Search Results - "Johnson, Colin G."

Understanding Aesthetics and Fitness Measures in Evolutionary Art Systems by Romero, Juan, Santos, Iria, McCormack, Jon, Johnson, Colin G.

“…One of the general aims of evolutionary art research is to build a computer system capable of creating interesting, beautiful, or creative results, including…”
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Adapting genetic algorithms for multifunctional landscape decisions: A theoretical case study on wild bees and farmers in the UK by Knight, Ellen, Balzter, Heiko, Breeze, Tom D., Brettschneider, Julia, Girling, Robbie D., Hagen‐Zanker, Alex, Image, Mike, Johnson, Colin G., Lee, Christopher, Lovett, Andrew, Petrovskii, Sergei, Varah, Alexa, Whelan, Mick, Yang, Shengxiang, Gardner, Emma

“…Spatial modelling approaches to aid land‐use decisions which benefit both wildlife and humans are often limited to the comparison of pre‐determined landscape…”
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New directions in fitness evaluation: commentary on Langdon’s JAWS30 by Johnson, Colin G.

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Solving the Rubik's cube with stepwise deep learning by Johnson, Colin G.

“…This paper explores a novel technique for learning the fitness function for search algorithms such as evolutionary strategies and hillclimbing. The aim of the…”
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Metaheuristics “In the Large” by Swan, Jerry, Adriaensen, Steven, Brownlee, Alexander E.I., Hammond, Kevin, Johnson, Colin G., Kheiri, Ahmed, Krawiec, Faustyna, Merelo, J.J., Minku, Leandro L., Özcan, Ender, Pappa, Gisele L., García-Sánchez, Pablo, Sörensen, Kenneth, Voß, Stefan, Wagner, Markus, White, David R.

“…Following decades of sustained improvement, metaheuristics are one of the great success stories of optimization research. However, in order for research in…”
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Modeling grammatical evolution by automaton by He, Pei, Johnson, Colin G., Wang, HouFeng

“…Twelve years have passed since the advent of grammatical evolution （GE） in 1998, but such issues as vast search space, genotypic readability, and the inherent…”
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Creative autonomy in a simple interactive music system by Paolizzo, Fabio, Johnson, Colin G.

“…Can autonomous systems be musically creative without musical knowledge? Assumptions from interdisciplinary studies on self-reflection are evaluated using Video…”
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A Situation-Aware Fear Learning (SAFEL) model for robots by Rizzi, Caroline, Johnson, Colin G., Fabris, Fabio, Vargas, Patricia A.

“…This work proposes a novel Situation-Aware FEar Learning (SAFEL) model for robots. SAFEL combines concepts of situation-aware expert systems with well-known…”
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A New Sequential Covering Strategy for Inducing Classification Rules With Ant Colony Algorithms by Otero, F. E. B., Freitas, A. A., Johnson, C. G.

“…Ant colony optimization (ACO) algorithms have been successfully applied to discover a list of classification rules. In general, these algorithms follow a…”
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Sharing the Story of the Cardiac Rehab Patient Experience: A QUALITATIVE STUDY by Ellis, Jordan M, Freeman, John Taylor, Midgette, Emily P, Sanghvi, Anup P, Sarathy, Brinda, Johnson, Colin G, Greenway, Stacey B, Whited, Matthew C

“…PURPOSE:To provide a prototypical patient narrative of the cardiac rehabilitation (CR) experience for providers and prospective patients using narrative…”
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complete family of epidermal growth factor receptors and their ligands are co-ordinately expressed in breast cancer by McIntyre, Emmet, Blackburn, Edith, Brown, Philip J, Johnson, Colin G, Gullick, William J

“…The levels of expression of the four receptors and eleven ligands composing the epidermal growth factor family were measured using immunohistochemical staining…”
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Semantic analysis of program initialisation in genetic programming by Beadle, Lawrence, Johnson, Colin G.

“…Population initialisation in genetic programming is both easy, because random combinations of syntax can be generated straightforwardly, and hard, because…”
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Self-repair ability of evolved self-assembling systems in cellular automata by Öztürkeri, Can, Johnson, Colin G.

“…Self-repairing systems are those that are able to reconfigure themselves following disruptions to bring them back into a defined normal state. In this paper we…”
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Connotation in Computational Creativity by Johnson, Colin G.

“…Computational creativity is the application of computers to perform tasks that would be regarded as creative if performed by humans. One approach to…”
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Message-passing algorithms for the prediction of protein domain interactions from protein–protein interaction data by Iqbal, Mudassar, Freitas, Alex A., Johnson, Colin G., Vergassola, Massimo

“…Motivation: Cellular processes often hinge upon specific interactions among proteins, and knowledge of these processes at a system level constitutes a major…”
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A design framework for metaheuristics by Johnson, Colin G.

“…This paper is concerned with taking an engineering approach towards the application of metaheuristic problem solving methods, i.e., heuristics that aim to…”
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Hoare logic-based genetic programming by He, Pei, Kang, LiShan, Johnson, Colin G., Ying, Shi

“…Almost all existing genetic programming systems deal with fitness evaluation solely by testing. In this paper, by contrast, we present an original approach…”
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The effect of level of rationality on macro-activities of the Lucas-Island model by Okasha, Ahmed, Johnson, Colin G

“…This paper investigates the effect of different levels of rationality on the Lucas-Islands model of economic behaviour. In particular, this is studied through…”
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Simulating complex intracellular processes using object-oriented computational modelling by Johnson, Colin G, Goldman, Jacki P, Gullick, William J

“…The aim of this paper is to give an overview of computer modelling and simulation in cellular biology, in particular as applied to complex biochemical…”
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Pose Estimation from Electromyographical Data using Convolutional Neural Networks by Ayling, Robin, Johnson, Colin G., Li, Ling, Palaniappan, Ramaswamy

“…This work demonstrates the effectiveness of Convolutional Neural Networks in the task of pose estimation from Electromyographical (EMG) data. The Ninapro DB5…”
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