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Experiments in genetic divergence for emergent systems

Christopher McGowan, Alexander Wild, Barry Porter
2018 Proceedings of the 4th International Workshop on Genetic Improvement Workshop - GI '18  
We present initial work in using a fusion of genetic improvement and genetic synthesis to automatically populate a divergent set of implementations of the same functionality, allowing emergent systems  ...  Our early results indicate this approach is able to successfully yield useful divergent implementations of building blocks which are more suited than any existing alternative for particular operating conditions  ...  and newly synthesised logic.  ... 
doi:10.1145/3194810.3194813 dblp:conf/icse/McGowanWP18 fatcat:weo7trwszbfchenkib2zoer64q

APPLICATION OF GENETIC ALGORITHMS TO INCREASE AN OVERALL PERFORMANCE OF NEURAL NETWORKS IN THE DOMAIN OF DATABASE STRUCTURES SYNTHESIS

Eduard Babkin, Margarita Petrova
2006 Information Technology and Control  
Application of this approach is demonstrated for the synthesis of optimum logical structure of a distributed database that has a great impact on an effective design of modern distributed information infrastructure  ...  In the given paper a method is described to augment an artificial neural network with corresponding genetic optimization algorithm inside the unified algorithmic framework.  ...  An object-oriented model of genetic algorithms used as a framework for neural network's classes was also developed.  ... 
doi:10.5755/j01.itc.35.3.11761 fatcat:jibxb3zakngrtbqzpupnvjxdzi

A New ANFIS Synthesis Approach for Time Series Forecasting [chapter]

Massimo Panella, Fabio Massimo Frattale Mascioli, Antonello Rizzi, Giuseppe Martinelli
2003 Soft Computing Applications  
C. da Costa Pereira, A. G. B. Tettamanzi "A possibilistic framework for asset allocation" ?? M.Lavagna, A.E.Finzi "Fuzzy Logic in Spacecraft Design" ?? M. Panella, A. Rizzi, F. M.  ...  Martinelli "A new ANFIS synthesis approach for time series forecasting"  ... 
doi:10.1007/978-3-7908-1768-3_6 fatcat:vshozgw2onbprikdy4iqrzatry

Theoretical Validation of the Computational Unified Field Theory (CUFT) [chapter]

Jonathan Bentwich
2012 Theoretical Concepts of Quantum Mechanics  
upon a direct (or indirect) physical relationship between an exhaustive set of Genetic Factors and a certain protein synthesis agent, e.g., such as for instance a particular RNA or mRNA synthesis of a  ...  singular (conceptually higher-ordered) D2 a-causal computational framework which can only compute the "cooccurrences" of any 'Genetic-Factors -Protein Synthesis'; and 'Protein Synthesis -Phenotypic Property  ...  significant candidate for a 'Theory of Everything' (TOE) which therefore may possess a broader validity bearing on other (primary) scientific disciplines.  ... 
doi:10.5772/39277 fatcat:lom6oz6svnh7zhoxdqbjd5fs54

Synthetic biology: history, challenges and prospects

J. Haseloff, J. Ajioka
2009 Journal of the Royal Society Interface  
Unfortunately, the capacity for DNA synthesis has far outstripped our ability to design new or modified genetic systems on a similar scale.  ...  a legal framework for the sharing and use of standardized parts.  ... 
doi:10.1098/rsif.2009.0176.focus pmid:19493895 pmcid:PMC2843964 fatcat:lffa4zdylzgqbmenqtsdw7mgzi

Dual‐perspective SWOT: a synthesis of marketing intelligence and planning

Milorad M. Novicevic, Michael Harvey, Chad W. Autry, Edward U. Bond
2004 Marketing Intelligence & Planning  
This paper proposes a cognitive approach of integrating marketing and intelligence views into a new "dual-perspective" SWOT framework.  ...  management made decisions that were driven by the vision of a desirable future for the firm.  ...  has been for the discipline of genetics.  ... 
doi:10.1108/02634500410516931 fatcat:d7bmjsaiorcgbg7azocdg72ghq

Unifying biology: The evolutionary synthesis and evolutionary biology

V. B. Smocovitis
1992 Journal of the History of Biology  
For a history of mathematical population genetics see William B.  ...  EVOLUTION: THE MODERN SYNTHESIS While Dobzhansky and his Genetics and the Origin of Species offered a mechanistic and materialistic framework'*' stretching from the gene to the human, which lent some measure  ...  The meaning of the synthesis -to a close reader of texts -has always resided in the textbook title: The Evolutionary Synthesis: Perspectives on the Unification of Biology.  ... 
doi:10.1007/bf01947504 pmid:11623198 fatcat:zo4q6rft7reuhcsp2hezmpkzyi

An Evolutionary Approach to Area-Time Optimization of FPGA designs

Fabrizio Ferrandi, Pier Luca Lanzi, Gianluca Palermo, Christian Pilato, Donatella Sciuto, Antonino Tumeo
2007 2007 International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation  
Moreover, it has been integrated a good cost estimation model to guarantee the quality of the solutions found without requiring a complete synthesis for the validation of each generation, an impractical  ...  It starts from a behavioral description written in a common high-level language (for instance C) to automatically produce the register-transfer level (RTL) design in a hardware description language (e.g  ...  CASE STUDY: THE JPEG ENCODER We implemented the described methodology in a C++ High-Level Synthesis framework, integrated into PandA [26] environment (our open-source framework covering different aspects  ... 
doi:10.1109/icsamos.2007.4285745 dblp:conf/samos/FerrandiLPPST07 fatcat:kawzwmtgkzb6rdlwxh3y2ci25e

