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The coevolution of antibodies for concept learning [chapter]

Mitchell A. Potter, Kenneth A. De Jong
1998 Lecture Notes in Computer Science  
We present a novel approach to concept learning in which a coevolutionary genetic algorithm is applied to the construction of an immune system whose antibodies can discriminate between examples and counter-examples  ...  An experimental study is described in which a coevolutionary immune system adapts itself to one of the standard machine learning data sets.  ...  Acknowledgments This work was supported by the Office of Naval Research.  ... 
doi:10.1007/bfb0056895 fatcat:abj72v3jmbc3dfgthb4vlvofgy

Coevolutionary aesthetics in human and biotic artworlds

Richard O. Prum
2013 Biology & Philosophy  
Current concepts of art cannot exclusively circumscribe the human arts from many forms of non-human biotic art.  ...  Coevolutionary aesthetic theory provides a heuristic account of aesthetic change in both human and biotic artworlds, including the coevolutionary origin of aesthetic properties and aesthetic value within  ...  Jonathan Gilmore also provided numerous helpful insights into the history and practice of aesthetics.  ... 
doi:10.1007/s10539-013-9389-8 pmid:23970809 pmcid:PMC3745613 fatcat:qklg27gpd5ck5iqvmlo5y57klu

Adversarial genetic programming for cyber security: a rising application domain where GP matters

Una-May O'Reilly, Jamal Toutouh, Marcos Pertierra, Daniel Prado Sanchez, Dennis Garcia, Anthony Erb Luogo, Jonathan Kelly, Erik Hemberg
2020 Genetic Programming and Evolvable Machines  
We delineate Adversarial Genetic Programming for Cyber Security, a research topic that, by means of genetic programming (GP), replicates and studies the behavior of cyber adversaries and the dynamics of  ...  Additionally, it prompts research questions around evolving complex behavior by expressing different abstractions with GP and opportunities to reconnect to the Machine Learning, Artificial Life, Agent-Based  ...  Either expressed or implied of Applied Communication Services, or the US Government.  ... 
doi:10.1007/s10710-020-09389-y fatcat:pptcxqfc6zeptdstzl3ipewrym

Adversarial Genetic Programming for Cyber Security: A Rising Application Domain Where GP Matters

Una-May O'Reilly, Jamal Toutouh, Marcos Pertierra, Daniel Prado Sanchez, Anthony Erb Luogo, Jonathan Kelly, Erik Hemberg
2020 Zenodo  
We delineate Adversarial Genetic Programming for Cyber Security, a research topic that, by means of genetic programming (GP), replicates and studies the behavior of cyber adversaries and the dynamics of  ...  Additionally, it prompts research questions around evolving complex behavior by expressing different abstractions with GP and opportunities to reconnect to the machine learning, artificial life, agent-based  ...  Either expressed or implied of Applied Communication Services, or the US Government.  ... 
doi:10.5281/zenodo.4593284 fatcat:mpwyc4xbhbhahlaagf44a22abe

Analysis and discussion of 28 recent marine protected area governance (MPAG) case studies: Challenges of decentralisation in the shadow of hierarchy

Peter J.S. Jones, Stephen D. Long
2020 Marine Policy  
As such, it is argued that these findings support the validity of the coevolutionary governance concept, as well as supporting the argument that "diversity is the key to resilience, both of species in  ...  The concept of coevolutionary governance is described and justified, noting that this essentially builds on polycentrism's systematic case study analysis approach, but evolves it to move beyond its limitations  ...  We are also grateful to Miles Irving (Drawing Office, Department of Geography, University College London) for production of the figures.  ... 
doi:10.1016/j.marpol.2020.104362 fatcat:al6cp4jgczbaxfzgvweqxwultm

Contradiction That Never Was: Epigenesis versus Modularity in Evolutionary Aesthetics

Onerva Kiianlinna
2022 Aisthesis  
Coevolutionary aesthetics suggests that traditional evolutionary aesthetics, drawing from evolutionary psychology, has ignored this.  ...  Coevolutionary aesthetics – or non-modular evolutionary aesthetics as it is sometimes called – emphasizes that aesthetic behavior develops in a specific social environment.  ...  Martin Skov and Marcos Nadal suggest that the idea of psychologically or neurobiologically specific and special aesthetic experiential states -for example, aesthetic emotions as a different group from  ... 
doi:10.36253/aisthesis-13054 fatcat:zthfmsb76fcb7fpgdyf5tfpyua

Symbiogenesis as a Mechanism for Building Complex Adaptive Systems: A Review [chapter]

Malcolm I. Heywood, Peter Lichodzijewski
2010 Lecture Notes in Computer Science  
Thus, although specific cost benefit characterizations may vary, the underlying process of symbiosis is the same, supporting the operator based perspective.  ...  Specific observations included the impact of different philosophical views taken by biologists as to what constituted a symbiotic relationship and whether symbiosis represented an operator or a state.  ...  Summary of EC models supporting Symbiogenesis In the following we review examples from EC in which symbiogenesis has played a central role.  ... 
doi:10.1007/978-3-642-12239-2_6 fatcat:kijoes2wlzetrarkafcrthry2u

CoEvolutionary Incremental Modelling of Robotic Cognitive Mechanisms [chapter]

