Constituting the thoroughly refereed post-proceedings of the 7th International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics held in Palermo in 2010, this book ...features topical sections on issues such as the analysis and identification of transcription factor binding sites.
Part II comprises topics such as calibration, pose estimation, and reconstruction, segmentation, stereo, registration, medical imaging, low cost virtual reality: expanding horizons, best practices in ...teaching visual computing, applications, and video analysis and event recognition.
The two volume set LNCS 7431 and 7432 constitutes the refereed proceedings of the 8th International Symposium on Visual Computing, ISVC 2012, held in Rethymnon, Crete, Greece, in July 2012. The 68 ...revised full papers and 35 poster papers presented together with 45 special track papers were carefully reviewed and selected from more than 200 submissions. The papers are organized in topical sections: Part I (LNCS 7431) comprises computational bioimaging; computer graphics; calibration and 3D vision; object recognition; illumination, modeling, and segmentation; visualization; 3D mapping, modeling and surface reconstruction; motion and tracking; optimization for vision, graphics, and medical imaging, HCI and recognition. Part II (LNCS 7432) comprises topics such as unconstrained biometrics: advances and trends; intelligent environments: algorithms and applications; applications; virtual reality; face processing and recognition.
The two volume set LNCS 7431 and 7432 constitutes the refereed proceedings of the 8th International Symposium on Visual Computing, ISVC 2012, held in Rethymnon, Crete, Greece, in July 2012. The 68 ...revised full papers and 35 poster papers presented together with 45 special track papers were carefully reviewed and selected from more than 200 submissions. The papers are organized in topical sections: Part I (LNCS 7431) comprises computational bioimaging; computer graphics; calibration and 3D vision; object recognition; illumination, modeling, and segmentation; visualization; 3D mapping, modeling and surface reconstruction; motion and tracking; optimization for vision, graphics, and medical imaging, HCI and recognition. Part II (LNCS 7432) comprises topics such as unconstrained biometrics: advances and trends; intelligent environments: algorithms and applications; applications; virtual reality; face processing and recognition.
The two volume set LNCS 7491 and 7492 constitutes the refereed proceedings of the 12th International Conference on Parallel Problem Solving from Nature, PPSN 2012, held in Taormina, Sicily, Italy, in ...September 2012. The total of 105 revised full papers were carefully reviewed and selected from 226 submissions. The meeting began with 6 workshops which offered an ideal opportunity to explore specific topics in evolutionary computation, bio-inspired computing and metaheuristics. PPSN 2012 also included 8 tutorials. The papers are organized in topical sections on evolutionary computation; machine learning, classifier systems, image processing; experimental analysis, encoding, EDA, GP; multiobjective optimization; swarm intelligence, collective behavior, coevolution and robotics; memetic algorithms, hybridized techniques, meta and hyperheuristics; and applications.
This book constitutes the refereed proceedings of the 18th International Conference on DNA Computing and Molecular Programming, DNA 18, held in Aarhus, Denmark, in August 2012. The 11 full papers ...presented were carefully selected from 37 submissions. The papers are organized in topical sections on advancing the engineering and science of biology and chemistry from the point of view of computer science, physics, and mathematics.
This book constitutes the refereed proceedings of the 4th International Conference on Information Technologies in Biomedicine, ITIB 2012, held in Goglin, Poland, in June 2012. The 60 revised full ...papers were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on image analysis; signal processing; biocybernetics; biomaterials; bioinformatics and biotechnology; biomechanics and rehabilitation; assisted living systems.
Genetski algoritmi su jedna vrsta evolucijskih algoritama. Evolucijski
algoritmi, kao što i samo ime govori, posebna su vrsta algoritama
inspirirana procesom evolucije. Glavna ideja evolucijskih ...algoritama je,
koristeći metodu pokušaja i pogrešaka, simulirati proces evolucije te
ga primijeniti na rješavanje raznih optimizacijskih problema.
Promotrimo sada podrobnije kako je pojam evolucije povezan s
evolucijskim algoritmima. U teoriji evolucije, neku okolinu nastanjuje
populacija jedinki kojima je “cilj” preživjeti i razmnožavati se.
Podobnost (eng. fitness) tih jedinki govori nam koliko je pojedina
jedinka uspješna u ispunjavanju tih ciljeva, odnosno, ona reprezentira
šansu jedinke da preživi dovoljno dugo kako bi se razmnožavala. U
kontekstu rješavanja problema, jedinke izjednačavamo s kandidatima
za rješenje. Kvaliteta tih potencijalnih rješenja nam govori koliko
dobro ona aproksimiraju rješenje problema. Nju možemo iskoristiti
kako bismo odlučili s kolikom će vjerojatnošću određeni kandidat za
rješenje sudjelovati u konstrukciji sljedećih kandidata (intuitivno, što
kandidat za rješenje bolje aproksimira rješenje ta bi vjerojatnost
trebala biti veća).
