Genetic Programming IV

Genetic Programming IV

Author: John R. Koza

Publisher: Springer Science & Business Media

ISBN: 9780387264172

Category: Computers

Page: 590

View: 696

Genetic Programming IV: Routine Human-Competitive Machine Intelligence presents the application of GP to a wide variety of problems involving automated synthesis of controllers, circuits, antennas, genetic networks, and metabolic pathways. The book describes fifteen instances where GP has created an entity that either infringes or duplicates the functionality of a previously patented 20th-century invention, six instances where it has done the same with respect to post-2000 patented inventions, two instances where GP has created a patentable new invention, and thirteen other human-competitive results. The book additionally establishes: GP now delivers routine human-competitive machine intelligence GP is an automated invention machine GP can create general solutions to problems in the form of parameterized topologies GP has delivered qualitatively more substantial results in synchrony with the relentless iteration of Moore's Law

Genetic Programming Theory and Practice IV

Genetic Programming Theory and Practice IV

Author: Rick Riolo

Publisher: Springer Science & Business Media

ISBN: 9780387496504

Category: Computers

Page: 338

View: 187

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). The text explores the synergy between theory and practice, producing a comprehensive view of the state of the art in GP application.

Genetic Programming IV

Genetic Programming IV

Author: John R. Koza

Publisher: Springer

ISBN: 1402074468

Category: Computers

Page: 590

View: 588

Genetic Programming IV: Routine Human-Competitive Machine Intelligence presents the application of GP to a wide variety of problems involving automated synthesis of controllers, circuits, antennas, genetic networks, and metabolic pathways. The book describes fifteen instances where GP has created an entity that either infringes or duplicates the functionality of a previously patented 20th-century invention, six instances where it has done the same with respect to post-2000 patented inventions, two instances where GP has created a patentable new invention, and thirteen other human-competitive results. The book additionally establishes: GP now delivers routine human-competitive machine intelligence GP is an automated invention machine GP can create general solutions to problems in the form of parameterized topologies GP has delivered qualitatively more substantial results in synchrony with the relentless iteration of Moore's Law

Genetic Programming IV

Genetic Programming IV

Author: John R. Koza

Publisher: Springer

ISBN: 0387250670

Category: Computers

Page: 590

View: 288

Genetic Programming IV: Routine Human-Competitive Machine Intelligence presents the application of GP to a wide variety of problems involving automated synthesis of controllers, circuits, antennas, genetic networks, and metabolic pathways. The book describes fifteen instances where GP has created an entity that either infringes or duplicates the functionality of a previously patented 20th-century invention, six instances where it has done the same with respect to post-2000 patented inventions, two instances where GP has created a patentable new invention, and thirteen other human-competitive results. The book additionally establishes: GP now delivers routine human-competitive machine intelligence GP is an automated invention machine GP can create general solutions to problems in the form of parameterized topologies GP has delivered qualitatively more substantial results in synchrony with the relentless iteration of Moore's Law

Evolutionary Programming IV

Evolutionary Programming IV

Author: John R. McDonnell

Publisher: MIT Press

ISBN: 0262133172

Category: Computers

Page: 805

View: 476

March 1-3, 1995, San Diego, California Evolutionary programming is one of thepredominate algorithms withing the rapidly expanding field of evolutionary computation. These editedcontributions to the Fourth Annual Conference on Evolutionary Programming are by leading scientistsfrom academia, industry, and defense. The papers describe both the theory and practical applicationof evolutionary programming, as well as other methods of evolutionary computation includingevolution strategies, genetic algorithms, genetic programming, and cultural algorithms.Topicsinclude :- Novel Areas of Evolutionary Programming and Evolution Strategies.- EvolutionaryComputation with Medical Applications.- Issues in Evolutionary Optimization Pattern Discovery,Pattern Recognition, and System Identification.- Hierarchical Levels of Learning.- Self-Adaptationin Evolutionary Computation.- Morphogenic Evolutionary Computation.- Issues in EvolutionaryOptimization.- Evolutionary Applications to VLSI and Part Placement.- Applications of EvolutionaryComputation to Biology and Biochemistry Control.- Applications of Evolutionary Computation.- Geneticand Inductive Logic Programming.- Genetic Neural Networks.- The Future of Evolutionary Computation.ABradford Book. Complex Adaptive Systems series

Genetic Programming Theory and Practice IV

Genetic Programming Theory and Practice IV

Author: Rick Riolo

Publisher: Springer

ISBN: 1441941231

Category: Computers

Page: 338

View: 462

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). The text explores the synergy between theory and practice, producing a comprehensive view of the state of the art in GP application.

