this book: Discusses the hurdles encountered when solving large-scale, cutting-edge applications, provides in-depth presentations of the latest and most significant applications of GP and the most recent theoretical results with direct applicability to state-of-the-art problems. Genetic Programming Theory and Practice VII is suitable for researchers, practitioners and students of Genetic Programming, including industry technical staffs, technical consultants and business entrepreneurs.","brand":"WoB","offers":[{"title":"GB \/ NEW \/ INGRAM","offer_id":52522575102225,"sku":"NLS9781461425014","price":0.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9781461425014.jpg?v=1760578098"},{"product_id":"genetic-programming-theory-and-practice-vii-book-rick-riolo-9781441916259","title":"Genetic Programming Theory and Practice VII","description":"Genetic Programming Theory and Practice VII presents the results of the annual Genetic Programming Theory and Practice Workshop, contributed by the foremost international researchers and practitioners in the GP arena. Contributions examine the similarities and differences between theoretical and empirical results on real-world problems, and explore the synergy between theory and practice, producing a comprehensive view of the state of the art in GP application. Application areas include chemical process control, circuit design, financial data mining and bio-informatics, to name a few.   About this book: Discusses the hurdles encountered when solving large-scale, cutting-edge applications, provides in-depth presentations of the latest and most significant applications of GP and the most recent theoretical results with direct applicability to state-of-the-art problems. Genetic Programming Theory and Practice VII is suitable for researchers, practitioners and students of Genetic Programming, including industry technical staffs, technical consultants and business entrepreneurs.","brand":"WoB","offers":[{"title":"GB \/ NEW \/ INGRAM","offer_id":52537103843601,"sku":"NLS9781441916259","price":0.0,"currency_code":"GBP","in_stock":true},{"title":"US \/ NEW \/ INGRAM","offer_id":52749344997649,"sku":"NIN9781441916259","price":0.0,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9781441916259.jpg?v=1760677041"},{"product_id":"genetic-programming-theory-and-practice-xi-book-rick-riolo-9781493955633","title":"Genetic Programming Theory and Practice XI","description":"These contributions, written by the foremost international researchers and practitioners of Genetic Programming (GP), explore the synergy between theoretical and empirical results on real-world problems, producing a comprehensive view of the state of the art in GP. Topics in this volume include: evolutionary constraints, relaxation of selection mechanisms, diversity preservation strategies, flexing fitness evaluation, evolution in dynamic environments, multi-objective and multi-modal selection, foundations of evolvability, evolvable and adaptive evolutionary operators, foundation of injecting expert knowledge in evolutionary search, analysis of problem difficulty and required GP algorithm complexity, foundations in running GP on the cloud - communication, cooperation, flexible implementation, and ensemble methods. Additional focal points for GP symbolic regression are: (1) The need to guarantee convergence to solutions in the function discovery mode; (2) Issues on model validation; (3)The need for model analysis workflows for insight generation based on generated GP solutions - model exploration, visualization, variable selection, dimensionality analysis; (4) Issues in combining different types of data. Readers will discover large-scale, real-world applications of GP to a variety of problem domains via in-depth presentations of the latest and most significant results.","brand":"WoB","offers":[{"title":"GB \/ NEW \/ INGRAM","offer_id":52587940446481,"sku":"NLS9781493955633","price":0.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9781493955633.jpg?v=1761057245"},{"product_id":"genetic-programming-theory-and-practice-vi-book-rick-riolo-9780387876221","title":"Genetic Programming Theory and Practice VI","description":"Genetic Programming Theory and Practice VI was developed from the sixth workshop at the University of Michigan's Center for the Study of Complex Systems to facilitate the exchange of ideas and information related to the rapidly advancing field of Genetic Programming (GP).","brand":"WoB","offers":[{"title":"GB \/ NEW \/ INGRAM","offer_id":52588898025745,"sku":"NLS9780387876221","price":0.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9780387876221.jpg?v=1761058986"},{"product_id":"genetic-programming-theory-and-practice-xiii-book-rick-riolo-9783319817064","title":"Genetic Programming Theory and Practice XIII","description":"These contributions, written by the foremost international researchers and practitioners of Genetic Programming (GP), explore the synergy between theoretical and empirical results on real-world problems, producing a comprehensive view of the state of the art in GP. Topics in this volume include: multi-objective genetic programming, learning heuristics, Kaizen programming, Evolution of Everything (EvE), lexicase selection, behavioral program synthesis, symbolic regression with noisy training data, graph databases, and multidimensional clustering. It also covers several chapters on best practices and lesson learned from hands-on experience. Additional application areas include financial operations, genetic analysis, and predicting product choice. Readers will discover large-scale, real-world applications of GP to a variety of problem domains via in-depth presentations of the latest and most significant results.","brand":"WoB","offers":[{"title":"GB \/ NEW \/ INGRAM","offer_id":52594490212625,"sku":"NLS9783319817064","price":0.