Learn Chemical Reaction Optimization Algorithm Step-by-Step with Example ~xRay Pixy ⚗ 🌿🌞🌿

Chemical reaction optimization (CRO) is a population-based meta-heuristic algorithm based on the principles of a chemical reaction. Video Timestamps Introduction: 00:00 Chemistry basic fundamentals: 01:45 Objective Function: 05:00 Elementary Reactions: 05:48 Chemical reaction optimization algorithm steps: 10:18 Chemical reaction optimization Flow chart: 12:36 Keynotes: https://codebypixy.blogspot.com/2021/07/chemical-reaction-optimization.html Meta-heuristic Algorithms https://www.youtube.com/playlist?list=PLVLAu9B7VtkaX0P_m7u8R1_eMqv6hLv0l Swarm Intelligence based Population-based Metaheuristics https://www.youtube.com/playlist?list=PLVLAu9B7Vtkb3XVBY1k8OHI0k3UBFYM5v Particle Swarm Optimization (PSO) https://www.youtube.com/playlist?list=PLVLAu9B7VtkalMRDfFRT_Bzf45VE3OGBF Physics-based Optimization Algorithms (PA) https://www.youtube.com/playlist?list=PLVLAu9B7VtkZCruMga9q3HzSDzXYL3QGK Chemistry Based Metaheuristic Algorithms https://www.youtube.com/playlist?list=PLVLAu9B7Vtkb1yMLVQLCtFwTzH6TFz3xy Mechanical Engineering Research / Project https://www.youtube.com/playlist?list=PLVLAu9B7VtkbCQI-y20wCPiw7zzizloXV Electrical Engineering Research / Projects https://www.youtube.com/playlist?list=PLVLAu9B7Vtka2zXPzXa1sVlrEamtynoLm How to SOLVE COMPLEX Math?|TRAIN YOUR BRAIN| ~xRay Pixy https://youtu.be/1qAfutxIko4 Research Work https://www.youtube.com/playlist?list=PLVLAu9B7VtkZ7bDQVQZvM14LzF_BhEELx Nature-Inspired Chemical Reaction Optimisation Algorithms https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5552861/#CR18 Meta-heuristic Algorithms https://www.youtube.com/playlist?list=PLVLAu9B7VtkaX0P_m7u8R1_eMqv6hLv0l -- Other Metaheuristics Algorithms --- How to initialize the population for Metaheuristic algorithm? Population based Metaheuristic Working https://youtu.be/tlZdFnsie-o Krill Herd Optimization Algorithm Step-by-Step with Simple Example ~xRay Pixy https://youtu.be/PnqmiPIDnV8 Black Hole Optimization Algorithm Step-by-Step with Example ~xRay Pixy https://youtu.be/DxqcE1ijrfc Firefly Algorithm Step-by-Step with Example |Animated| ~xRay Pixy https://youtu.be/QvpEMR-Jp0U Dragonfly Optimization Algorithm Step-by-Step with example ~xRay Pixy https://www.youtube.com/watch?v=rIRPiHM7mVw&ab_channel=RitikaxRayPixy How to COMPARE Metaheuristic Algorithms? |PARAMETERS in METAHEURISTICS| ~xRay Pixy https://youtu.be/gGp1iTnwbxE Particle Swarm Optimization (PSO) Algorithm Example Step-by-Step Explanation ~xRay Pixy https://youtu.be/HmDjfL3R39M Genetic Algorithms Step-by-Step with Example ~xRay Pixy https://youtu.be/HeG2cUp0TVY BAT ALGORITHM |SOLVED STEP-BY-STEP| with example~xRay Pixy https://youtu.be/peqgggW-gcs Metaheuristic Optimization Algorithm Basic Fundamentals ~xRay Pixy https://youtu.be/PZ1kjwZ_pl4 Sparrow Search Algorithm Step-by-Step with Example [1/2] ~xRay Pixy https://youtu.be/Yxy0kszRzdY Multiverse Optimization Algorithm Example Step-by-Step Explanation ~xRay Pixy https://youtu.be/eQL0eJo2aAg Harris Hawks Optimization Algorithm Step-by-Step with Example ~xRay Pixy https://youtu.be/XSttSi2vMm8 Artificial Bee Colony Optimization Algorithm Step-by-Step with Numerical Example ~xRay Pixy https://www.youtube.com/watch?v=SVXmJdLsN0M&t=416s&ab_channel=RitikaxRayPixy Metaheuristic Approaches |Nature-Inspired, Evolutionary, Human-Based, Physics-Based | ~xRay Pixy https://www.youtube.com/watch?v=q1pIxb98Kxo&ab_channel=RitikaxRayPixy Grasshopper Optimization Algorithm (G.O.A.) Step-by-Step with Numerical Example ~xRay Pixy https://www.youtube.com/watch?v=vo85I78rwsc&ab_channel=RitikaxRayPixy Topics covered: Chemistry Basic Fundamentals Atom / Molecule Chemical Bonding Molecular Structure Energy Elementary Reactions in Chemical Reaction Optimization algorithm. Chemical Reaction Optimization algorithm Steps. Chemical Reaction Optimization Algorithm Flow Chart. On-Wall Ineffective Collision Decomposition Inner molecular Ineffective Collision Synthesis #algorithm #optimization #research #happylearning #algorithms #meta #optimizationtechniques #optimizationalgorithm #metaheuristicoptimization#metaheuristic #benchmark #fitnessfunction #algorithmicart #chemicals #thesis #computerscience #engineering #maths #stepbystep #natureinspired #metaheuristicalgorithm #chemistry #optimizationtecnices #research #researchpaper #thesiswork #researchpixy #researchanalyst #phdthesis #computer #projects #matlabcode #ritikaxraypixy