Michail Maniadakis, Panos Trahanias
2005 Lecture Notes in Computer Science  
A collaborative coevolutionary method, with the inherent ability to design cooperative substructures, supports the implementation of partial brain models, and additionally supplies a consistent method  ...  A coevolutionary agent-based approach is followed which utilizes properly formulated neural agents to represent brain areas.  ...  Discussion The plasticity of agent structures, which stems from the assignment of learning rules, constitute a key feature of the proposed computational model.  ... 
doi:10.1007/11553090_21 fatcat:v7egv73enbbs5g33u5titv2fyu

Multi-Oracle Coevolutionary Learning of Requirements Specifications from Examples in On-The-Fly Markets

Marcel Wever, Lorijn van Rooijen, Heiko Hamann
2019 Evolutionary Computation  
The problem of synthesizing a requirements specification from examples can partially be reduced to the problem of grammatical inference, to which we apply an active coevolutionary learning approach.  ...  In this work, we extend and generalize our active learning approach to receive knowledge from multiple oracles, also known as proactive learning.  ...  requirements specifications from examples.  ... 
doi:10.1162/evco_a_00266 pmid:31730371 fatcat:vywci3x465dc5m5anlq3wrtmwq

Describing coevolution of business and IS alignment via agent-based modeling

Mengmeng Zhang, Honghui Chen, Xinyu Li, Aimin Luo
2020 Americas Conference on Information Systems  
The paper also shows the capability of an agent-based model to capture some of the emergent behaviors that emerge from bottom-level behaviors.  ...  The model embraces the emergent behaviors shaped by the interactions of business and IS agents, and guides the coevolution of alignment driven by the external changes.  ...  If the organization encourages the knowledge sharing activities from databases, this probability will rise.  ... 
dblp:conf/amcis/ZhangCLL20 fatcat:776n6meahjhzpodo5qxlji2i5i

Coevolutionary Computation for Synthesis of Recognition Systems

Krzysztof Krawiec, Bir Bhanu
2003 2003 Conference on Computer Vision and Pattern Recognition Workshop  
The proposed method incorporates only general vision-related background knowledge and does not require any task-specific information.  ...  Given exclusively training images, the evolutionary learning algorithm induces a set of sophisticated feature extraction agents represented in a procedural way.  ...  The contents of the information do not necessarily reflect the position or policy of the U. S. Government. The first author is supported by the KBN grant no. 8T11F 006 19.  ... 
doi:10.1109/cvprw.2003.10061 dblp:conf/cvpr/KrawiecB03 fatcat:qvxatzqfibf3zp7xufdvop7aya

Towards the coevolution of cellular automata controllers for chemical computing with the B-Z reaction

Christopher Stone, Rita Toth, Andrew Adamatzky, Ben de Lacy Costello, Larry Bull
2007 Proceedings of the 9th annual conference on Genetic and evolutionary computation - GECCO '07  
We propose that the behaviour of non-linear media can be controlled automatically through coevolutionary systems.  ...  Pulses of wave fragments are injected onto the gel resulting in rich spatio-temporal behaviour and a coevolved cellular automaton is shown able to either increase or decrease the chemical activity through  ...  In this paper we have presented initial results from a methodology by which to achieve the complex task of designing such systems -through the use of coevolutionary learning techniques.  ... 
doi:10.1145/1276958.1277059 dblp:conf/gecco/StoneTACB07 fatcat:eukkgbyh4bcz7kepfecbxe6rm4

A coevolutionary framework of business-IT alignment via the lens of enterprise architecture

Lin Menglong, Yi Shuanghui, Zhang Mengmeng, Chen Tao, Chen Honghui, Zhang Xiaoxue
2020 Journal of Systems Engineering and Electronics  
Multiple principles such as quickening learning action loops and adopt suitable organizing principles for achieving business and IT coevolution (BITC) are obtained.  ...  The unsuccessful realization of BITA will lead to the waste of organizational resources, the reduction of return on investment and eventually the loss of competitive advantage.  ...  the architecture as required.  ... 
doi:10.23919/jsee.2020.000073 fatcat:tsf37jxtfbbovd36ruoz2o72hm

A coevolutionary approach to learn animal behavior through controlled interaction

Wei Li, Melvin Gauci, Roderich Gross
2013 Proceeding of the fifteenth annual conference on Genetic and evolutionary computation conference - GECCO '13  
We present a proof-of-concept study conducted in computer simulation that shows the feasibility of the approach.  ...  Using a competitive coevolutionary approach, the machine concurrently evolves animats, that is, models to approximate the animal, as well as classifiers to discriminate between animal and animat.  ...  To copy otherwise, to republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. environment.  ... 
doi:10.1145/2463372.2465801 dblp:conf/gecco/LiGG13 fatcat:topxl5izdbdubbl27ewtz2omga

Adaptive radiation and coevolution ? pollination biology case studies

K LUNAU
2004 Organisms Diversity & Evolution  
The impact of coevolutionary interaction between species on adaptive radiation processes is analysed with reference to pollination biology case studies.  ...  Permanent reciprocal selective pressure between pairs of coevolving species can lead to a coevolutionary race and rapid evolutionary change.  ...  an earlier draft of the manuscript.  ... 
doi:10.1016/j.ode.2004.02.002 fatcat:cfmcg7t3uvetdhkxzx3f76kq5u
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