Genetic Programming Theory and Practice VI

Genetic Programming Theory and Practice VI

Author: Rick Riolo

Publisher: Springer Science & Business Media

ISBN: 9780387876238

Category: Computers

Page: 274

View: 590

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). Contributions from the foremost international researchers and practitioners in the GP arena 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. These contributions address several significant interdependent themes which emerged from this year’s workshop, including: (1) Making efficient and effective use of test data. (2) Sustaining the long-term evolvability of our GP systems. (3) Exploiting discovered subsolutions for reuse. (4) Increasing the role of a Domain Expert.

Genetic Programming Theory and Practice VII

Genetic Programming Theory and Practice VII

Author: Rick Riolo

Publisher: Springer Science & Business Media

ISBN: 9781441916266

Category: Computers

Page: 231

View: 684

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.

Genetic Programming Theory and Practice III

Genetic Programming Theory and Practice III

Author: Tina Yu

Publisher: Springer Science & Business Media

ISBN: 9780387281117

Category: Computers

Page: 310

View: 551

Genetic Programming Theory and Practice III provides both researchers and industry professionals with the most recent developments in GP theory and practice by exploring the emerging interaction between theory and practice in the cutting-edge, machine learning method of Genetic Programming (GP). The contributions developed from a third workshop at the University of Michigan's Center for the Study of Complex Systems, where leading international genetic programming theorists from major universities and active practitioners from leading industries and businesses meet to examine and challenge how GP theory informs practice and how GP practice impacts GP theory. Applications are from a wide range of domains, including chemical process control, informatics, and circuit design, to name a few.

Genetic Programming

Genetic Programming

Author: Anna Isabel Esparcia-Alcazar

Publisher: Springer

ISBN: 9783642121487

Category: Computers

Page: 336

View: 907

Genetic Programming comprises of proceedings of the 12th European Conference on Genetic Programming, EuroGP 2010. Topics include novel models, performance enhancements, extensions of genetic programming, and various applications.

Genetic Programming Theory and Practice II

Genetic Programming Theory and Practice II

Author: Una-May O'Reilly

Publisher: Springer Science & Business Media

ISBN: 9780387232546

Category: Computers

Page: 320

View: 378

The work described in this book was first presented at the Second Workshop on Genetic Programming, Theory and Practice, organized by the Center for the Study of Complex Systems at the University of Michigan, Ann Arbor, 13-15 May 2004. The goal of this workshop series is to promote the exchange of research results and ideas between those who focus on Genetic Programming (GP) theory and those who focus on the application of GP to various re- world problems. In order to facilitate these interactions, the number of talks and participants was small and the time for discussion was large. Further, participants were asked to review each other's chapters before the workshop. Those reviewer comments, as well as discussion at the workshop, are reflected in the chapters presented in this book. Additional information about the workshop, addendums to chapters, and a site for continuing discussions by participants and by others can be found at http://cscs.umich.edu:8000/GPTP-20041. We thank all the workshop participants for making the workshop an exciting and productive three days. In particular we thank all the authors, without whose hard work and creative talents, neither the workshop nor the book would be possible. We also thank our keynote speakers Lawrence ("Dave") Davis of NuTech Solutions, Inc., Jordan Pollack of Brandeis University, and Richard Lenski of Michigan State University, who delivered three thought-provoking speeches that inspired a great deal of discussion among the participants.

Optimized Genetic Programming Applications: Emerging Research and Opportunities

Optimized Genetic Programming Applications: Emerging Research and Opportunities

Author: Hrnjica, Bahrudin

Publisher: IGI Global

ISBN: 9781522560067

Category: Medical

Page: 310

View: 255

Data is more valuable than ever in the twenty-first century, and tremendous amounts of data are being generated every second. With a fast-growing information industry, engineers are required to develop new tools and techniques that increase human capabilities of mining useful knowledge from the vast amounts of data. Optimized Genetic Programming Applications: Emerging Research and Opportunities is an essential reference source that explores the concept of genetic programming and its role in managing engineering problems. It also examines genetic programming as a supervised machine learning technique, focusing on implementation and application. As a resource that details both the theoretical aspects and implementation of genetic programming, this book is a useful source for academicians, biological engineers, computer programmers, scientists, researchers, and upper-level students seeking the latest research on genetic programming.