Decision Making with
Online Optimization Applications

ODMO provides an E-commerce program that applies many optimization algorithms and techniques to seek decision-making for many practical fields in real-time contexts. ODMO is exploited and used for the development of the Smart World such as smart manufacturing, smart business activities, multi-object design, smart healthcare system, smart agriculture, smart city, smart logistic, and without any limitation of topics.

We support ...

Fields

Sub-fields

Models

Interdisciplinary Applications

[Select your topic ...]

Smart Agriculture Platform

Smart Agriculture Platform
(SAGP)

10+ models supported

Smart Business Platform

Smart Business Platform
(SBUP)

6+ models supported

Smart Communication Platform

Smart Communication Platform
(SCOP)

6+ models supported

Smart Design Platform

Smart Design Platform
(SDEP)

6+ models supported

Smart Digital Platform

Smart Digital Platform
(SDIP)

4+ models supported

Smart Environmental Platform

Smart Environmental Platform
(SENP)

3+ models supported

Smart Healthcare Platform

Smart Healthcare Platform
(SHCP)

5+ models supported

Smart Industry Platform

Smart Industry Platform
(SINP)

9+ models supported

Smart Transportation Platform

Smart Transportation Platfom
(SINP)

5+ models supported

Smart-World Solutions

MP: Mathematical Programming (7 topics – 30 models)

This page provides some applications based on Online Optimization for general mathematical models.

[mp-lp-1]

This program is to provide linear programming with scalar variables.

[mp-lp-2]

This program is to provide linear programming with vector of variables.

[mp-lp-3]

This program is to provide linear programming with scalar variables and affine functions.

[mp-lp-4]

This program is to provide linear programming with fractional objectives of affine functions.

[mp-lp-5]

This program is to provide linear programming with norm functions.

[mp-lp-6]

This program is to provide linear programming with infinity norm functions.

[mp-lp-7]

This program is to provide linear programming with an inner product.

[mp-lp-8]

This program is to provide linear programming with fractional constraints.

[mp-lp-9]

This program is to provide linear programming with exponential constraints.

[mp-lp-10]

This program is to provide linear programming with norm constraints.

[mp-qp-1]

This program is to provide a general quadratic programming.

[mp-qp-2]

This program is to provide quadratic programming with equality of constraints.

[mp-qp-3]

This program is to provide quadratic programming with inequality of constraints.

[mp-qp-4]

This program is to provide quadratic programming with both equality and inequality of constraints.

[mp-socp-1]

This program is to provide a SOCP as linear programming.

[mp-socp-2]

This program is to provide a SOCP as quadratically constrained quadratic programming (QCQP).

[mp-socp-3]

This program is to provide a general of SOCP.

[mp-gp-1]

This program is to provide a general geometry programming.

[mp-gp-2]

This program is to provide geometry programming with constraints of positive variables.

[mp-gp-3]

This program is to provide geometry programming with geometric constraints.

[mp-gp-4]

This program is to provide geometry programming with objective function as a list.

[mp-sdp-1]

This program is to provide an SDP as model of linear programming.

[mp-sdp-2]

This program is to provide a general SDP.

[mp-sdp-3]

This program is to provide an SDP as model of nonlinear programming.

[mp-milp-1]

This program is to provide a general mixed integer-linear programming.

[mp-stnp-1]

This program is to provide a model of STNP with a function of absolute value.

[mp-stnp-2]

This program is to provide a model of STNP for minimizing the maximum of a list of functions.

[mp-stnp-3]

This program is to provide a model of STNP with a function of norm-2.

[mp-stnp-4]

This program is to provide a model of STNP with a function of norm-1 objective and linear constraints.

[mp-stnp-5]

This program is to provide a model of STNP with integer variables.

SAGP

SAGP: Smart Agriculture Platform (3 topics – 10 models)

SELECT

This page provides some applications based on Online Optimization for Smart Agriculture including Aquaculture, Cultivation and Livestock.

SAGP-AQ

Aquaculture analysis and real-world applications based on mathematical programming provide decision-making models for fishing farms ...

SAGP-CU

Livestock analysis and real-world applications based on mathematical programming providing decision-making models for pig farm, cow farm, fish farm, chicken farm ...

[sagp-cu-1]

This program is to maximize the production of fruit trees.

[sagp-cu-2]

This program is to maximize the production of fruit trees with more constraints.

[sagp-cu-3]

This program is to optimize crop planting.

[sagp-cu-4]

This program is to maximize the revenue of garden shops.

[sagp-cu-5]

This program is to minimize the costs of fruit drinks.

