عنوان

Genetic programming theory and practice XVI /

شابک

3030047350

شابک

3030047369

شابک

9783030047351

شابک

9783030047368

شابک اشتباه

3030047342

شابک اشتباه

9783030047344

عنوان اصلي

Genetic programming theory and practice XVI /

نام عام مواد

[Book]

نام نخستين پديدآور

Wolfgang Banzhaf, Lee Spector, Leigh Sheneman, editors.

محل نشرو پخش و غیره

Cham, Switzerland :

نام ناشر، پخش کننده و غيره

Springer,

تاریخ نشرو بخش و غیره

2019.

نام خاص و کميت اثر

1 online resource

عنوان فروست

Genetic and evolutionary computation

متن يادداشت

Includes bibliographical references and index.

متن يادداشت

1 Exploring Genetic Programming Systems with MAP-Elites.- 2 The Evolutionary Buffet Method.- 3 Emergent Policy Discovery for Visual Reinforcement Learning through Tangled Program Graphs: A Tutorial.- 4 Strong Typing, Swarm Enhancement, and Deep Learning Feature Selection in the Pursuit of Symbolic Regression-Classification.- 5 Cluster Analysis of a Symbolic Regression Search Space.- 6 What else is in an evolved name? Exploring evolvable specificity with SignalGP.- Lexicase Selection Beyond Genetic Programming.- 8 Evolving developmental programs that build neural networks for solving multiple problems.- 9 The Elephant in the Room -- Towards the Application of Genetic Programming to Automatic Programming.- 10 Untapped Potential of Genetic Programming: Transfer Learning and Outlier Removal.- 11 Program Search for Machine Learning Pipelines Leveraging Symbolic Planning and Reinforcement Learning.

بدون عنوان

0

متن يادداشت

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: evolving developmental programs for neural networks solving multiple problems, tangled program, transfer learning and outlier detection using GP, program search for machine learning pipelines in reinforcement learning, automatic programming with GP, new variants of GP, like SignalGP, variants of lexicase selection, and symbolic regression and classification techniques. The volume includes several chapters on best practices and lessons learned from hands-on experience. 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.

منبع سفارش / آدرس اشتراک

Springer Nature

شماره انبار

com.springer.onix.9783030047351

عنوان

Genetic programming theory and practice XVI.

شماره استاندارد بين المللي کتاب و موسيقي

9783030047344

عنوان اصلي به زبان ديگر

Genetic programming theory and practice 16

موضوع مستند نشده

Artificial intelligence, Congresses.

موضوع مستند نشده

Genetic programming (Computer science), Congresses.

موضوع مستند نشده

Artificial intelligence.

موضوع مستند نشده

Genetic programming (Computer science)

موضوع مستند نشده

COM004000

موضوع مستند نشده

UYQ

موضوع مستند نشده

UYQ

شماره

ويراست

شماره رده

مستند نام اشخاص تاييد نشده

Banzhaf, Wolfgang,1955-

مستند نام اشخاص تاييد نشده

Sheneman, Leigh

مستند نام اشخاص تاييد نشده

Spector, Lee,1963-

مستند نام تنالگان تاييد نشده

Workshop on Genetic Programming, Theory and Practice(16th :2018 :, Ann Arbor, MI)

تاريخ عمليات

20200823080847.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y