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9783319817064.jpg?v=1761069471"},{"product_id":"genetic-programming-theory-and-practice-v-book-rick-riolo-9780387763071","title":"Genetic Programming Theory and Practice V","description":"Genetic Programming Theory and Practice V was developed from the fifth workshop at the University of Michigans Center for the Study of Complex Systems to facilitate the exchange of ideas and information related to the rapidly advancing field of Genetic Programming (GP).","brand":"WoB","offers":[{"title":"GB \/ NEW \/ INGRAM","offer_id":52616658485521,"sku":"NLS9780387763071","price":0.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9780387763071.jpg?v=1761527957"},{"product_id":"genetic-programming-theory-and-practice-xiv-book-rick-riolo-9783319970875","title":"Genetic Programming Theory and Practice XIV","description":"These contributions, written by the foremost international researchers and practitioners of Genetic Programming (GP), explore the synergy between theoretical and empirical results on real-world problems, producing a comprehensive view of the state of the art in GP. Chapters in this volume include:         Similarity-based Analysis of Population Dynamics in GP Performing Symbolic Regression  Hybrid Structural and Behavioral Diversity Methods in GP  Multi-Population Competitive Coevolution for Anticipation of Tax Evasion  Evolving Artificial General Intelligence for Video Game Controllers  A Detailed Analysis of a PushGP Run  Linear Genomes for Structured Programs  Neutrality, Robustness, and Evolvability in GP  Local Search in GP  PRETSL: Distributed Probabilistic Rule Evolution for Time-Series Classification  Relational Structure in Program Synthesis Problems with Analogical Reasoning  An Evolutionary Algorithm for Big Data Multi-Class Classification Problems  A Generic Framework for Building Dispersion Operators in the Semantic Space  Assisting Asset Model Development with Evolutionary Augmentation  Building Blocks of Machine Learning Pipelines for Initialization of a Data Science Automation Tool    Readers will discover large-scale, real-world applications of GP to a variety of problem domains via in-depth presentations of the latest and most significant results.","brand":"WoB","offers":[{"title":"GB \/ NEW \/ INGRAM","offer_id":52619482235153,"sku":"NLS9783319970875","price":0.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9783319970875.jpg?v=1761536006"},{"product_id":"genetic-programming-theory-and-practice-ix-book-rick-riolo-9781461429418","title":"Genetic Programming Theory and Practice IX","description":"These contributions, written by the foremost international researchers and practitioners of Genetic Programming (GP), explore the synergy between theoretical and empirical results on real-world problems, producing a comprehensive view of the state of the art in GP. Topics include: modularity and scalability; evolvability;  human-competitive results; the need for important high-impact GP-solvable problems;; the risks of search stagnation and of cutting off paths to solutions; the need for novelty; empowering GP search with expert knowledge;  In addition, GP symbolic regression is thoroughly discussed, addressing such topics as guaranteed reproducibility of SR; validating SR results, measuring and controlling genotypic complexity; controlling phenotypic complexity; identifying, monitoring, and avoiding over-fitting; finding a comprehensive collection of SR benchmarks, comparing SR to machine learning.    This text is  for all GP explorers.  Readers will discover large-scale, real-world applications of GP to a variety of problem domains via in-depth presentations of the latest and most significant results.","brand":"WoB","offers":[{"title":"- \/ - \/ INTERNAL","offer_id":52665073959185,"sku":null,"price":0.0,"currency_code":"GBP","in_stock":true},{"title":"GB \/ NEW \/ INGRAM","offer_id":52665074974993,"sku":"NLS9781461429418","price":0.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9781461429418.jpg?v=1762276341"},{"product_id":"genetic-programming-theory-and-practice-xiv-book-rick-riolo-9783030073008","title":"Genetic Programming Theory and Practice XIV","description":"These contributions, written by the foremost international researchers and practitioners of Genetic Programming (GP), explore the synergy between theoretical and empirical results on real-world problems, producing a comprehensive view of the state of the art in GP. Chapters in this volume include:         Similarity-based Analysis of Population Dynamics in GP Performing Symbolic Regression  Hybrid Structural and Behavioral Diversity Methods in GP  Multi-Population Competitive Coevolution for Anticipation of Tax Evasion  Evolving Artificial General Intelligence for Video Game Controllers  A Detailed Analysis of a PushGP Run  Linear Genomes for Structured Programs  Neutrality, Robustness, and Evolvability in GP  Local Search in GP  PRETSL: Distributed Probabilistic Rule Evolution for Time-Series Classification  Relational Structure in Program Synthesis Problems with Analogical Reasoning  An Evolutionary Algorithm for Big Data Multi-Class Classification Problems  A Generic Framework for Building Dispersion Operators in the Semantic Space  Assisting Asset Model Development with Evolutionary Augmentation  Building Blocks of Machine Learning Pipelines for Initialization of a Data Science Automation Tool    Readers will discover large-scale, real-world applications of GP to a variety of problem domains via in-depth presentations of the latest and most significant results.","brand":"WoB","offers":[{"title":"- \/ - \/ INTERNAL","offer_id":52668097233169,"sku":null,"price":0.0,"currency_code":"GBP","in_stock":true},{"title":"GB \/ NEW \/ INGRAM","offer_id":52668098183441,"sku":"NLS9783030073008","price":0.