SAGP-LS

Cultivation analysis and real-world applications based on mathematical programming provide decision-making models for cropping, water management, optimal irrigation system, labor minimization, fertilizer allocation ...

[sagp-ls-1]

This program is to optimize the date livestock for maximizing Pig production revenue.

[sagp-ls-2]

This program is to to maximize the revenue of pig farming after subtracting input costs under rapid changes of the market.

[sagp-ls-3]

This program is to maximize turnover of Pig farms by different input genders.

[sagp-ls-4]

This program is to maximize the turnover of Pig farms by different input genders with more constraints.

[sagp-ls-5]

This program is to to maximize the revenue of pig farming under rapid changes of the market.

SBUP

SBUP: Smart Business Platform (4 topics – 10 models)

This page provides some applications based on Online Optimization for Smart Business including Market Economy, Production&Operation, Resource Allocation and Trading&Invesment.

[sbup-me-1]

This program is to provide a model of market economy.

[sbup-po-1]

This program is to provide a model of production & operation management.

[sbup-ra-1]

This program is to provide a model of resource allocation for minimizing serviettes cost in a conference.

[sbup-ra-2]

This program is to provide a model of resource allocation.

[sbup-ti-1]

This program is to provide a model of trading & investment with portfolio risk minimization.

[sbup-ti-2]

This program is to provide a model of trading & investment.

[sbup-ti-3]

This program is to provide a model of trading & investment with stock trading portfolio.

[sbup-ti-4]

This program is to provide a model of trading & investment for maximizing annual return in investment.

[sbup-ti-5]

This program is to provide a model of trading & investment.

[sbup-ti-6]

This program is to provide a model of trading & investment with an investment of multimedia advertising.

SCOP

SCOP: Smart Communication Platform (3 topics – 6 models)

This page provides some applications based on Online Optimization for Smart Communication including Massive MIMO, Resource allocation and UAV communication.

[scop-mm-1]

This program is to provide a model of massive MIMO system.

[scop-ra-1]

This program is to provide a model of resource allocation with antenna selection scheme.

[scop-ra-2]

This program is to provide a model of resource allocation with power allocation.

[scop-ra-3]

This program is to provide a model of resource allocation for maximizing throughput.

[scop-ra-4]

This program is to provide a model of resource allocation for maximizing energy efficiency.

[scop-uc-1]

This program is to provide a model of UAV communication system.

SDEP

SDEP: Smart Design Platform (2 topics – 12 models)

This page provides some applications based on Online Optimization for Smart Design including Material design and Multiobjective design.

[sdep-md-1]

This program is to provide a design of box.

[sdep-md-2]

This program is to provide a design of closed box.

[sdep-md-3]

This program is to provide a design of garden.

[sdep-md-4]

This program is to provide a design of soda can.

[sdep-md-5]

This program is to provide a design of tank.

[sdep-md-6]

This program is to provide a design of a curtain material trim loss problem.

[sdep-md-7]

This program is to provide a design of the maximum volume of a box.

[sdep-md-8]

This program is to provide a design of the minimum bounding box for floor plan.

[sdep-md-9]

This program is to provide a design of water pipeline using geometry programming.

[sdep-md-10]

This program is to provide a design of box for storing using geometry programming.

[sdep-md-11]

This program is to provide a design of closed tank using geometry programming.

[sdep-mo-1]

This program is to provide a general multi-objective design.

SDIP

SDIP: Smart Digital Platform (3 topics – 5 models)

This page provides some applications based on Online Optimization for Smart Digital including Data analysis, Artificial intelligent and Digital signal processing.

[sdip-da-1]

This program is to provide a model of data analysis.

[sdip-ai-1]

This program is to provide a model of principle component analysis.

[sdip-ai-2]

This program is to provide a model of multiway data analytic.

[sdip-dsp-1]

This program is to provide a model of optimal Otsu's method for classifying foreground and background.

[sdip-dsp-2]

This program is to provide a model of digital signal procesing.

SENP

SENP: Smart Environmental Platform (4 topics – 5 models)

This page provides some applications based on Online Optimization for Smart Environment including Disaster relief, green communication and Mission-critical event.

[senp-dr-1]

This program is to provide a model of disaster relief.

[senp-gc-1]

This program is to provide a model of green communication.

[senp-mc-1]

This program is to provide a model of mission-critical communication.

[senp-ge-1]

This program is to provide a model of green environment.

[senp-ge-2]

This program is to provide a model of forest exploitation.

SHCP

SHCP: Smart Healthcare Platform (2 topics – 5 models)

This page provides some applications based on Online Optimization for Smart Healthcare including Resource allocation and Health services.

