Evolutionary Synthesis of Feature Descriptor Operators with Genetic Programming

2016 ◽  
pp. 349-382
Author(s):  
Gustavo Olague
Keyword(s):  
Genetic Programming ◽  
Evolutionary Synthesis ◽  
Feature Descriptor

scholarly journals Learning Robust Feature Descriptor for Image Registration With Genetic Programming

IEEE Access ◽  
2020 ◽  
Vol 8 ◽  
pp. 39389-39402
Author(s):  
Yue Wu ◽  
Qingxiu Su ◽  
Wenping Ma ◽  
Shaodi Liu ◽  
Qiguang Miao
Keyword(s):  
Image Registration ◽  
Genetic Programming ◽  
Feature Descriptor

scholarly journals Investigation on Evolutionary Synthesis of Movement Commands

2009 ◽  
Vol 2009 ◽  
pp. 1-12 ◽  
Author(s):  
Zuzana Oplatková ◽  
Ivan Zelinka
Keyword(s):  
Simulated Annealing ◽  
Evolutionary Algorithms ◽  
Genetic Programming ◽  
Differential Evolution ◽  
Optimal Trajectory ◽  
Grammatical Evolution ◽  
Evolutionary Synthesis ◽  
Santa Fe ◽  
Santa Fe Trail ◽  
Analytic Programming

This paper deals with usage of an alternative tool for symbolic regression—analytic programming which is able to solve various problems from the symbolic domain, as well as genetic programming and grammatical evolution. This paper describes a setting of an optimal trajectory for a robot (originally designed as an artificial ant on Santa Fe trail) solved by means of analytic programming. Firstly, main principles of analytic programming are described and explained. The second part shows how analytic programming was used for the application of finding a suitable trajectory step by step. Because analytic programming needs evolutionary algorithms for its run, three evolutionary algorithms were used—self-organizing migrating algorithm, differential evolution, and simulated annealing—to show that anyone can be used. The total number of simulations was 150 and results show that the first two used algorithms were more successful than not so robust simulated annealing.

scholarly journals Evolutionary synthesis of kinematic mechanisms

2008 ◽  
Vol 22 (3) ◽  
pp. 195-205 ◽  
Author(s):  
Hod Lipson
Keyword(s):  
Genetic Programming ◽  
Mechanism Design ◽  
19Th Century ◽  
Mechanical Design ◽  
Evolutionary Synthesis ◽  
Two Dimensional ◽  
Design Considerations ◽  
Kinematic Mechanisms

AbstractThis paper discusses the application of genetic programming to the synthesis of compound two-dimensional kinematic mechanisms, and benchmarks the results against one of the classical kinematic challenges of 19th century mechanical design. Considerations for selecting a representation for mechanism design are presented, and a number of human-competitive inventions are shown.

Revising Plants, man and life: Edgar Anderson reshapes a classic book

2003 ◽  
Vol 30 (1) ◽  
pp. 85-96 ◽  
Author(s):  
Kim Kleinman
Keyword(s):  
Twentieth Century ◽  
Evolutionary Theory ◽  
Evolutionary Synthesis ◽  
Ernst Mayr ◽  
Active Participant ◽  
Evolutionary Mechanism ◽  
Popular Work ◽  
Scientific Attention ◽  
Key Events ◽  
Jesup Lectures

On at least four occasions, Edgar Anderson (1897–1969) began revising his book Plants, man and life (1952). Given both its place in Anderson's career and his place in the development of evolutionary theory in the mid-twentieth century, the emendations are noteworthy. Though a popular work, Plants, man and life served as the distillation of Anderson's ideas on hybridization as an evolutionary mechanism, the need for more scientific attention on domesticated and semi-domesticated plants, and the opportunities such plants provided for the study of evolution. Anderson was an active participant in several key events in what historians have come to call the Evolutionary Synthesis. For example, he and Ernst Mayr shared the 1941 Jesup Lectures on “Systematics and the origin of species”. Anderson's proposed revisions to his book reflect both an attempt to soften certain acerbic comments as well as an attempt to recast the book as a whole.

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