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9783030073008.jpg?v=1762284172"},{"product_id":"genetic-programming-theory-and-practice-x-book-rick-riolo-9781461468455","title":"Genetic Programming Theory and Practice X","description":"These contributions, written by the foremost international researchers and practitioners of Genetic Programming (GP), explore the synergy between theoretical and empirical results on real-world problems, producing a comprehensive view of the state of the art in GP.","brand":"WoB","offers":[{"title":"GB \/ NEW \/ INGRAM","offer_id":52672625672465,"sku":"NLS9781461468455","price":0.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9781461468455.jpg?v=1762295093"},{"product_id":"genetic-programming-theory-and-practice-xi-book-rick-riolo-9781493903740","title":"Genetic Programming Theory and Practice XI","description":"These contributions, written by the foremost international researchers and practitioners of Genetic Programming (GP), explore the synergy between theoretical and empirical results on real-world problems, producing a comprehensive view of the state of the art in GP. Topics in this volume include: evolutionary constraints, relaxation of selection mechanisms, diversity preservation strategies, flexing fitness evaluation, evolution in dynamic environments, multi-objective and multi-modal selection, foundations of evolvability, evolvable and adaptive evolutionary operators, foundation of injecting expert knowledge in evolutionary search, analysis of problem difficulty and required GP algorithm complexity, foundations in running GP on the cloud - communication, cooperation, flexible implementation, and ensemble methods. Additional focal points for GP symbolic regression are: (1) The need to guarantee convergence to solutions in the function discovery mode; (2) Issues on model validation; (3)The need for model analysis workflows for insight generation based on generated GP solutions - model exploration, visualization, variable selection, dimensionality analysis; (4) Issues in combining different types of data. Readers will discover large-scale, real-world applications of GP to a variety of problem domains via in-depth presentations of the latest and most significant results.","brand":"WoB","offers":[{"title":"GB \/ NEW \/ INGRAM","offer_id":52673002012945,"sku":"NLS9781493903740","price":0.0,"currency_code":"GBP","in_stock":true},{"title":"US \/ NEW \/ INGRAM","offer_id":52749143212305,"sku":"NIN9781493903740","price":0.0,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9781493903740.jpg?v=1762295964"},{"product_id":"genetic-programming-theory-and-practice-ix-book-rick-riolo-9781461417699","title":"Genetic Programming Theory and Practice IX","description":"These contributions, written by the foremost international researchers and practitioners of Genetic Programming (GP), explore the synergy between theoretical and empirical results on real-world problems, producing a comprehensive view of the state of the art in GP. Topics include: modularity and scalability; evolvability;  human-competitive results; the need for important high-impact GP-solvable problems;; the risks of search stagnation and of cutting off paths to solutions; the need for novelty; empowering GP search with expert knowledge;  In addition, GP symbolic regression is thoroughly discussed, addressing such topics as guaranteed reproducibility of SR; validating SR results, measuring and controlling genotypic complexity; controlling phenotypic complexity; identifying, monitoring, and avoiding over-fitting; finding a comprehensive collection of SR benchmarks, comparing SR to machine learning.    This text is  for all GP explorers.  Readers will discover large-scale, real-world applications of GP to a variety of problem domains via in-depth presentations of the latest and most significant results.","brand":"WoB","offers":[{"title":"GB \/ NEW \/ INGRAM","offer_id":52675802202385,"sku":"NLS9781461417699","price":0.0,"currency_code":"GBP","in_stock":true},{"title":"US \/ NEW \/ INGRAM","offer_id":53560830263569,"sku":"NIN9781461417699","price":0.0,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9781461417699.jpg?v=1762302760"},{"product_id":"genetic-programming-theory-and-practice-viii-book-rick-riolo-9781461427193","title":"Genetic Programming Theory and Practice VIII","description":"The contributions in this volume are written by the foremost international researchers and practitioners in the GP arena. They examine the similarities and differences between theoretical and empirical results on real-world problems. The text explores the synergy between theory and practice, producing a comprehensive view of the state of the art in GP application.  Topics include: FINCH: A System for Evolving Java, Practical Autoconstructive Evolution, The Rubik Cube and GP Temporal Sequence Learning, Ensemble classifiers: AdaBoost and Orthogonal Evolution of Teams, Self-modifying Cartesian GP, Abstract Expression Grammar Symbolic Regression, Age-Fitness Pareto Optimization, Scalable Symbolic Regression by Continuous Evolution, Symbolic Density Models, GP Transforms in Linear Regression Situations, Protein Interactions in a Computational Evolution System, Composition of Music and Financial Strategies via GP, and Evolutionary Art Using Summed Multi-Objective Ranks.  Readers will discover large-scale, real-world applications of GP to a variety of problem domains via in-depth presentations of the latest and most significant results in GP .","brand":"WoB","offers":[{"title":"GB \/ NEW \/ INGRAM","offer_id":53522931515665,"sku":"NLS9781461427193","price":0.0,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9781461427193.jpg?v=1778460397"}],"url":"https:\/\/www.worldofbooks.com\/en-gb\/collections\/author-books-by-rick-riolo.oembed?page=2","provider":"World of Books ","version":"1.0","type":"link"}