[shcp-ra-1]

This program is to provide a model of optimal nutrient form food for training regimen with minimum cost.

[shcp-ra-2]

This program is to provide a model of optimal nutrient units for athletes with minimum cost.

[shcp-ra-3]

This program is to provide a model of optimal meals for a dietician with minimum cost.

[shcp-ra-4]

This program is to provide a model of medical resource allocations for Covid pandemic relief.

[shcp-hs-1]

This program is to provide a model of healthcare service solution.

SINP

SINP: Smart Industry Platform (3 topics – 9 models)

This page provides some applications based on Online Optimization for Smart Industry including Control process, Manufacturing and Supply chain.

[sinp-cp-1]

This program is to provide a model for the minimization of energy loss using geometry programming.

[sinp-cp-2]

This program is to provide a model for the minimization of hot-rolling process using geometry programming.

[sinp-cp-3]

This program is to provide a model for the maximization of profit for producing allocation.

[sinp-cp-4]

This program is to provide a model for the maximization of the engine power using geometry programming.

[sinp-mf-1]

This program is to provide a production planning model.

[sinp-mf-2]

This program is to provide a production plan with goal programming.

[sinp-mf-3]

This program is to provide a model for assigning workload for skilled and semiskilled workers.

[sinp-mf-4]

This program is to provide a model for employing skilled and semiskilled workers.

[sinp-sc-1]

This program is to provide a model of supply chain.

STSP

STSP: Smart Transportation Platform (3 topics – 7 models)

This page provides some applications based on Online Optimization for Smart Transportation including Resource allocation, Traffic routing and Logistic management.

[stsp-ra-1]

This program is to provide a model of optimal resources of vehicle types.

[stsp-ra-2]

This program is to provide a model for minimizing transportation cost.

[stsp-ra-3]

This program is to provide a vehicle mix problem with maximum vehicle numbers.

[stsp-ra-4]

This program is to provide a model of bus allocation for minimizing oil consumption.

[stsp-rt-1]

This program is to provide a model of traffic routing.

[stsp-lg-1]

This program is to provide a model for minimizing the number of trucks for package transportation.

[stsp-lg-2]

This program is to provide a model for minimizing transportation time in logistic problem.

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OPDA-ODMO

Decision Making with Online Optimization Applications

We support ...

Interdisciplinary Applications

[Select your topic ...]

Smart-World Solutions

MP

SAGP

SBUP

SCOP

SDEP

SDIP

SENP

SHCP

SINP

STSP

MP: Mathematical Programming (7 topics – 30 models)

SELECT

MP-LP

MP-QP

MP-SOCP

MP-GP

MP-SDP

MP-MILP

MP-NSP

This page provides some applications based on Online Optimization for general mathematical models.

[mp-lp-1]

[mp-lp-2]

[mp-lp-3]

[mp-lp-4]

[mp-lp-5]

[mp-lp-6]

[mp-lp-7]

[mp-lp-8]

[mp-lp-9]

[mp-lp-10]

[mp-qp-1]

[mp-qp-2]

[mp-qp-3]

[mp-qp-4]

[mp-socp-1]

[mp-socp-2]

[mp-socp-3]

[mp-gp-1]

[mp-gp-2]

[mp-gp-3]

[mp-gp-4]

[mp-sdp-1]

[mp-sdp-2]

[mp-sdp-3]

[mp-milp-1]

[mp-stnp-1]

[mp-stnp-2]

[mp-stnp-3]

[mp-stnp-4]

[mp-stnp-5]

SAGP: Smart Agriculture Platform (3 topics – 10 models)

SELECT

SAGP-AQ

SAGP-CU

SAGP-LS

This page provides some applications based on Online Optimization for Smart Agriculture including Aquaculture, Cultivation and Livestock.

Aquaculture analysis and real-world applications based on mathematical programming provide decision-making models for fishing farms ...

Livestock analysis and real-world applications based on mathematical programming providing decision-making models for pig farm, cow farm, fish farm, chicken farm ...

[sagp-cu-1]

[sagp-cu-2]

[sagp-cu-3]

[sagp-cu-4]

[sagp-cu-5]

Cultivation analysis and real-world applications based on mathematical programming provide decision-making models for cropping, water management, optimal irrigation system, labor minimization, fertilizer allocation ...

[sagp-ls-1]

[sagp-ls-2]

[sagp-ls-3]

[sagp-ls-4]

[sagp-ls-5]

SBUP: Smart Business Platform (4 topics – 10 models)

SELECT

SBUP-ME

SBUP-PO

SBUP-RA

Decision Making with
Online Optimization Applications