Applications of program synthesis to end-user programming and intelligent tutoring systems

Sumit Gulwani
2014 Proceedings of the 2014 conference companion on Genetic and evolutionary computation companion - GECCO Comp '14  
Automated program synthesis has the potential to revolutionize this landscape, when targeted for the right set of problems and when allowing the right interaction model.  ...  The second part of this talk presents surprising applications of program synthesis technology to automating various repetitive tasks in Education including problem, solution, and feedback generation for  ...  The Test Driven Synthesis framework [17] allows easy development of synthesizers for transforming various forms of data such as strings, tables, and XML.  ... 
doi:10.1145/2598394.2598397 dblp:conf/gecco/Gulwani14 fatcat:6c47dipexnh5rndrbdkqpyhdmm

Evolution Despite Natural Selection? Emergence Theory and the Ever Elusive Link Between Adaptation and Adaptability

Alexander V. Badyaev
2008 Acta Biotheoretica  
The book is not as effective in establishing biological emergence as a framework for evolutionary biology.  ...  But perhaps the reason for such climbing is that for all its deficiencies and often unrealistic assumptions, population genetics and its recent extension into developmental genetics, does provide a testable  ... 
doi:10.1007/s10441-008-9051-z fatcat:st7kxgm5njdvnbetjkmpmdtgnm

Artificial Neural Networks for Modelling and Control of Nonlinear Systems [Book Reviews]

M.H. Hassoun
1996 IEEE Transactions on Neural Networks  
underlying the analysis and synthesis of fuzzy neural integrated systems.  ...  This textbook provides engineers, scientists, and students involved in fuzzy systems, neural networks, and fuzzy neural integrated systems with a current and comprehensive account of the basic principles  ...  The major contribution of this work is the so-called "NLq theory" which serves as a unifying framework for stability analysis and synthesis of nonlinear systems that contain linear and static nonlinear  ... 
doi:10.1109/tnn.1996.536329 fatcat:p7r45blp7zcbnbsnxkc7lfovgi

Cognification of Program Synthesis—A Systematic Feature-Oriented Analysis and Future Direction

Ahmad F. Subahi
2020 Computers  
After identifying critical features that might be considered when distinguishing synthesis systems, it will be possible to introduce a conceptual design for the future involving program synthesis/MDE frameworks  ...  With this advancement, there is a need to gain greater benefits from these approaches to cognify synthesis processes for next-generation model-driven engineering (MDE) framework.  ...  of SAT solvers for a program synthesis problem requires richer logic formulas.  ... 
doi:10.3390/computers9020027 fatcat:4t25hhuh4fcsrjzhfriggo5vra

Evolvable Reconfigurable Hardare framework for edge detection

Nader I. Rafla
2007 The ... Midwest Symposium on Circuits and Systems conference proceedings  
This paper presents a framework for implementing an evolvable hardware architecture for edge detection on Xilinx Virtex-4 chip. Some preliminary results are discussed.  ...  This architecture is a suitable candidate for implementation of early-processing stage operators of image processing such as filtering and edge detection.  ...  The framework is based upon using operators from genetic algorithms to develop the configuration bit stream for the FPGA.  ... 
doi:10.1109/mwscas.2007.4488542 fatcat:pazkmpprxnc6zbz7mm4rg7ld2q

Synthesis of control unit for future biocomputer

Chun-Liang Lin, Ting-Yu Kuo, Wei-Xian Li
2018 Journal of Biological Engineering  
Synthesis of a variety of biological circuits for specific functional purposes has made a tremendous progress in recent years.  ...  Methods: This research task develops a bio-CU to work with a bio-ALU, which is realized from the combination of previously developed genetic logic gates to fulfill the kernel function of CPU as those done  ...  Synthesis of genetic D Flip flop (D-FF) D-FF consists of several biological logic gates with a clock input as a state triggering command.  ... 
doi:10.1186/s13036-018-0109-4 pmid:30127848 pmcid:PMC6092829 fatcat:una5fvcw4bdppf57spxn3ogzcu

Soft computing in engineering design – A review

K.M. Saridakis, A.J. Dentsoras
2008 Advanced Engineering Informatics  
offered by fuzzy logic, artificial neural networks and genetic algorithms for further improvement of both the design outcome and the design process itself.  ...  Within this context, fuzzy logic (FL), genetic algorithms (GA) and artificial neural networks (ANN), as well as their fusion are reviewed in order to examine the capability of soft computing methods and  ...  Acknowledgements The present research work has been done within the framework of the project Pythagoras II (EPEAEK). University of Patras is a member of the EU-funded I*PROMS Network of Excellence.  ... 
doi:10.1016/j.aei.2007.10.001 fatcat:tbyo2vuoifccte2xrmoxzx2ori
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